From b5d4962efaa5b5abe5e54a9c2b267122b849206f Mon Sep 17 00:00:00 2001
From: Vinta <vinta.chen@gmail.com>
Date: Fri, 27 Oct 2017 04:11:40 +0800
Subject: [PATCH] Deployed fb4c1e6 with MkDocs version: 0.16.3

---
 404.html                                      |  283 +++
 {img => assets/images}/favicon.ico            |  Bin
 assets/images/icons/bitbucket-670608a71a.svg  |    1 +
 assets/images/icons/github-1da075986e.svg     |    1 +
 assets/images/icons/gitlab-5ad3f9f9e5.svg     |    1 +
 assets/javascripts/application-946997f430.js  |    1 +
 assets/javascripts/lunr/lunr.da.js            |    1 +
 assets/javascripts/lunr/lunr.de.js            |    1 +
 assets/javascripts/lunr/lunr.du.js            |    1 +
 assets/javascripts/lunr/lunr.es.js            |    1 +
 assets/javascripts/lunr/lunr.fi.js            |    1 +
 assets/javascripts/lunr/lunr.fr.js            |    1 +
 assets/javascripts/lunr/lunr.hu.js            |    1 +
 assets/javascripts/lunr/lunr.it.js            |    1 +
 assets/javascripts/lunr/lunr.jp.js            |    1 +
 assets/javascripts/lunr/lunr.multi.js         |    1 +
 assets/javascripts/lunr/lunr.no.js            |    1 +
 assets/javascripts/lunr/lunr.pt.js            |    1 +
 assets/javascripts/lunr/lunr.ro.js            |    1 +
 assets/javascripts/lunr/lunr.ru.js            |    1 +
 .../javascripts/lunr/lunr.stemmer.support.js  |    1 +
 assets/javascripts/lunr/lunr.sv.js            |    1 +
 assets/javascripts/lunr/lunr.tr.js            |    1 +
 assets/javascripts/lunr/tinyseg.js            |    1 +
 assets/javascripts/modernizr-e826f8942a.js    |    1 +
 assets/stylesheets/application-04ea671600.css |    1 +
 .../application-23f75ab9c7.palette.css        |    1 +
 css/base.css                                  |  214 --
 css/bootstrap-custom.min.css                  |    1 -
 css/font-awesome-4.0.3.css                    | 1338 -----------
 css/highlight.css                             |  125 -
 fonts/fontawesome-webfont.eot                 |  Bin 38205 -> 0 bytes
 fonts/fontawesome-webfont.svg                 |  414 ----
 fonts/fontawesome-webfont.ttf                 |  Bin 80652 -> 0 bytes
 fonts/fontawesome-webfont.woff                |  Bin 44432 -> 0 bytes
 index.html                                    | 2013 +++++++++++++----
 js/base.js                                    |   53 -
 js/bootstrap-3.0.3.min.js                     |    7 -
 js/highlight.pack.js                          |    2 -
 js/jquery-1.10.2.min.js                       |    6 -
 mkdocs/search_index.json                      |   41 +-
 mkdocs_theme.yml                              |   19 +
 sitemap.xml                                   |    4 +-
 43 files changed, 1955 insertions(+), 2590 deletions(-)
 create mode 100644 404.html
 rename {img => assets/images}/favicon.ico (100%)
 create mode 100644 assets/images/icons/bitbucket-670608a71a.svg
 create mode 100644 assets/images/icons/github-1da075986e.svg
 create mode 100644 assets/images/icons/gitlab-5ad3f9f9e5.svg
 create mode 100644 assets/javascripts/application-946997f430.js
 create mode 100644 assets/javascripts/lunr/lunr.da.js
 create mode 100644 assets/javascripts/lunr/lunr.de.js
 create mode 100644 assets/javascripts/lunr/lunr.du.js
 create mode 100644 assets/javascripts/lunr/lunr.es.js
 create mode 100644 assets/javascripts/lunr/lunr.fi.js
 create mode 100644 assets/javascripts/lunr/lunr.fr.js
 create mode 100644 assets/javascripts/lunr/lunr.hu.js
 create mode 100644 assets/javascripts/lunr/lunr.it.js
 create mode 100644 assets/javascripts/lunr/lunr.jp.js
 create mode 100644 assets/javascripts/lunr/lunr.multi.js
 create mode 100644 assets/javascripts/lunr/lunr.no.js
 create mode 100644 assets/javascripts/lunr/lunr.pt.js
 create mode 100644 assets/javascripts/lunr/lunr.ro.js
 create mode 100644 assets/javascripts/lunr/lunr.ru.js
 create mode 100644 assets/javascripts/lunr/lunr.stemmer.support.js
 create mode 100644 assets/javascripts/lunr/lunr.sv.js
 create mode 100644 assets/javascripts/lunr/lunr.tr.js
 create mode 100644 assets/javascripts/lunr/tinyseg.js
 create mode 100644 assets/javascripts/modernizr-e826f8942a.js
 create mode 100644 assets/stylesheets/application-04ea671600.css
 create mode 100644 assets/stylesheets/application-23f75ab9c7.palette.css
 delete mode 100644 css/base.css
 delete mode 100644 css/bootstrap-custom.min.css
 delete mode 100644 css/font-awesome-4.0.3.css
 delete mode 100644 css/highlight.css
 delete mode 100755 fonts/fontawesome-webfont.eot
 delete mode 100755 fonts/fontawesome-webfont.svg
 delete mode 100755 fonts/fontawesome-webfont.ttf
 delete mode 100755 fonts/fontawesome-webfont.woff
 delete mode 100644 js/base.js
 delete mode 100644 js/bootstrap-3.0.3.min.js
 delete mode 100644 js/highlight.pack.js
 delete mode 100644 js/jquery-1.10.2.min.js
 create mode 100644 mkdocs_theme.yml

diff --git a/404.html b/404.html
new file mode 100644
index 00000000..77c56b19
--- /dev/null
+++ b/404.html
@@ -0,0 +1,283 @@
+
+<!DOCTYPE html>
+<html lang="en" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      <meta http-equiv="x-ua-compatible" content="ie=edge">
+      
+        <meta name="description" content="A curated list of awesome Python frameworks, libraries and software">
+      
+      
+      
+        <meta name="author" content="Vinta Chen">
+      
+      
+        <meta name="lang:clipboard.copy" content="Copy to clipboard">
+      
+        <meta name="lang:clipboard.copied" content="Copied to clipboard">
+      
+        <meta name="lang:search.languages" content="">
+      
+        <meta name="lang:search.result.none" content="No matching documents">
+      
+        <meta name="lang:search.result.one" content="1 matching document">
+      
+        <meta name="lang:search.result.other" content="# matching documents">
+      
+        <meta name="lang:search.tokenizer" content="[\s\-]+">
+      
+      
+        <link rel="shortcut icon" href="/assets/images/favicon.png">
+      
+      <meta name="generator" content="mkdocs-0.16.3, mkdocs-material-1.12.1">
+    
+    
+      
+        <title>Awesome Python</title>
+      
+    
+    
+      <script src="/assets/javascripts/modernizr-e826f8942a.js"></script>
+    
+    
+      <link rel="stylesheet" href="/assets/stylesheets/application-04ea671600.css">
+      
+        <link rel="stylesheet" href="/assets/stylesheets/application-23f75ab9c7.palette.css">
+      
+    
+    
+      
+        
+        
+        
+        <link rel="stylesheet" href="https://fonts.googleapis.com/css?family=Roboto:300,400,400i,700|Roboto+Mono">
+        <style>body,input{font-family:"Roboto","Helvetica Neue",Helvetica,Arial,sans-serif}code,kbd,pre{font-family:"Roboto Mono","Courier New",Courier,monospace}</style>
+      
+      <link rel="stylesheet" href="https://fonts.googleapis.com/icon?family=Material+Icons">
+    
+    
+      <link rel="stylesheet" href="/extra.css">
+    
+    
+  </head>
+  
+  
+  
+  
+    <body data-md-color-primary="red" data-md-color-accent="pink">
+  
+    <svg class="md-svg">
+      <defs>
+        
+        
+          <svg xmlns="http://www.w3.org/2000/svg" width="416" height="448" viewBox="0 0 416 448" id="github"><path fill="currentColor" d="M160 304q0 10-3.125 20.5t-10.75 19T128 352t-18.125-8.5-10.75-19T96 304t3.125-20.5 10.75-19T128 256t18.125 8.5 10.75 19T160 304zm160 0q0 10-3.125 20.5t-10.75 19T288 352t-18.125-8.5-10.75-19T256 304t3.125-20.5 10.75-19T288 256t18.125 8.5 10.75 19T320 304zm40 0q0-30-17.25-51T296 232q-10.25 0-48.75 5.25Q229.5 240 208 240t-39.25-2.75Q130.75 232 120 232q-29.5 0-46.75 21T56 304q0 22 8 38.375t20.25 25.75 30.5 15 35 7.375 37.25 1.75h42q20.5 0 37.25-1.75t35-7.375 30.5-15 20.25-25.75T360 304zm56-44q0 51.75-15.25 82.75-9.5 19.25-26.375 33.25t-35.25 21.5-42.5 11.875-42.875 5.5T212 416q-19.5 0-35.5-.75t-36.875-3.125-38.125-7.5-34.25-12.875T37 371.5t-21.5-28.75Q0 312 0 260q0-59.25 34-99-6.75-20.5-6.75-42.5 0-29 12.75-54.5 27 0 47.5 9.875t47.25 30.875Q171.5 96 212 96q37 0 70 8 26.25-20.5 46.75-30.25T376 64q12.75 25.5 12.75 54.5 0 21.75-6.75 42 34 40 34 99.5z"/></svg>
+        
+      </defs>
+    </svg>
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="drawer">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="search">
+    <label class="md-overlay" data-md-component="overlay" for="drawer"></label>
+    
+      <header class="md-header" data-md-component="header">
+  <nav class="md-header-nav md-grid">
+    <div class="md-flex">
+      <div class="md-flex__cell md-flex__cell--shrink">
+        <a href="https://awesome-python.com" title="Awesome Python" class="md-header-nav__button md-logo">
+          
+            <i class="md-icon md-icon--home"></i>
+          
+        </a>
+      </div>
+      <div class="md-flex__cell md-flex__cell--shrink">
+        <label class="md-icon md-icon--menu md-header-nav__button" for="drawer"></label>
+      </div>
+      <div class="md-flex__cell md-flex__cell--stretch">
+        <span class="md-flex__ellipsis md-header-nav__title">
+          
+            
+            Awesome Python
+          
+        </span>
+      </div>
+      <div class="md-flex__cell md-flex__cell--shrink">
+        
+          <label class="md-icon md-icon--search md-header-nav__button" for="search"></label>
+          
+<div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="search"></label>
+  <div class="md-search__inner">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" required placeholder="Search" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="query">
+      <label class="md-icon md-search__icon" for="search"></label>
+      <button type="reset" class="md-icon md-search__icon" data-md-component="reset">&#xE5CD;</button>
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="result">
+          <div class="md-search-result__meta">
+            Type to start searching
+          </div>
+          <ol class="md-search-result__list"></ol>
+        </div>
+      </div>
+    </div>
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+      </div>
+      
+        <div class="md-flex__cell md-flex__cell--shrink">
+          <div class="md-header-nav__source">
+            
+
+
+  
+
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+  <a href="https://github.com/vinta/awesome-python" title="Go to repository" class="md-source" data-md-source="github">
+    
+      <div class="md-source__icon">
+        <svg viewBox="0 0 24 24" width="24" height="24">
+          <use xlink:href="#github" width="24" height="24"></use>
+        </svg>
+      </div>
+    
+    <div class="md-source__repository">
+      vinta/awesome-python
+    </div>
+  </a>
+
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+        </div>
+      
+    </div>
+  </nav>
+</header>
+    
+    <div class="md-container">
+      
+      
+      
+      <main class="md-main">
+        <div class="md-main__inner md-grid" data-md-component="container">
+          
+            
+              <div class="md-sidebar md-sidebar--primary" data-md-component="navigation">
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    <nav class="md-nav md-nav--primary" data-md-level="0">
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+    <span class="md-nav__button md-logo">
+      
+        <i class="md-icon md-icon--home"></i>
+      
+    </span>
+    Awesome Python
+  </label>
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+      
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+        <svg viewBox="0 0 24 24" width="24" height="24">
+          <use xlink:href="#github" width="24" height="24"></use>
+        </svg>
+      </div>
+    
+    <div class="md-source__repository">
+      vinta/awesome-python
+    </div>
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+    <a href="/" title="Life is short, you need Python." class="md-nav__link">
+      Life is short, you need Python.
+    </a>
+  </li>
+
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+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+          
+          <div class="md-content">
+            <article class="md-content__inner md-typeset">
+              
+  <h1>404 - Not found</h1>
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+      </main>
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+      <script>!function(e,t,a,n,o,c,i){e.GoogleAnalyticsObject=o,e[o]=e[o]||function(){(e[o].q=e[o].q||[]).push(arguments)},e[o].l=1*new Date,c=t.createElement(a),i=t.getElementsByTagName(a)[0],c.async=1,c.src=n,i.parentNode.insertBefore(c,i)}(window,document,"script","https://www.google-analytics.com/analytics.js","ga"),ga("create","UA-510626-7","auto"),ga("set","anonymizeIp",!0),ga("send","pageview");var links=document.getElementsByTagName("a");Array.prototype.map.call(links,function(e){e.host!=document.location.host&&e.addEventListener("click",function(){var t=e.getAttribute("data-md-action")||"follow";ga("send","event","outbound",t,e.href)})});var query=document.forms.search.query;query.addEventListener("blur",function(){if(this.value){var e=document.location.pathname;ga("send","pageview",e+"?q="+this.value)}})</script>
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+  </body>
+</html>
\ No newline at end of file
diff --git a/img/favicon.ico b/assets/images/favicon.ico
similarity index 100%
rename from img/favicon.ico
rename to assets/images/favicon.ico
diff --git a/assets/images/icons/bitbucket-670608a71a.svg b/assets/images/icons/bitbucket-670608a71a.svg
new file mode 100644
index 00000000..7d95cb22
--- /dev/null
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@@ -0,0 +1 @@
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new file mode 100644
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@@ -0,0 +1 @@
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new file mode 100644
index 00000000..b036a9b5
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@@ -0,0 +1 @@
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diff --git a/assets/javascripts/application-946997f430.js b/assets/javascripts/application-946997f430.js
new file mode 100644
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r=this.positionForIndex(e);this.elements[r]==e?this.elements[r+1]=n(this.elements[r+1],t):this.elements.splice(r,0,e,t)},o.Vector.prototype.magnitude=function(){if(this._magnitude)return this._magnitude;for(var e=0,t=this.elements.length,n=1;n<t;n+=2){var r=this.elements[n];e+=r*r}return this._magnitude=Math.sqrt(e)},o.Vector.prototype.dot=function(e){for(var t=0,n=this.elements,r=e.elements,i=n.length,o=r.length,a=0,s=0,c=0,u=0;c<i&&u<o;)a=n[c],s=r[u],a<s?c+=2:a>s?u+=2:a==s&&(t+=n[c+1]*r[u+1],c+=2,u+=2);return t},o.Vector.prototype.similarity=function(e){return this.dot(e)/(this.magnitude()*e.magnitude())},o.Vector.prototype.toArray=function(){for(var e=new Array(this.elements.length/2),t=1,n=0;t<this.elements.length;t+=2,n++)e[n]=this.elements[t];return e},o.Vector.prototype.toJSON=function(){return this.elements},o.stemmer=function(){var e={ational:"ate",tional:"tion",enci:"ence",anci:"ance",izer:"ize",bli:"ble",alli:"al",entli:"ent",eli:"e",ousli:"ous",ization:"ize",ation:"ate",ator:"ate",alism:"al",iveness:"ive",fulness:"ful",ousness:"ous",aliti:"al",iviti:"ive",biliti:"ble",logi:"log"},t={icate:"ic",ative:"",alize:"al",iciti:"ic",ical:"ic",ful:"",ness:""},n="[aeiouy]",r="[^aeiou][^aeiouy]*",i=new RegExp("^([^aeiou][^aeiouy]*)?[aeiouy][aeiou]*[^aeiou][^aeiouy]*"),o=new RegExp("^([^aeiou][^aeiouy]*)?[aeiouy][aeiou]*[^aeiou][^aeiouy]*[aeiouy][aeiou]*[^aeiou][^aeiouy]*"),a=new RegExp("^([^aeiou][^aeiouy]*)?[aeiouy][aeiou]*[^aeiou][^aeiouy]*([aeiouy][aeiou]*)?$"),s=new RegExp("^([^aeiou][^aeiouy]*)?[aeiouy]"),c=/^(.+?)(ss|i)es$/,u=/^(.+?)([^s])s$/,l=/^(.+?)eed$/,f=/^(.+?)(ed|ing)$/,h=/.$/,d=/(at|bl|iz)$/,p=new RegExp("([^aeiouylsz])\\1$"),m=new RegExp("^"+r+n+"[^aeiouwxy]$"),y=/^(.+?[^aeiou])y$/,v=/^(.+?)(ational|tional|enci|anci|izer|bli|alli|entli|eli|ousli|ization|ation|ator|alism|iveness|fulness|ousness|aliti|iviti|biliti|logi)$/,g=/^(.+?)(icate|ative|alize|iciti|ical|ful|ness)$/,w=/^(.+?)(al|ance|ence|er|ic|able|ible|ant|ement|ment|ent|ou|ism|ate|iti|ous|ive|ize)$/,b=/^(.+?)(s|t)(ion)$/,_=/^(.+?)e$/,E=/ll$/,x=new RegExp("^"+r+n+"[^aeiouwxy]$"),k=function(n){var r,k,S,T,L,C,O;if(n.length<3)return n;if(S=n.substr(0,1),"y"==S&&(n=S.toUpperCase()+n.substr(1)),T=c,L=u,T.test(n)?n=n.replace(T,"$1$2"):L.test(n)&&(n=n.replace(L,"$1$2")),T=l,L=f,T.test(n)){var P=T.exec(n);T=i,T.test(P[1])&&(T=h,n=n.replace(T,""))}else if(L.test(n)){var P=L.exec(n);r=P[1],L=s,L.test(r)&&(n=r,L=d,C=p,O=m,L.test(n)?n+="e":C.test(n)?(T=h,n=n.replace(T,"")):O.test(n)&&(n+="e"))}if(T=y,T.test(n)){var P=T.exec(n);r=P[1],n=r+"i"}if(T=v,T.test(n)){var P=T.exec(n);r=P[1],k=P[2],T=i,T.test(r)&&(n=r+e[k])}if(T=g,T.test(n)){var P=T.exec(n);r=P[1],k=P[2],T=i,T.test(r)&&(n=r+t[k])}if(T=w,L=b,T.test(n)){var P=T.exec(n);r=P[1],T=o,T.test(r)&&(n=r)}else if(L.test(n)){var P=L.exec(n);r=P[1]+P[2],L=o,L.test(r)&&(n=r)}if(T=_,T.test(n)){var P=T.exec(n);r=P[1],T=o,L=a,C=x,(T.test(r)||L.test(r)&&!C.test(r))&&(n=r)}return T=E,L=o,T.test(n)&&L.test(n)&&(T=h,n=n.replace(T,"")),"y"==S&&(n=S.toLowerCase()+n.substr(1)),n};return function(e){return e.update(k)}}(),o.Pipeline.registerFunction(o.stemmer,"stemmer"),o.generateStopWordFilter=function(e){var t=e.reduce(function(e,t){return e[t]=t,e},{});return function(e){if(e&&t[e.toString()]!==e.toString())return e}},o.stopWordFilter=o.generateStopWordFilter(["a","able","about","across","after","all","almost","also","am","among","an","and","any","are","as","at","be","because","been","but","by","can","cannot","could","dear","did","do","does","either","else","ever","every","for","from","get","got","had","has","have","he","her","hers","him","his","how","however","i","if","in","into","is","it","its","just","least","let","like","likely","may","me","might","most","must","my","neither","no","nor","not","of","off","often","on","only","or","other","our","own","rather","said","say","says","she","should","since","so","some","than","that","the","their","them","then","there","these","they","this","tis","to","too","twas","us","wants","was","we","were","what","when","where","which","while","who","whom","why","will","with","would","yet","you","your"]),o.Pipeline.registerFunction(o.stopWordFilter,"stopWordFilter"),o.trimmer=function(e){return e.update(function(e){return e.replace(/^\W+/,"").replace(/\W+$/,"")})},o.Pipeline.registerFunction(o.trimmer,"trimmer"),o.TokenSet=function(){this.final=!1,this.edges={},this.id=o.TokenSet._nextId,o.TokenSet._nextId+=1},o.TokenSet._nextId=1,o.TokenSet.fromArray=function(e){for(var t=new o.TokenSet.Builder,n=0,r=e.length;n<r;n++)t.insert(e[n]);return t.finish(),t.root},o.TokenSet.fromClause=function(e){return"editDistance"in e?o.TokenSet.fromFuzzyString(e.term,e.editDistance):o.TokenSet.fromString(e.term)},o.TokenSet.fromFuzzyString=function(e,t){for(var n=new o.TokenSet,r=[{node:n,editsRemaining:t,str:e}];r.length;){var i=r.pop();if(i.str.length>0){var a,s=i.str.charAt(0);s in i.node.edges?a=i.node.edges[s]:(a=new o.TokenSet,i.node.edges[s]=a),1==i.str.length?a.final=!0:r.push({node:a,editsRemaining:i.editsRemaining,str:i.str.slice(1)})}if(i.editsRemaining>0&&i.str.length>1){var c,s=i.str.charAt(1);s in i.node.edges?c=i.node.edges[s]:(c=new o.TokenSet,i.node.edges[s]=c),i.str.length<=2?c.final=!0:r.push({node:c,editsRemaining:i.editsRemaining-1,str:i.str.slice(2)})}if(i.editsRemaining>0&&1==i.str.length&&(i.node.final=!0),i.editsRemaining>0&&i.str.length>=1){if("*"in i.node.edges)var u=i.node.edges["*"];else{var u=new o.TokenSet;i.node.edges["*"]=u}1==i.str.length?u.final=!0:r.push({node:u,editsRemaining:i.editsRemaining-1,str:i.str.slice(1)})}if(i.editsRemaining>0){if("*"in i.node.edges)var l=i.node.edges["*"];else{var l=new o.TokenSet;i.node.edges["*"]=l}0==i.str.length?l.final=!0:r.push({node:l,editsRemaining:i.editsRemaining-1,str:i.str})}if(i.editsRemaining>0&&i.str.length>1){var f,h=i.str.charAt(0),d=i.str.charAt(1);d in i.node.edges?f=i.node.edges[d]:(f=new o.TokenSet,i.node.edges[d]=f),1==i.str.length?f.final=!0:r.push({node:f,editsRemaining:i.editsRemaining-1,str:h+i.str.slice(2)})}}return n},o.TokenSet.fromString=function(e){for(var t=new o.TokenSet,n=t,r=!1,i=0,a=e.length;i<a;i++){var s=e[i],c=i==a-1;if("*"==s)r=!0,t.edges[s]=t,t.final=c;else{var u=new o.TokenSet;u.final=c,t.edges[s]=u,t=u,r&&(t.edges["*"]=n)}}return n},o.TokenSet.prototype.toArray=function(){for(var e=[],t=[{prefix:"",node:this}];t.length;){var n=t.pop(),r=Object.keys(n.node.edges),i=r.length;n.node.final&&e.push(n.prefix);for(var o=0;o<i;o++){var a=r[o];t.push({prefix:n.prefix.concat(a),node:n.node.edges[a]})}}return e},o.TokenSet.prototype.toString=function(){if(this._str)return this._str;for(var e=this.final?"1":"0",t=Object.keys(this.edges).sort(),n=t.length,r=0;r<n;r++){var i=t[r];e=e+i+this.edges[i].id}return e},o.TokenSet.prototype.intersect=function(e){for(var t=new o.TokenSet,n=void 0,r=[{qNode:e,output:t,node:this}];r.length;){n=r.pop();for(var i=Object.keys(n.qNode.edges),a=i.length,s=Object.keys(n.node.edges),c=s.length,u=0;u<a;u++)for(var l=i[u],f=0;f<c;f++){var h=s[f];if(h==l||"*"==l){var d=n.node.edges[h],p=n.qNode.edges[l],m=d.final&&p.final,y=void 0;h in n.output.edges?(y=n.output.edges[h],y.final=y.final||m):(y=new o.TokenSet,y.final=m,n.output.edges[h]=y),r.push({qNode:p,output:y,node:d})}}}return t},o.TokenSet.Builder=function(){this.previousWord="",this.root=new o.TokenSet,this.uncheckedNodes=[],this.minimizedNodes={}},o.TokenSet.Builder.prototype.insert=function(e){var t,n=0;if(e<this.previousWord)throw new Error("Out of order word insertion");for(var r=0;r<e.length&&r<this.previousWord.length&&e[r]==this.previousWord[r];r++)n++;this.minimize(n),t=0==this.uncheckedNodes.length?this.root:this.uncheckedNodes[this.uncheckedNodes.length-1].child;for(var r=n;r<e.length;r++){var i=new o.TokenSet,a=e[r];t.edges[a]=i,this.uncheckedNodes.push({parent:t,char:a,child:i}),t=i}t.final=!0,this.previousWord=e},o.TokenSet.Builder.prototype.finish=function(){this.minimize(0)},o.TokenSet.Builder.prototype.minimize=function(e){for(var t=this.uncheckedNodes.length-1;t>=e;t--){var n=this.uncheckedNodes[t],r=n.child.toString();r in this.minimizedNodes?n.parent.edges[n.char]=this.minimizedNodes[r]:(n.child._str=r,this.minimizedNodes[r]=n.child),this.uncheckedNodes.pop()}},o.Index=function(e){this.invertedIndex=e.invertedIndex,this.fieldVectors=e.fieldVectors,this.tokenSet=e.tokenSet,this.fields=e.fields,this.pipeline=e.pipeline},o.Index.prototype.search=function(e){return this.query(function(t){new o.QueryParser(e,t).parse()})},o.Index.prototype.query=function(e){var t=new o.Query(this.fields),n=Object.create(null),r=Object.create(null);e.call(t,t);for(var i=0;i<t.clauses.length;i++){var a=t.clauses[i],s=null;s=a.usePipeline?this.pipeline.runString(a.term):[a.term];for(var c=0;c<s.length;c++){var u=s[c];a.term=u;for(var l=o.TokenSet.fromClause(a),f=this.tokenSet.intersect(l).toArray(),h=0;h<f.length;h++)for(var d=f[h],p=this.invertedIndex[d],m=p._index,y=0;y<a.fields.length;y++){var v=a.fields[y],g=p[v],w=Object.keys(g);v in r||(r[v]=new o.Vector),r[v].upsert(m,1*a.boost,function(e,t){return e+t});for(var b=0;b<w.length;b++){var _,E,x=w[b],k=new o.FieldRef(x,v);_=g[x],E=new o.MatchData(d,v,_),k in n?n[k].combine(E):n[k]=E}}}}for(var S=Object.keys(n),T={},i=0;i<S.length;i++){var L=o.FieldRef.fromString(S[i]),C=L.docRef,O=this.fieldVectors[L],P=r[L.fieldName].similarity(O);C in T?(T[C].score+=P,T[C].matchData.combine(n[L])):T[C]={ref:C,score:P,matchData:n[L]}}return Object.keys(T).map(function(e){return T[e]}).sort(function(e,t){return t.score-e.score})},o.Index.prototype.toJSON=function(){var e=Object.keys(this.invertedIndex).sort().map(function(e){return[e,this.invertedIndex[e]]},this),t=Object.keys(this.fieldVectors).map(function(e){return[e,this.fieldVectors[e].toJSON()]},this);return{version:o.version,fields:this.fields,fieldVectors:t,invertedIndex:e,pipeline:this.pipeline.toJSON()}},o.Index.load=function(e){var t={},n={},r=e.fieldVectors,i={},a=e.invertedIndex,s=new o.TokenSet.Builder,c=o.Pipeline.load(e.pipeline);e.version!=o.version&&o.utils.warn("Version mismatch when loading serialised index. Current version of lunr '"+o.version+"' does not match serialized index '"+e.version+"'");for(var u=0;u<r.length;u++){var l=r[u],f=l[0],h=l[1];n[f]=new o.Vector(h)}for(var u=0;u<a.length;u++){var l=a[u],d=l[0],p=l[1];s.insert(d),i[d]=p}return s.finish(),t.fields=e.fields,t.fieldVectors=n,t.invertedIndex=i,t.tokenSet=s.root,t.pipeline=c,new o.Index(t)},o.Builder=function(){this._ref="id",this._fields=[],this.invertedIndex=Object.create(null),this.fieldTermFrequencies={},this.fieldLengths={},this.tokenizer=o.tokenizer,this.pipeline=new o.Pipeline,this.searchPipeline=new o.Pipeline,this.documentCount=0,this._b=.75,this._k1=1.2,this.termIndex=0,this.metadataWhitelist=[]},o.Builder.prototype.ref=function(e){this._ref=e},o.Builder.prototype.field=function(e){this._fields.push(e)},o.Builder.prototype.b=function(e){this._b=e<0?0:e>1?1:e},o.Builder.prototype.k1=function(e){this._k1=e},o.Builder.prototype.add=function(e){var t=e[this._ref];this.documentCount+=1;for(var n=0;n<this._fields.length;n++){var r=this._fields[n],i=e[r],a=this.tokenizer(i),s=this.pipeline.run(a),c=new o.FieldRef(t,r),u=Object.create(null);this.fieldTermFrequencies[c]=u,this.fieldLengths[c]=0,this.fieldLengths[c]+=s.length;for(var l=0;l<s.length;l++){var f=s[l];if(void 0==u[f]&&(u[f]=0),u[f]+=1,void 0==this.invertedIndex[f]){var h=Object.create(null);h._index=this.termIndex,this.termIndex+=1;for(var d=0;d<this._fields.length;d++)h[this._fields[d]]=Object.create(null);this.invertedIndex[f]=h}void 0==this.invertedIndex[f][r][t]&&(this.invertedIndex[f][r][t]=Object.create(null));for(var p=0;p<this.metadataWhitelist.length;p++){var m=this.metadataWhitelist[p],y=f.metadata[m];void 0==this.invertedIndex[f][r][t][m]&&(this.invertedIndex[f][r][t][m]=[]),this.invertedIndex[f][r][t][m].push(y)}}}},o.Builder.prototype.calculateAverageFieldLengths=function(){for(var e=Object.keys(this.fieldLengths),t=e.length,n={},r={},i=0;i<t;i++){var a=o.FieldRef.fromString(e[i]),s=a.fieldName;r[s]||(r[s]=0),r[s]+=1,n[s]||(n[s]=0),n[s]+=this.fieldLengths[a]}for(var i=0;i<this._fields.length;i++){var s=this._fields[i];n[s]=n[s]/r[s]}this.averageFieldLength=n},o.Builder.prototype.createFieldVectors=function(){for(var e={},t=Object.keys(this.fieldTermFrequencies),n=t.length,r=0;r<n;r++){for(var i=o.FieldRef.fromString(t[r]),a=i.fieldName,s=this.fieldLengths[i],c=new o.Vector,u=this.fieldTermFrequencies[i],l=Object.keys(u),f=l.length,h=0;h<f;h++){var d=l[h],p=u[d],m=this.invertedIndex[d]._index,y=o.idf(this.invertedIndex[d],this.documentCount),v=y*((this._k1+1)*p)/(this._k1*(1-this._b+this._b*(s/this.averageFieldLength[a]))+p),g=Math.round(1e3*v)/1e3;c.insert(m,g)}e[i]=c}this.fieldVectors=e},o.Builder.prototype.createTokenSet=function(){this.tokenSet=o.TokenSet.fromArray(Object.keys(this.invertedIndex).sort())},o.Builder.prototype.build=function(){return this.calculateAverageFieldLengths(),this.createFieldVectors(),this.createTokenSet(),new o.Index({invertedIndex:this.invertedIndex,fieldVectors:this.fieldVectors,tokenSet:this.tokenSet,fields:this._fields,pipeline:this.searchPipeline})},o.Builder.prototype.use=function(e){var t=Array.prototype.slice.call(arguments,1);t.unshift(this),e.apply(this,t)},o.MatchData=function(e,t,n){for(var r=Object.create(null),i=Object.keys(n),o=0;o<i.length;o++){var a=i[o];r[a]=n[a].slice()}this.metadata=Object.create(null),this.metadata[e]=Object.create(null),this.metadata[e][t]=r},o.MatchData.prototype.combine=function(e){for(var t=Object.keys(e.metadata),n=0;n<t.length;n++){var r=t[n],i=Object.keys(e.metadata[r]);void 0==this.metadata[r]&&(this.metadata[r]=Object.create(null));for(var o=0;o<i.length;o++){var a=i[o],s=Object.keys(e.metadata[r][a]);void 0==this.metadata[r][a]&&(this.metadata[r][a]=Object.create(null));for(var c=0;c<s.length;c++){var u=s[c];void 0==this.metadata[r][a][u]?this.metadata[r][a][u]=e.metadata[r][a][u]:this.metadata[r][a][u]=this.metadata[r][a][u].concat(e.metadata[r][a][u])}}}},o.Query=function(e){this.clauses=[],this.allFields=e},o.Query.wildcard=new String("*"),o.Query.wildcard.NONE=0,o.Query.wildcard.LEADING=1,o.Query.wildcard.TRAILING=2,o.Query.prototype.clause=function(e){return"fields"in e||(e.fields=this.allFields),"boost"in e||(e.boost=1),"usePipeline"in e||(e.usePipeline=!0),"wildcard"in e||(e.wildcard=o.Query.wildcard.NONE),e.wildcard&o.Query.wildcard.LEADING&&e.term.charAt(0)!=o.Query.wildcard&&(e.term="*"+e.term),e.wildcard&o.Query.wildcard.TRAILING&&e.term.slice(-1)!=o.Query.wildcard&&(e.term=e.term+"*"),this.clauses.push(e),this},o.Query.prototype.term=function(e,t){var n=t||{};return n.term=e,this.clause(n),this},o.QueryParseError=function(e,t,n){this.name="QueryParseError",this.message=e,this.start=t,this.end=n},o.QueryParseError.prototype=new Error,o.QueryLexer=function(e){this.lexemes=[],this.str=e,this.length=e.length,this.pos=0,this.start=0,this.escapeCharPositions=[]},o.QueryLexer.prototype.run=function(){for(var e=o.QueryLexer.lexText;e;)e=e(this)},o.QueryLexer.prototype.sliceString=function(){for(var e=[],t=this.start,n=this.pos,r=0;r<this.escapeCharPositions.length;r++)n=this.escapeCharPositions[r],e.push(this.str.slice(t,n)),t=n+1;return e.push(this.str.slice(t,this.pos)),this.escapeCharPositions.length=0,e.join("")},o.QueryLexer.prototype.emit=function(e){this.lexemes.push({type:e,str:this.sliceString(),start:this.start,end:this.pos}),this.start=this.pos},o.QueryLexer.prototype.escapeCharacter=function(){this.escapeCharPositions.push(this.pos-1),this.pos+=1},o.QueryLexer.prototype.next=function(){if(this.pos>=this.length)return o.QueryLexer.EOS;var e=this.str.charAt(this.pos);return this.pos+=1,e},o.QueryLexer.prototype.width=function(){return this.pos-this.start},o.QueryLexer.prototype.ignore=function(){this.start==this.pos&&(this.pos+=1),this.start=this.pos},o.QueryLexer.prototype.backup=function(){this.pos-=1},o.QueryLexer.prototype.acceptDigitRun=function(){var e,t;do{e=this.next(),t=e.charCodeAt(0)}while(t>47&&t<58);e!=o.QueryLexer.EOS&&this.backup()},o.QueryLexer.prototype.more=function(){return this.pos<this.length},o.QueryLexer.EOS="EOS",o.QueryLexer.FIELD="FIELD",o.QueryLexer.TERM="TERM",o.QueryLexer.EDIT_DISTANCE="EDIT_DISTANCE",o.QueryLexer.BOOST="BOOST",o.QueryLexer.lexField=function(e){return e.backup(),e.emit(o.QueryLexer.FIELD),e.ignore(),o.QueryLexer.lexText},o.QueryLexer.lexTerm=function(e){if(e.width()>1&&(e.backup(),e.emit(o.QueryLexer.TERM)),e.ignore(),e.more())return o.QueryLexer.lexText},o.QueryLexer.lexEditDistance=function(e){return e.ignore(),e.acceptDigitRun(),e.emit(o.QueryLexer.EDIT_DISTANCE),o.QueryLexer.lexText},o.QueryLexer.lexBoost=function(e){return e.ignore(),e.acceptDigitRun(),e.emit(o.QueryLexer.BOOST),o.QueryLexer.lexText},o.QueryLexer.lexEOS=function(e){e.width()>0&&e.emit(o.QueryLexer.TERM)},o.QueryLexer.termSeparator=o.tokenizer.separator,o.QueryLexer.lexText=function(e){for(;;){var t=e.next();if(t==o.QueryLexer.EOS)return o.QueryLexer.lexEOS;if(92!=t.charCodeAt(0)){if(":"==t)return o.QueryLexer.lexField;if("~"==t)return e.backup(),e.width()>0&&e.emit(o.QueryLexer.TERM),o.QueryLexer.lexEditDistance;if("^"==t)return e.backup(),e.width()>0&&e.emit(o.QueryLexer.TERM),o.QueryLexer.lexBoost;if(t.match(o.QueryLexer.termSeparator))return o.QueryLexer.lexTerm}else e.escapeCharacter()}},o.QueryParser=function(e,t){this.lexer=new o.QueryLexer(e),this.query=t,this.currentClause={},this.lexemeIdx=0},o.QueryParser.prototype.parse=function(){this.lexer.run(),this.lexemes=this.lexer.lexemes;for(var e=o.QueryParser.parseFieldOrTerm;e;)e=e(this);return this.query},o.QueryParser.prototype.peekLexeme=function(){return this.lexemes[this.lexemeIdx]},o.QueryParser.prototype.consumeLexeme=function(){var e=this.peekLexeme();return this.lexemeIdx+=1,e},o.QueryParser.prototype.nextClause=function(){var e=this.currentClause;this.query.clause(e),this.currentClause={}},o.QueryParser.parseFieldOrTerm=function(e){var t=e.peekLexeme();if(void 0!=t)switch(t.type){case o.QueryLexer.FIELD:return o.QueryParser.parseField;case o.QueryLexer.TERM:return o.QueryParser.parseTerm;default:var n="expected either a field or a term, found "+t.type;throw t.str.length>=1&&(n+=" with value '"+t.str+"'"),new o.QueryParseError(n,t.start,t.end)}},o.QueryParser.parseField=function(e){var t=e.consumeLexeme();if(void 0!=t){if(-1==e.query.allFields.indexOf(t.str)){var n=e.query.allFields.map(function(e){return"'"+e+"'"}).join(", "),r="unrecognised field '"+t.str+"', possible fields: "+n;throw new o.QueryParseError(r,t.start,t.end)}e.currentClause.fields=[t.str];var i=e.peekLexeme();if(void 0==i){var r="expecting term, found 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diff --git a/assets/javascripts/lunr/lunr.da.js b/assets/javascripts/lunr/lunr.da.js
new file mode 100644
index 00000000..51fbc652
--- /dev/null
+++ b/assets/javascripts/lunr/lunr.da.js
@@ -0,0 +1 @@
+!function(e,r){"function"==typeof define&&define.amd?define(r):"object"==typeof exports?module.exports=r():r()(e.lunr)}(this,function(){return function(e){if(void 0===e)throw new Error("Lunr is not present. Please include / require Lunr before this script.");if(void 0===e.stemmerSupport)throw new Error("Lunr stemmer support is not present. Please include / require Lunr stemmer support before this script.");e.da=function(){this.pipeline.reset(),this.pipeline.add(e.da.trimmer,e.da.stopWordFilter,e.da.stemmer),this.searchPipeline&&(this.searchPipeline.reset(),this.searchPipeline.add(e.da.stemmer))},e.da.wordCharacters="A-Za-zªºÀ-ÖØ-öø-ʸˠ-ˤᴀ-ᴥᴬ-ᵜᵢ-ᵥᵫ-ᵷᵹ-ᶾḀ-ỿⁱⁿₐ-ₜKÅℲⅎⅠ-ↈⱠ-ⱿꜢ-ꞇꞋ-ꞭꞰ-ꞷꟷ-ꟿꬰ-ꭚꭜ-ꭤff-stＡ-Ｚａ-ｚ",e.da.trimmer=e.trimmerSupport.generateTrimmer(e.da.wordCharacters),e.Pipeline.registerFunction(e.da.trimmer,"trimmer-da"),e.da.stemmer=function(){var r=e.stemmerSupport.Among,i=e.stemmerSupport.SnowballProgram,n=new function(){function e(){var e,r=f.cursor+3;if(d=f.limit,0<=r&&r<=f.limit){for(a=r;;){if(e=f.cursor,f.in_grouping(w,97,248)){f.cursor=e;break}if(f.cursor=e,e>=f.limit)return;f.cursor++}for(;!f.out_grouping(w,97,248);){if(f.cursor>=f.limit)return;f.cursor++}(d=f.cursor)<a&&(d=a)}}function n(){var e,r;if(f.cursor>=d&&(r=f.limit_backward,f.limit_backward=d,f.ket=f.cursor,e=f.find_among_b(c,32),f.limit_backward=r,e))switch(f.bra=f.cursor,e){case 1:f.slice_del();break;case 2:f.in_grouping_b(p,97,229)&&f.slice_del()}}function t(){var e,r=f.limit-f.cursor;f.cursor>=d&&(e=f.limit_backward,f.limit_backward=d,f.ket=f.cursor,f.find_among_b(l,4)?(f.bra=f.cursor,f.limit_backward=e,f.cursor=f.limit-r,f.cursor>f.limit_backward&&(f.cursor--,f.bra=f.cursor,f.slice_del())):f.limit_backward=e)}function s(){var e,r,i,n=f.limit-f.cursor;if(f.ket=f.cursor,f.eq_s_b(2,"st")&&(f.bra=f.cursor,f.eq_s_b(2,"ig")&&f.slice_del()),f.cursor=f.limit-n,f.cursor>=d&&(r=f.limit_backward,f.limit_backward=d,f.ket=f.cursor,e=f.find_among_b(m,5),f.limit_backward=r,e))switch(f.bra=f.cursor,e){case 1:f.slice_del(),i=f.limit-f.cursor,t(),f.cursor=f.limit-i;break;case 2:f.slice_from("løs")}}function o(){var e;f.cursor>=d&&(e=f.limit_backward,f.limit_backward=d,f.ket=f.cursor,f.out_grouping_b(w,97,248)?(f.bra=f.cursor,u=f.slice_to(u),f.limit_backward=e,f.eq_v_b(u)&&f.slice_del()):f.limit_backward=e)}var a,d,u,c=[new r("hed",-1,1),new r("ethed",0,1),new r("ered",-1,1),new r("e",-1,1),new r("erede",3,1),new r("ende",3,1),new r("erende",5,1),new r("ene",3,1),new r("erne",3,1),new r("ere",3,1),new r("en",-1,1),new r("heden",10,1),new r("eren",10,1),new r("er",-1,1),new r("heder",13,1),new r("erer",13,1),new r("s",-1,2),new r("heds",16,1),new r("es",16,1),new r("endes",18,1),new r("erendes",19,1),new r("enes",18,1),new r("ernes",18,1),new r("eres",18,1),new r("ens",16,1),new r("hedens",24,1),new r("erens",24,1),new r("ers",16,1),new r("ets",16,1),new r("erets",28,1),new r("et",-1,1),new r("eret",30,1)],l=[new r("gd",-1,-1),new r("dt",-1,-1),new r("gt",-1,-1),new r("kt",-1,-1)],m=[new r("ig",-1,1),new r("lig",0,1),new r("elig",1,1),new r("els",-1,1),new r("løst",-1,2)],w=[17,65,16,1,0,0,0,0,0,0,0,0,0,0,0,0,48,0,128],p=[239,254,42,3,0,0,0,0,0,0,0,0,0,0,0,0,16],f=new i;this.setCurrent=function(e){f.setCurrent(e)},this.getCurrent=function(){return f.getCurrent()},this.stem=function(){var r=f.cursor;return e(),f.limit_backward=r,f.cursor=f.limit,n(),f.cursor=f.limit,t(),f.cursor=f.limit,s(),f.cursor=f.limit,o(),!0}};return function(e){return"function"==typeof e.update?e.update(function(e){return n.setCurrent(e),n.stem(),n.getCurrent()}):(n.setCurrent(e),n.stem(),n.getCurrent())}}(),e.Pipeline.registerFunction(e.da.stemmer,"stemmer-da"),e.da.stopWordFilter=e.generateStopWordFilter("ad af alle alt anden at blev blive bliver da de dem den denne der deres det dette dig din disse dog du efter eller en end er et for fra ham han hans har havde have hende hendes her hos hun hvad hvis hvor i ikke ind jeg jer jo kunne man mange med meget men mig min mine mit mod ned noget nogle nu når og også om op os over på selv sig sin sine sit skal skulle som sådan thi til ud under var vi vil ville vor være været".split(" ")),e.Pipeline.registerFunction(e.da.stopWordFilter,"stopWordFilter-da")}});
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diff --git a/assets/javascripts/lunr/lunr.de.js b/assets/javascripts/lunr/lunr.de.js
new file mode 100644
index 00000000..6f6bfd4b
--- /dev/null
+++ b/assets/javascripts/lunr/lunr.de.js
@@ -0,0 +1 @@
+!function(e,r){"function"==typeof define&&define.amd?define(r):"object"==typeof exports?module.exports=r():r()(e.lunr)}(this,function(){return function(e){if(void 0===e)throw new Error("Lunr is not present. Please include / require Lunr before this script.");if(void 0===e.stemmerSupport)throw new Error("Lunr stemmer support is not present. 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r,n,i,s,t=v.cursor;;)if(r=v.cursor,v.bra=r,v.eq_s(1,"ß"))v.ket=v.cursor,v.slice_from("ss");else{if(r>=v.limit)break;v.cursor=r+1}for(v.cursor=t;;)for(n=v.cursor;;){if(i=v.cursor,v.in_grouping(p,97,252)){if(s=v.cursor,v.bra=s,e("u","U",i))break;if(v.cursor=s,e("y","Y",i))break}if(i>=v.limit)return void(v.cursor=n);v.cursor=i+1}}function s(){for(;!v.in_grouping(p,97,252);){if(v.cursor>=v.limit)return!0;v.cursor++}for(;!v.out_grouping(p,97,252);){if(v.cursor>=v.limit)return!0;v.cursor++}return!1}function t(){m=v.limit,l=m;var e=v.cursor+3;0<=e&&e<=v.limit&&(d=e,s()||((m=v.cursor)<d&&(m=d),s()||(l=v.cursor)))}function o(){for(var e,r;;){if(r=v.cursor,v.bra=r,!(e=v.find_among(h,6)))return;switch(v.ket=v.cursor,e){case 1:v.slice_from("y");break;case 2:case 5:v.slice_from("u");break;case 3:v.slice_from("a");break;case 4:v.slice_from("o");break;case 6:if(v.cursor>=v.limit)return;v.cursor++}}}function c(){return m<=v.cursor}function u(){return l<=v.cursor}function a(){var e,r,n,i,s=v.limit-v.cursor;if(v.ket=v.cursor,(e=v.find_among_b(w,7))&&(v.bra=v.cursor,c()))switch(e){case 1:v.slice_del();break;case 2:v.slice_del(),v.ket=v.cursor,v.eq_s_b(1,"s")&&(v.bra=v.cursor,v.eq_s_b(3,"nis")&&v.slice_del());break;case 3:v.in_grouping_b(g,98,116)&&v.slice_del()}if(v.cursor=v.limit-s,v.ket=v.cursor,(e=v.find_among_b(f,4))&&(v.bra=v.cursor,c()))switch(e){case 1:v.slice_del();break;case 2:if(v.in_grouping_b(k,98,116)){var t=v.cursor-3;v.limit_backward<=t&&t<=v.limit&&(v.cursor=t,v.slice_del())}}if(v.cursor=v.limit-s,v.ket=v.cursor,(e=v.find_among_b(_,8))&&(v.bra=v.cursor,u()))switch(e){case 1:v.slice_del(),v.ket=v.cursor,v.eq_s_b(2,"ig")&&(v.bra=v.cursor,r=v.limit-v.cursor,v.eq_s_b(1,"e")||(v.cursor=v.limit-r,u()&&v.slice_del()));break;case 2:n=v.limit-v.cursor,v.eq_s_b(1,"e")||(v.cursor=v.limit-n,v.slice_del());break;case 3:if(v.slice_del(),v.ket=v.cursor,i=v.limit-v.cursor,!v.eq_s_b(2,"er")&&(v.cursor=v.limit-i,!v.eq_s_b(2,"en")))break;v.bra=v.cursor,c()&&v.slice_del();break;case 4:v.slice_del(),v.ket=v.cursor,(e=v.find_among_b(b,2))&&(v.bra=v.cursor,u()&&1==e&&v.slice_del())}}var d,l,m,h=[new r("",-1,6),new r("U",0,2),new r("Y",0,1),new r("ä",0,3),new r("ö",0,4),new r("ü",0,5)],w=[new r("e",-1,2),new r("em",-1,1),new r("en",-1,2),new r("ern",-1,1),new r("er",-1,1),new r("s",-1,3),new r("es",5,2)],f=[new r("en",-1,1),new r("er",-1,1),new r("st",-1,2),new r("est",2,1)],b=[new r("ig",-1,1),new r("lich",-1,1)],_=[new r("end",-1,1),new r("ig",-1,2),new r("ung",-1,1),new r("lich",-1,3),new r("isch",-1,2),new r("ik",-1,2),new r("heit",-1,3),new r("keit",-1,4)],p=[17,65,16,1,0,0,0,0,0,0,0,0,0,0,0,0,8,0,32,8],g=[117,30,5],k=[117,30,4],v=new n;this.setCurrent=function(e){v.setCurrent(e)},this.getCurrent=function(){return v.getCurrent()},this.stem=function(){var e=v.cursor;return i(),v.cursor=e,t(),v.limit_backward=e,v.cursor=v.limit,a(),v.cursor=v.limit_backward,o(),!0}};return function(e){return"function"==typeof e.update?e.update(function(e){return i.setCurrent(e),i.stem(),i.getCurrent()}):(i.setCurrent(e),i.stem(),i.getCurrent())}}(),e.Pipeline.registerFunction(e.de.stemmer,"stemmer-de"),e.de.stopWordFilter=e.generateStopWordFilter("aber alle allem allen aller alles als also am an ander andere anderem anderen anderer anderes anderm andern anderr anders auch auf aus bei bin bis bist da damit dann das dasselbe dazu daß dein deine deinem deinen deiner deines dem demselben den denn denselben der derer derselbe derselben des desselben dessen dich die dies diese dieselbe dieselben diesem diesen dieser dieses dir doch dort du durch ein eine einem einen einer eines einig einige einigem einigen einiger einiges einmal er es etwas euch euer eure eurem euren eurer eures für gegen gewesen hab habe haben hat hatte hatten hier hin hinter ich ihm ihn ihnen ihr ihre ihrem ihren ihrer ihres im in indem ins ist jede jedem jeden jeder jedes jene jenem jenen jener jenes jetzt kann kein keine keinem keinen keiner keines können könnte machen man manche manchem manchen mancher manches mein meine meinem meinen meiner meines mich mir mit muss musste nach nicht nichts noch nun nur ob oder ohne sehr sein seine seinem seinen seiner seines selbst sich sie sind so solche solchem solchen solcher solches soll sollte sondern sonst um und uns unse unsem unsen unser unses unter viel vom von vor war waren warst was weg weil weiter welche welchem welchen welcher welches wenn werde werden wie wieder will wir wird wirst wo wollen wollte während würde würden zu zum zur zwar zwischen über".split(" ")),e.Pipeline.registerFunction(e.de.stopWordFilter,"stopWordFilter-de")}});
\ No newline at end of file
diff --git a/assets/javascripts/lunr/lunr.du.js b/assets/javascripts/lunr/lunr.du.js
new file mode 100644
index 00000000..22819ea8
--- /dev/null
+++ b/assets/javascripts/lunr/lunr.du.js
@@ -0,0 +1 @@
+!function(r,e){"function"==typeof define&&define.amd?define(e):"object"==typeof exports?module.exports=e():e()(r.lunr)}(this,function(){return function(r){if(void 0===r)throw new Error("Lunr is not present. Please include / require Lunr before this script.");if(void 0===r.stemmerSupport)throw new Error("Lunr stemmer support is not present. Please include / require Lunr stemmer support before this script.");r.du=function(){this.pipeline.reset(),this.pipeline.add(r.du.trimmer,r.du.stopWordFilter,r.du.stemmer),this.searchPipeline&&(this.searchPipeline.reset(),this.searchPipeline.add(r.du.stemmer))},r.du.wordCharacters="A-Za-zªºÀ-ÖØ-öø-ʸˠ-ˤᴀ-ᴥᴬ-ᵜᵢ-ᵥᵫ-ᵷᵹ-ᶾḀ-ỿⁱⁿₐ-ₜKÅℲⅎⅠ-ↈⱠ-ⱿꜢ-ꞇꞋ-ꞭꞰ-ꞷꟷ-ꟿꬰ-ꭚꭜ-ꭤff-stＡ-Ｚａ-ｚ",r.du.trimmer=r.trimmerSupport.generateTrimmer(r.du.wordCharacters),r.Pipeline.registerFunction(r.du.trimmer,"trimmer-du"),r.du.stemmer=function(){var e=r.stemmerSupport.Among,i=r.stemmerSupport.SnowballProgram,n=new function(){function r(){for(var r,e,i,o=C.cursor;;){if(C.bra=C.cursor,r=C.find_among(b,11))switch(C.ket=C.cursor,r){case 1:C.slice_from("a");continue;case 2:C.slice_from("e");continue;case 3:C.slice_from("i");continue;case 4:C.slice_from("o");continue;case 5:C.slice_from("u");continue;case 6:if(C.cursor>=C.limit)break;C.cursor++;continue}break}for(C.cursor=o,C.bra=o,C.eq_s(1,"y")?(C.ket=C.cursor,C.slice_from("Y")):C.cursor=o;;)if(e=C.cursor,C.in_grouping(q,97,232)){if(i=C.cursor,C.bra=i,C.eq_s(1,"i"))C.ket=C.cursor,C.in_grouping(q,97,232)&&(C.slice_from("I"),C.cursor=e);else if(C.cursor=i,C.eq_s(1,"y"))C.ket=C.cursor,C.slice_from("Y"),C.cursor=e;else if(n(e))break}else if(n(e))break}function n(r){return C.cursor=r,r>=C.limit||(C.cursor++,!1)}function o(){_=C.limit,f=_,t()||((_=C.cursor)<3&&(_=3),t()||(f=C.cursor))}function t(){for(;!C.in_grouping(q,97,232);){if(C.cursor>=C.limit)return!0;C.cursor++}for(;!C.out_grouping(q,97,232);){if(C.cursor>=C.limit)return!0;C.cursor++}return!1}function s(){for(var r;;)if(C.bra=C.cursor,r=C.find_among(p,3))switch(C.ket=C.cursor,r){case 1:C.slice_from("y");break;case 2:C.slice_from("i");break;case 3:if(C.cursor>=C.limit)return;C.cursor++}}function u(){return _<=C.cursor}function c(){return f<=C.cursor}function a(){var r=C.limit-C.cursor;C.find_among_b(g,3)&&(C.cursor=C.limit-r,C.ket=C.cursor,C.cursor>C.limit_backward&&(C.cursor--,C.bra=C.cursor,C.slice_del()))}function l(){var r;w=!1,C.ket=C.cursor,C.eq_s_b(1,"e")&&(C.bra=C.cursor,u()&&(r=C.limit-C.cursor,C.out_grouping_b(q,97,232)&&(C.cursor=C.limit-r,C.slice_del(),w=!0,a())))}function m(){var r;u()&&(r=C.limit-C.cursor,C.out_grouping_b(q,97,232)&&(C.cursor=C.limit-r,C.eq_s_b(3,"gem")||(C.cursor=C.limit-r,C.slice_del(),a())))}function d(){var r,e,i,n,o,t,s=C.limit-C.cursor;if(C.ket=C.cursor,r=C.find_among_b(h,5))switch(C.bra=C.cursor,r){case 1:u()&&C.slice_from("heid");break;case 2:m();break;case 3:u()&&C.out_grouping_b(j,97,232)&&C.slice_del()}if(C.cursor=C.limit-s,l(),C.cursor=C.limit-s,C.ket=C.cursor,C.eq_s_b(4,"heid")&&(C.bra=C.cursor,c()&&(e=C.limit-C.cursor,C.eq_s_b(1,"c")||(C.cursor=C.limit-e,C.slice_del(),C.ket=C.cursor,C.eq_s_b(2,"en")&&(C.bra=C.cursor,m())))),C.cursor=C.limit-s,C.ket=C.cursor,r=C.find_among_b(k,6))switch(C.bra=C.cursor,r){case 1:if(c()){if(C.slice_del(),i=C.limit-C.cursor,C.ket=C.cursor,C.eq_s_b(2,"ig")&&(C.bra=C.cursor,c()&&(n=C.limit-C.cursor,!C.eq_s_b(1,"e")))){C.cursor=C.limit-n,C.slice_del();break}C.cursor=C.limit-i,a()}break;case 2:c()&&(o=C.limit-C.cursor,C.eq_s_b(1,"e")||(C.cursor=C.limit-o,C.slice_del()));break;case 3:c()&&(C.slice_del(),l());break;case 4:c()&&C.slice_del();break;case 5:c()&&w&&C.slice_del()}C.cursor=C.limit-s,C.out_grouping_b(z,73,232)&&(t=C.limit-C.cursor,C.find_among_b(v,4)&&C.out_grouping_b(q,97,232)&&(C.cursor=C.limit-t,C.ket=C.cursor,C.cursor>C.limit_backward&&(C.cursor--,C.bra=C.cursor,C.slice_del())))}var f,_,w,b=[new e("",-1,6),new e("á",0,1),new e("ä",0,1),new e("é",0,2),new e("ë",0,2),new e("í",0,3),new e("ï",0,3),new e("ó",0,4),new e("ö",0,4),new e("ú",0,5),new e("ü",0,5)],p=[new e("",-1,3),new e("I",0,2),new e("Y",0,1)],g=[new e("dd",-1,-1),new e("kk",-1,-1),new e("tt",-1,-1)],h=[new e("ene",-1,2),new e("se",-1,3),new e("en",-1,2),new e("heden",2,1),new e("s",-1,3)],k=[new e("end",-1,1),new e("ig",-1,2),new e("ing",-1,1),new e("lijk",-1,3),new e("baar",-1,4),new e("bar",-1,5)],v=[new e("aa",-1,-1),new e("ee",-1,-1),new e("oo",-1,-1),new e("uu",-1,-1)],q=[17,65,16,1,0,0,0,0,0,0,0,0,0,0,0,0,128],z=[1,0,0,17,65,16,1,0,0,0,0,0,0,0,0,0,0,0,0,128],j=[17,67,16,1,0,0,0,0,0,0,0,0,0,0,0,0,128],C=new i;this.setCurrent=function(r){C.setCurrent(r)},this.getCurrent=function(){return C.getCurrent()},this.stem=function(){var e=C.cursor;return r(),C.cursor=e,o(),C.limit_backward=e,C.cursor=C.limit,d(),C.cursor=C.limit_backward,s(),!0}};return function(r){return"function"==typeof r.update?r.update(function(r){return n.setCurrent(r),n.stem(),n.getCurrent()}):(n.setCurrent(r),n.stem(),n.getCurrent())}}(),r.Pipeline.registerFunction(r.du.stemmer,"stemmer-du"),r.du.stopWordFilter=r.generateStopWordFilter(" aan al alles als altijd andere ben bij daar dan dat de der deze die dit doch doen door dus een eens en er ge geen geweest haar had heb hebben heeft hem het hier hij hoe hun iemand iets ik in is ja je kan kon kunnen maar me meer men met mij mijn moet na naar niet niets nog nu of om omdat onder ons ook op over reeds te tegen toch toen tot u uit uw van veel voor want waren was wat werd wezen wie wil worden wordt zal ze zelf zich zij zijn zo zonder zou".split(" ")),r.Pipeline.registerFunction(r.du.stopWordFilter,"stopWordFilter-du")}});
\ No newline at end of file
diff --git a/assets/javascripts/lunr/lunr.es.js b/assets/javascripts/lunr/lunr.es.js
new file mode 100644
index 00000000..a832f26a
--- /dev/null
+++ b/assets/javascripts/lunr/lunr.es.js
@@ -0,0 +1 @@
+!function(e,s){"function"==typeof define&&define.amd?define(s):"object"==typeof exports?module.exports=s():s()(e.lunr)}(this,function(){return function(e){if(void 0===e)throw new Error("Lunr is not present. Please include / require Lunr before this script.");if(void 0===e.stemmerSupport)throw new Error("Lunr stemmer support is not present. Please include / require Lunr stemmer support before this script.");e.es=function(){this.pipeline.reset(),this.pipeline.add(e.es.trimmer,e.es.stopWordFilter,e.es.stemmer),this.searchPipeline&&(this.searchPipeline.reset(),this.searchPipeline.add(e.es.stemmer))},e.es.wordCharacters="A-Za-zªºÀ-ÖØ-öø-ʸˠ-ˤᴀ-ᴥᴬ-ᵜᵢ-ᵥᵫ-ᵷᵹ-ᶾḀ-ỿⁱⁿₐ-ₜKÅℲⅎⅠ-ↈⱠ-ⱿꜢ-ꞇꞋ-ꞭꞰ-ꞷꟷ-ꟿꬰ-ꭚꭜ-ꭤff-stＡ-Ｚａ-ｚ",e.es.trimmer=e.trimmerSupport.generateTrimmer(e.es.wordCharacters),e.Pipeline.registerFunction(e.es.trimmer,"trimmer-es"),e.es.stemmer=function(){var s=e.stemmerSupport.Among,r=e.stemmerSupport.SnowballProgram,n=new function(){function e(){if(A.out_grouping(x,97,252)){for(;!A.in_grouping(x,97,252);){if(A.cursor>=A.limit)return!0;A.cursor++}return!1}return!0}function n(){if(A.in_grouping(x,97,252)){var s=A.cursor;if(e()){if(A.cursor=s,!A.in_grouping(x,97,252))return!0;for(;!A.out_grouping(x,97,252);){if(A.cursor>=A.limit)return!0;A.cursor++}}return!1}return!0}function i(){var s,r=A.cursor;if(n()){if(A.cursor=r,!A.out_grouping(x,97,252))return;if(s=A.cursor,e()){if(A.cursor=s,!A.in_grouping(x,97,252)||A.cursor>=A.limit)return;A.cursor++}}g=A.cursor}function a(){for(;!A.in_grouping(x,97,252);){if(A.cursor>=A.limit)return!1;A.cursor++}for(;!A.out_grouping(x,97,252);){if(A.cursor>=A.limit)return!1;A.cursor++}return!0}function t(){var e=A.cursor;g=A.limit,p=g,v=g,i(),A.cursor=e,a()&&(p=A.cursor,a()&&(v=A.cursor))}function o(){for(var e;;){if(A.bra=A.cursor,e=A.find_among(k,6))switch(A.ket=A.cursor,e){case 1:A.slice_from("a");continue;case 2:A.slice_from("e");continue;case 3:A.slice_from("i");continue;case 4:A.slice_from("o");continue;case 5:A.slice_from("u");continue;case 6:if(A.cursor>=A.limit)break;A.cursor++;continue}break}}function u(){return g<=A.cursor}function w(){return p<=A.cursor}function c(){return v<=A.cursor}function m(){var e;if(A.ket=A.cursor,A.find_among_b(y,13)&&(A.bra=A.cursor,(e=A.find_among_b(q,11))&&u()))switch(e){case 1:A.bra=A.cursor,A.slice_from("iendo");break;case 2:A.bra=A.cursor,A.slice_from("ando");break;case 3:A.bra=A.cursor,A.slice_from("ar");break;case 4:A.bra=A.cursor,A.slice_from("er");break;case 5:A.bra=A.cursor,A.slice_from("ir");break;case 6:A.slice_del();break;case 7:A.eq_s_b(1,"u")&&A.slice_del()}}function l(e,s){if(!c())return!0;A.slice_del(),A.ket=A.cursor;var r=A.find_among_b(e,s);return r&&(A.bra=A.cursor,1==r&&c()&&A.slice_del()),!1}function d(e){return!c()||(A.slice_del(),A.ket=A.cursor,A.eq_s_b(2,e)&&(A.bra=A.cursor,c()&&A.slice_del()),!1)}function b(){var e;if(A.ket=A.cursor,e=A.find_among_b(S,46)){switch(A.bra=A.cursor,e){case 1:if(!c())return!1;A.slice_del();break;case 2:if(d("ic"))return!1;break;case 3:if(!c())return!1;A.slice_from("log");break;case 4:if(!c())return!1;A.slice_from("u");break;case 5:if(!c())return!1;A.slice_from("ente");break;case 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diff --git a/assets/javascripts/lunr/lunr.fi.js b/assets/javascripts/lunr/lunr.fi.js
new file mode 100644
index 00000000..592cad89
--- /dev/null
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diff --git a/assets/javascripts/lunr/lunr.fr.js b/assets/javascripts/lunr/lunr.fr.js
new file mode 100644
index 00000000..6f6ab7e3
--- /dev/null
+++ b/assets/javascripts/lunr/lunr.fr.js
@@ -0,0 +1 @@
+!function(e,r){"function"==typeof define&&define.amd?define(r):"object"==typeof exports?module.exports=r():r()(e.lunr)}(this,function(){return function(e){if(void 0===e)throw new Error("Lunr is not present. Please include / require Lunr before this script.");if(void 0===e.stemmerSupport)throw new Error("Lunr stemmer support is not present. 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r("issiez",-1,1),new r("irez",-1,1),new r("issez",-1,1)],I=[new r("a",-1,3),new r("era",0,2),new r("asse",-1,3),new r("ante",-1,3),new r("ée",-1,2),new r("ai",-1,3),new r("erai",5,2),new r("er",-1,2),new r("as",-1,3),new r("eras",8,2),new r("âmes",-1,3),new r("asses",-1,3),new r("antes",-1,3),new r("âtes",-1,3),new r("ées",-1,2),new r("ais",-1,3),new r("erais",15,2),new r("ions",-1,1),new r("erions",17,2),new r("assions",17,3),new r("erons",-1,2),new r("ants",-1,3),new r("és",-1,2),new r("ait",-1,3),new r("erait",23,2),new r("ant",-1,3),new r("aIent",-1,3),new r("eraIent",26,2),new r("èrent",-1,2),new r("assent",-1,3),new r("eront",-1,2),new r("ât",-1,3),new r("ez",-1,2),new r("iez",32,2),new r("eriez",33,2),new r("assiez",33,3),new r("erez",32,2),new r("é",-1,2)],P=[new r("e",-1,3),new r("Ière",0,2),new r("ière",0,2),new r("ion",-1,1),new r("Ier",-1,2),new r("ier",-1,2),new r("ë",-1,4)],U=[new r("ell",-1,-1),new r("eill",-1,-1),new r("enn",-1,-1),new r("onn",-1,-1),new 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fusse fussent fusses fussiez fussions fut fûmes fût fûtes ici il ils j je l la le les leur leurs lui m ma mais me mes moi mon même n ne nos notre nous on ont ou par pas pour qu que quel quelle quelles quels qui s sa sans se sera serai seraient serais serait seras serez seriez serions serons seront ses soi soient sois soit sommes son sont soyez soyons suis sur t ta te tes toi ton tu un une vos votre vous y à étaient étais était étant étiez étions été étée étées étés êtes".split(" ")),e.Pipeline.registerFunction(e.fr.stopWordFilter,"stopWordFilter-fr")}});
\ No newline at end of file
diff --git a/assets/javascripts/lunr/lunr.hu.js b/assets/javascripts/lunr/lunr.hu.js
new file mode 100644
index 00000000..180e6ea9
--- /dev/null
+++ b/assets/javascripts/lunr/lunr.hu.js
@@ -0,0 +1 @@
+!function(e,n){"function"==typeof define&&define.amd?define(n):"object"==typeof exports?module.exports=n():n()(e.lunr)}(this,function(){return function(e){if(void 0===e)throw new Error("Lunr is not present. Please include / require Lunr before this script.");if(void 0===e.stemmerSupport)throw new Error("Lunr stemmer support is not present. 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diff --git a/assets/javascripts/lunr/lunr.it.js b/assets/javascripts/lunr/lunr.it.js
new file mode 100644
index 00000000..0b5b6400
--- /dev/null
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diff --git a/assets/javascripts/lunr/lunr.jp.js b/assets/javascripts/lunr/lunr.jp.js
new file mode 100644
index 00000000..605cd387
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+++ b/assets/javascripts/lunr/lunr.jp.js
@@ -0,0 +1 @@
+!function(e,r){"function"==typeof define&&define.amd?define(r):"object"==typeof exports?module.exports=r():r()(e.lunr)}(this,function(){return function(e){if(void 0===e)throw new Error("Lunr is not present. Please include / require Lunr before this script.");if(void 0===e.stemmerSupport)throw new Error("Lunr stemmer support is not present. Please include / require Lunr stemmer support before this script.");var r="2"==e.version[0];e.jp=function(){this.pipeline.reset(),this.pipeline.add(e.jp.stopWordFilter,e.jp.stemmer),r?this.tokenizer=e.jp.tokenizer:(e.tokenizer&&(e.tokenizer=e.jp.tokenizer),this.tokenizerFn&&(this.tokenizerFn=e.jp.tokenizer))};var t=new e.TinySegmenter;e.jp.tokenizer=function(n){if(!arguments.length||null==n||void 0==n)return[];if(Array.isArray(n))return n.map(function(t){return r?new e.Token(t.toLowerCase()):t.toLowerCase()});for(var i=n.toString().toLowerCase().replace(/^\s+/,""),o=i.length-1;o>=0;o--)if(/\S/.test(i.charAt(o))){i=i.substring(0,o+1);break}return t.segment(i).filter(function(e){return!!e}).map(function(t){return r?new e.Token(t):t})},e.jp.stemmer=function(){return function(e){return e}}(),e.Pipeline.registerFunction(e.jp.stemmer,"stemmer-jp"),e.jp.wordCharacters="一二三四五六七八九十百千万億兆一-龠々〆ヵヶぁ-んァ-ヴーｱ-ﾝﾞa-zA-Zａ-ｚＡ-Ｚ0-9０-９",e.jp.stopWordFilter=function(t){if(-1===e.jp.stopWordFilter.stopWords.indexOf(r?t.toString():t))return t},e.jp.stopWordFilter=e.generateStopWordFilter("これ それ あれ この その あの ここ そこ あそこ こちら どこ だれ なに なん 何 私 貴方 貴方方 我々 私達 あの人 あのかた 彼女 彼 です あります おります います は が の に を で え から まで より も どの と し それで しかし".split(" ")),e.Pipeline.registerFunction(e.jp.stopWordFilter,"stopWordFilter-jp")}});
\ No newline at end of file
diff --git a/assets/javascripts/lunr/lunr.multi.js b/assets/javascripts/lunr/lunr.multi.js
new file mode 100644
index 00000000..d3dbc860
--- /dev/null
+++ b/assets/javascripts/lunr/lunr.multi.js
@@ -0,0 +1 @@
+!function(e,i){"function"==typeof define&&define.amd?define(i):"object"==typeof exports?module.exports=i():i()(e.lunr)}(this,function(){return function(e){e.multiLanguage=function(){for(var i=Array.prototype.slice.call(arguments),t=i.join("-"),r="",n=[],s=[],p=0;p<i.length;++p)"en"==i[p]?(r+="\\w",n.unshift(e.stopWordFilter),n.push(e.stemmer),s.push(e.stemmer)):(r+=e[i[p]].wordCharacters,n.unshift(e[i[p]].stopWordFilter),n.push(e[i[p]].stemmer),s.push(e[i[p]].stemmer));var o=e.trimmerSupport.generateTrimmer(r);return e.Pipeline.registerFunction(o,"lunr-multi-trimmer-"+t),n.unshift(o),function(){this.pipeline.reset(),this.pipeline.add.apply(this.pipeline,n),this.searchPipeline&&(this.searchPipeline.reset(),this.searchPipeline.add.apply(this.searchPipeline,s))}}}});
\ No newline at end of file
diff --git a/assets/javascripts/lunr/lunr.no.js b/assets/javascripts/lunr/lunr.no.js
new file mode 100644
index 00000000..bbd0170e
--- /dev/null
+++ b/assets/javascripts/lunr/lunr.no.js
@@ -0,0 +1 @@
+!function(e,r){"function"==typeof define&&define.amd?define(r):"object"==typeof exports?module.exports=r():r()(e.lunr)}(this,function(){return function(e){if(void 0===e)throw new Error("Lunr is not present. Please include / require Lunr before this script.");if(void 0===e.stemmerSupport)throw new Error("Lunr stemmer support is not present. Please include / require Lunr stemmer support before this script.");e.no=function(){this.pipeline.reset(),this.pipeline.add(e.no.trimmer,e.no.stopWordFilter,e.no.stemmer),this.searchPipeline&&(this.searchPipeline.reset(),this.searchPipeline.add(e.no.stemmer))},e.no.wordCharacters="A-Za-zªºÀ-ÖØ-öø-ʸˠ-ˤᴀ-ᴥᴬ-ᵜᵢ-ᵥᵫ-ᵷᵹ-ᶾḀ-ỿⁱⁿₐ-ₜKÅℲⅎⅠ-ↈⱠ-ⱿꜢ-ꞇꞋ-ꞭꞰ-ꞷꟷ-ꟿꬰ-ꭚꭜ-ꭤff-stＡ-Ｚａ-ｚ",e.no.trimmer=e.trimmerSupport.generateTrimmer(e.no.wordCharacters),e.Pipeline.registerFunction(e.no.trimmer,"trimmer-no"),e.no.stemmer=function(){var r=e.stemmerSupport.Among,n=e.stemmerSupport.SnowballProgram,i=new function(){function e(){var e,r=w.cursor+3;if(a=w.limit,0<=r||r<=w.limit){for(s=r;;){if(e=w.cursor,w.in_grouping(d,97,248)){w.cursor=e;break}if(e>=w.limit)return;w.cursor=e+1}for(;!w.out_grouping(d,97,248);){if(w.cursor>=w.limit)return;w.cursor++}(a=w.cursor)<s&&(a=s)}}function i(){var e,r,n;if(w.cursor>=a&&(r=w.limit_backward,w.limit_backward=a,w.ket=w.cursor,e=w.find_among_b(m,29),w.limit_backward=r,e))switch(w.bra=w.cursor,e){case 1:w.slice_del();break;case 2:n=w.limit-w.cursor,w.in_grouping_b(c,98,122)?w.slice_del():(w.cursor=w.limit-n,w.eq_s_b(1,"k")&&w.out_grouping_b(d,97,248)&&w.slice_del());break;case 3:w.slice_from("er")}}function t(){var e,r=w.limit-w.cursor;w.cursor>=a&&(e=w.limit_backward,w.limit_backward=a,w.ket=w.cursor,w.find_among_b(u,2)?(w.bra=w.cursor,w.limit_backward=e,w.cursor=w.limit-r,w.cursor>w.limit_backward&&(w.cursor--,w.bra=w.cursor,w.slice_del())):w.limit_backward=e)}function o(){var e,r;w.cursor>=a&&(r=w.limit_backward,w.limit_backward=a,w.ket=w.cursor,(e=w.find_among_b(l,11))?(w.bra=w.cursor,w.limit_backward=r,1==e&&w.slice_del()):w.limit_backward=r)}var s,a,m=[new r("a",-1,1),new r("e",-1,1),new r("ede",1,1),new r("ande",1,1),new r("ende",1,1),new r("ane",1,1),new r("ene",1,1),new r("hetene",6,1),new r("erte",1,3),new r("en",-1,1),new r("heten",9,1),new r("ar",-1,1),new r("er",-1,1),new r("heter",12,1),new r("s",-1,2),new r("as",14,1),new r("es",14,1),new r("edes",16,1),new r("endes",16,1),new r("enes",16,1),new r("hetenes",19,1),new r("ens",14,1),new r("hetens",21,1),new r("ers",14,1),new r("ets",14,1),new r("et",-1,1),new r("het",25,1),new r("ert",-1,3),new r("ast",-1,1)],u=[new r("dt",-1,-1),new r("vt",-1,-1)],l=[new r("leg",-1,1),new r("eleg",0,1),new r("ig",-1,1),new r("eig",2,1),new r("lig",2,1),new r("elig",4,1),new r("els",-1,1),new r("lov",-1,1),new r("elov",7,1),new r("slov",7,1),new r("hetslov",9,1)],d=[17,65,16,1,0,0,0,0,0,0,0,0,0,0,0,0,48,0,128],c=[119,125,149,1],w=new n;this.setCurrent=function(e){w.setCurrent(e)},this.getCurrent=function(){return w.getCurrent()},this.stem=function(){var r=w.cursor;return e(),w.limit_backward=r,w.cursor=w.limit,i(),w.cursor=w.limit,t(),w.cursor=w.limit,o(),!0}};return function(e){return"function"==typeof e.update?e.update(function(e){return i.setCurrent(e),i.stem(),i.getCurrent()}):(i.setCurrent(e),i.stem(),i.getCurrent())}}(),e.Pipeline.registerFunction(e.no.stemmer,"stemmer-no"),e.no.stopWordFilter=e.generateStopWordFilter("alle at av bare begge ble blei bli blir blitt både båe da de deg dei deim deira deires dem den denne der dere deres det dette di din disse ditt du dykk dykkar då eg ein eit eitt eller elles en enn er et ett etter for fordi fra før ha hadde han hans har hennar henne hennes her hjå ho hoe honom hoss hossen hun hva hvem hver hvilke hvilken hvis hvor hvordan hvorfor i ikke ikkje ikkje ingen ingi inkje inn inni ja jeg kan kom korleis korso kun kunne kva kvar kvarhelst kven kvi kvifor man mange me med medan meg meget mellom men mi min mine mitt mot mykje ned no noe noen noka noko nokon nokor nokre nå når og også om opp oss over på samme seg selv si si sia sidan siden sin sine sitt sjøl skal skulle slik so som som somme somt så sånn til um upp ut uten var vart varte ved vere verte vi vil ville vore vors vort vår være være vært å".split(" ")),e.Pipeline.registerFunction(e.no.stopWordFilter,"stopWordFilter-no")}});
\ No newline at end of file
diff --git a/assets/javascripts/lunr/lunr.pt.js b/assets/javascripts/lunr/lunr.pt.js
new file mode 100644
index 00000000..d751edad
--- /dev/null
+++ b/assets/javascripts/lunr/lunr.pt.js
@@ -0,0 +1 @@
+!function(e,r){"function"==typeof define&&define.amd?define(r):"object"==typeof exports?module.exports=r():r()(e.lunr)}(this,function(){return function(e){if(void 0===e)throw new Error("Lunr is not present. Please include / require Lunr before this script.");if(void 0===e.stemmerSupport)throw new Error("Lunr stemmer support is not present. Please include / require Lunr stemmer support before this script.");e.pt=function(){this.pipeline.reset(),this.pipeline.add(e.pt.trimmer,e.pt.stopWordFilter,e.pt.stemmer),this.searchPipeline&&(this.searchPipeline.reset(),this.searchPipeline.add(e.pt.stemmer))},e.pt.wordCharacters="A-Za-zªºÀ-ÖØ-öø-ʸˠ-ˤᴀ-ᴥᴬ-ᵜᵢ-ᵥᵫ-ᵷᵹ-ᶾḀ-ỿⁱⁿₐ-ₜKÅℲⅎⅠ-ↈⱠ-ⱿꜢ-ꞇꞋ-ꞭꞰ-ꞷꟷ-ꟿꬰ-ꭚꭜ-ꭤff-stＡ-Ｚａ-ｚ",e.pt.trimmer=e.trimmerSupport.generateTrimmer(e.pt.wordCharacters),e.Pipeline.registerFunction(e.pt.trimmer,"trimmer-pt"),e.pt.stemmer=function(){var r=e.stemmerSupport.Among,s=e.stemmerSupport.SnowballProgram,n=new function(){function e(){for(var e;;){if(z.bra=z.cursor,e=z.find_among(k,3))switch(z.ket=z.cursor,e){case 1:z.slice_from("a~");continue;case 2:z.slice_from("o~");continue;case 3:if(z.cursor>=z.limit)break;z.cursor++;continue}break}}function n(){if(z.out_grouping(y,97,250)){for(;!z.in_grouping(y,97,250);){if(z.cursor>=z.limit)return!0;z.cursor++}return!1}return!0}function 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n.setCurrent(e),n.stem(),n.getCurrent()}):(n.setCurrent(e),n.stem(),n.getCurrent())}}(),e.Pipeline.registerFunction(e.pt.stemmer,"stemmer-pt"),e.pt.stopWordFilter=e.generateStopWordFilter("a ao aos aquela aquelas aquele aqueles aquilo as até com como da das de dela delas dele deles depois do dos e ela elas ele eles em entre era eram essa essas esse esses esta estamos estas estava estavam este esteja estejam estejamos estes esteve estive estivemos estiver estivera estiveram estiverem estivermos estivesse estivessem estivéramos estivéssemos estou está estávamos estão eu foi fomos for fora foram forem formos fosse fossem fui fôramos fôssemos haja hajam hajamos havemos hei houve houvemos houver houvera houveram houverei houverem houveremos houveria houveriam houvermos houverá houverão houveríamos houvesse houvessem houvéramos houvéssemos há hão isso isto já lhe lhes mais mas me mesmo meu meus minha minhas muito na nas nem no nos nossa nossas nosso nossos num numa não nós o os ou para pela pelas pelo pelos por qual quando que quem se seja sejam sejamos sem serei seremos seria seriam será serão seríamos seu seus somos sou sua suas são só também te tem temos tenha tenham tenhamos tenho terei teremos teria teriam terá terão teríamos teu teus teve tinha tinham tive tivemos tiver tivera tiveram tiverem tivermos tivesse tivessem tivéramos tivéssemos tu tua tuas tém tínhamos um uma você vocês vos à às éramos".split(" ")),e.Pipeline.registerFunction(e.pt.stopWordFilter,"stopWordFilter-pt")}});
\ No newline at end of file
diff --git a/assets/javascripts/lunr/lunr.ro.js b/assets/javascripts/lunr/lunr.ro.js
new file mode 100644
index 00000000..ae45c402
--- /dev/null
+++ b/assets/javascripts/lunr/lunr.ro.js
@@ -0,0 +1 @@
+!function(e,i){"function"==typeof define&&define.amd?define(i):"object"==typeof exports?module.exports=i():i()(e.lunr)}(this,function(){return function(e){if(void 0===e)throw new Error("Lunr is not present. Please include / require Lunr before this script.");if(void 0===e.stemmerSupport)throw new Error("Lunr stemmer support is not present. 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dă ea ei el ele eram este eu eşti face fata fi fie fiecare fii fim fiu fiţi frumos fără graţie halbă iar ieri la le li lor lui lângă lîngă mai mea mei mele mereu meu mi mie mine mult multă mulţi mulţumesc mâine mîine mă ne nevoie nici nicăieri nimeni nimeri nimic nişte noastre noastră noi noroc nostru nouă noştri nu opt ori oricare orice oricine oricum oricând oricât oricînd oricît oriunde patra patru patrulea pe pentru peste pic poate pot prea prima primul prin puţin puţina puţină până pînă rog sa sale sau se spate spre sub sunt suntem sunteţi sută sînt sîntem sînteţi să săi său ta tale te timp tine toate toată tot totuşi toţi trei treia treilea tu tăi tău un una unde undeva unei uneia unele uneori unii unor unora unu unui unuia unul vi voastre voastră voi vostru vouă voştri vreme vreo vreun vă zece zero zi zice îi îl îmi împotriva în  înainte înaintea încotro încât încît între întrucât întrucît îţi ăla ălea ăsta ăstea ăştia şapte şase şi ştiu ţi ţie".split(" 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\ No newline at end of file
diff --git a/assets/javascripts/lunr/lunr.ru.js b/assets/javascripts/lunr/lunr.ru.js
new file mode 100644
index 00000000..05d03049
--- /dev/null
+++ b/assets/javascripts/lunr/lunr.ru.js
@@ -0,0 +1 @@
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вниз внизу во вокруг вон восемнадцатый восемнадцать восемь восьмой вот впрочем времени время все всегда всего всем всеми всему всех всею всю всюду вся всё второй вы г где говорил говорит год года году да давно даже далеко дальше даром два двадцатый двадцать две двенадцатый двенадцать двух девятнадцатый девятнадцать девятый девять действительно дел день десятый десять для до довольно долго должно другая другие других друго другое другой е его ее ей ему если есть еще ещё ею её ж же жизнь за занят занята занято заняты затем зато зачем здесь значит и из или им именно иметь ими имя иногда их к каждая каждое каждые каждый кажется как какая какой кем когда кого ком кому конечно которая которого которой которые который которых кроме кругом кто куда лет ли лишь лучше люди м мало между меля менее меньше меня миллионов мимо мира мне много многочисленная многочисленное многочисленные многочисленный мной мною мог могут мож может можно можхо мои мой мор мочь моя моё мы на наверху над надо назад наиболее наконец нам нами нас начала наш наша наше наши не него недавно недалеко нее ней нельзя нем немного нему непрерывно нередко несколько нет нею неё ни нибудь ниже низко никогда никуда ними них ничего но ну нужно нх о об оба обычно один одиннадцатый одиннадцать однажды однако одного одной около он она они оно опять особенно от отовсюду отсюда очень первый перед по под пожалуйста позже пока пор пора после посреди потом потому почему почти прекрасно при про просто против процентов пятнадцатый пятнадцать пятый пять раз разве рано раньше рядом с сам сама сами самим самими самих само самого самой самом самому саму свое своего своей свои своих свою сеаой себе себя сегодня седьмой сейчас семнадцатый семнадцать семь сих сказал сказала сказать сколько слишком сначала снова со собой собою совсем спасибо стал суть т та так такая также такие такое такой там твой твоя твоё те тебе тебя тем теми теперь тех то тобой тобою тогда того тоже только том тому тот тою третий три тринадцатый тринадцать ту туда тут ты тысяч у уж уже уметь хорошо хотеть хоть хотя хочешь часто чаще чего человек чем чему через четвертый четыре четырнадцатый четырнадцать что чтоб чтобы чуть шестнадцатый шестнадцать шестой шесть эта эти этим этими этих это этого этой этом этому этот эту я \ufeffа".split(" ")),e.Pipeline.registerFunction(e.ru.stopWordFilter,"stopWordFilter-ru")}});
\ No newline at end of file
diff --git a/assets/javascripts/lunr/lunr.stemmer.support.js b/assets/javascripts/lunr/lunr.stemmer.support.js
new file mode 100644
index 00000000..e6af6d48
--- /dev/null
+++ b/assets/javascripts/lunr/lunr.stemmer.support.js
@@ -0,0 +1 @@
+!function(r,t){"function"==typeof define&&define.amd?define(t):"object"==typeof exports?module.exports=t():t()(r.lunr)}(this,function(){return function(r){r.stemmerSupport={Among:function(r,t,i,s){if(this.toCharArray=function(r){for(var t=r.length,i=new Array(t),s=0;s<t;s++)i[s]=r.charCodeAt(s);return i},!r&&""!=r||!t&&0!=t||!i)throw"Bad Among initialisation: s:"+r+", substring_i: "+t+", result: "+i;this.s_size=r.length,this.s=this.toCharArray(r),this.substring_i=t,this.result=i,this.method=s},SnowballProgram:function(){var r;return{bra:0,ket:0,limit:0,cursor:0,limit_backward:0,setCurrent:function(t){r=t,this.cursor=0,this.limit=t.length,this.limit_backward=0,this.bra=this.cursor,this.ket=this.limit},getCurrent:function(){var t=r;return r=null,t},in_grouping:function(t,i,s){if(this.cursor<this.limit){var e=r.charCodeAt(this.cursor);if(e<=s&&e>=i&&(e-=i,t[e>>3]&1<<(7&e)))return this.cursor++,!0}return!1},in_grouping_b:function(t,i,s){if(this.cursor>this.limit_backward){var e=r.charCodeAt(this.cursor-1);if(e<=s&&e>=i&&(e-=i,t[e>>3]&1<<(7&e)))return this.cursor--,!0}return!1},out_grouping:function(t,i,s){if(this.cursor<this.limit){var e=r.charCodeAt(this.cursor);if(e>s||e<i)return this.cursor++,!0;if(e-=i,!(t[e>>3]&1<<(7&e)))return this.cursor++,!0}return!1},out_grouping_b:function(t,i,s){if(this.cursor>this.limit_backward){var e=r.charCodeAt(this.cursor-1);if(e>s||e<i)return this.cursor--,!0;if(e-=i,!(t[e>>3]&1<<(7&e)))return this.cursor--,!0}return!1},eq_s:function(t,i){if(this.limit-this.cursor<t)return!1;for(var s=0;s<t;s++)if(r.charCodeAt(this.cursor+s)!=i.charCodeAt(s))return!1;return this.cursor+=t,!0},eq_s_b:function(t,i){if(this.cursor-this.limit_backward<t)return!1;for(var s=0;s<t;s++)if(r.charCodeAt(this.cursor-t+s)!=i.charCodeAt(s))return!1;return this.cursor-=t,!0},find_among:function(t,i){for(var s=0,e=i,n=this.cursor,u=this.limit,o=0,h=0,c=!1;;){for(var a=s+(e-s>>1),f=0,l=o<h?o:h,_=t[a],m=l;m<_.s_size;m++){if(n+l==u){f=-1;break}if(f=r.charCodeAt(n+l)-_.s[m])break;l++}if(f<0?(e=a,h=l):(s=a,o=l),e-s<=1){if(s>0||e==s||c)break;c=!0}}for(;;){if(o>=(_=t[s]).s_size){if(this.cursor=n+_.s_size,!_.method)return _.result;var b=_.method();if(this.cursor=n+_.s_size,b)return _.result}if((s=_.substring_i)<0)return 0}},find_among_b:function(t,i){for(var s=0,e=i,n=this.cursor,u=this.limit_backward,o=0,h=0,c=!1;;){for(var a=s+(e-s>>1),f=0,l=o<h?o:h,_=(m=t[a]).s_size-1-l;_>=0;_--){if(n-l==u){f=-1;break}if(f=r.charCodeAt(n-1-l)-m.s[_])break;l++}if(f<0?(e=a,h=l):(s=a,o=l),e-s<=1){if(s>0||e==s||c)break;c=!0}}for(;;){var m=t[s];if(o>=m.s_size){if(this.cursor=n-m.s_size,!m.method)return m.result;var b=m.method();if(this.cursor=n-m.s_size,b)return m.result}if((s=m.substring_i)<0)return 0}},replace_s:function(t,i,s){var e=s.length-(i-t),n=r.substring(0,t),u=r.substring(i);return r=n+s+u,this.limit+=e,this.cursor>=i?this.cursor+=e:this.cursor>t&&(this.cursor=t),e},slice_check:function(){if(this.bra<0||this.bra>this.ket||this.ket>this.limit||this.limit>r.length)throw"faulty slice operation"},slice_from:function(r){this.slice_check(),this.replace_s(this.bra,this.ket,r)},slice_del:function(){this.slice_from("")},insert:function(r,t,i){var s=this.replace_s(r,t,i);r<=this.bra&&(this.bra+=s),r<=this.ket&&(this.ket+=s)},slice_to:function(){return this.slice_check(),r.substring(this.bra,this.ket)},eq_v_b:function(r){return this.eq_s_b(r.length,r)}}}},r.trimmerSupport={generateTrimmer:function(r){var t=new RegExp("^[^"+r+"]+"),i=new RegExp("[^"+r+"]+$");return function(r){return"function"==typeof r.update?r.update(function(r){return r.replace(t,"").replace(i,"")}):r.replace(t,"").replace(i,"")}}}}});
\ No newline at end of file
diff --git a/assets/javascripts/lunr/lunr.sv.js b/assets/javascripts/lunr/lunr.sv.js
new file mode 100644
index 00000000..4caf523a
--- /dev/null
+++ b/assets/javascripts/lunr/lunr.sv.js
@@ -0,0 +1 @@
+!function(e,r){"function"==typeof define&&define.amd?define(r):"object"==typeof exports?module.exports=r():r()(e.lunr)}(this,function(){return function(e){if(void 0===e)throw new Error("Lunr is not present. Please include / require Lunr before this script.");if(void 0===e.stemmerSupport)throw new Error("Lunr stemmer support is not present. Please include / require Lunr stemmer support before this script.");e.sv=function(){this.pipeline.reset(),this.pipeline.add(e.sv.trimmer,e.sv.stopWordFilter,e.sv.stemmer),this.searchPipeline&&(this.searchPipeline.reset(),this.searchPipeline.add(e.sv.stemmer))},e.sv.wordCharacters="A-Za-zªºÀ-ÖØ-öø-ʸˠ-ˤᴀ-ᴥᴬ-ᵜᵢ-ᵥᵫ-ᵷᵹ-ᶾḀ-ỿⁱⁿₐ-ₜKÅℲⅎⅠ-ↈⱠ-ⱿꜢ-ꞇꞋ-ꞭꞰ-ꞷꟷ-ꟿꬰ-ꭚꭜ-ꭤff-stＡ-Ｚａ-ｚ",e.sv.trimmer=e.trimmerSupport.generateTrimmer(e.sv.wordCharacters),e.Pipeline.registerFunction(e.sv.trimmer,"trimmer-sv"),e.sv.stemmer=function(){var r=e.stemmerSupport.Among,n=e.stemmerSupport.SnowballProgram,t=new function(){function e(){var e,r=w.cursor+3;if(o=w.limit,0<=r||r<=w.limit){for(a=r;;){if(e=w.cursor,w.in_grouping(l,97,246)){w.cursor=e;break}if(w.cursor=e,w.cursor>=w.limit)return;w.cursor++}for(;!w.out_grouping(l,97,246);){if(w.cursor>=w.limit)return;w.cursor++}(o=w.cursor)<a&&(o=a)}}function t(){var e,r=w.limit_backward;if(w.cursor>=o&&(w.limit_backward=o,w.cursor=w.limit,w.ket=w.cursor,e=w.find_among_b(u,37),w.limit_backward=r,e))switch(w.bra=w.cursor,e){case 1:w.slice_del();break;case 2:w.in_grouping_b(d,98,121)&&w.slice_del()}}function i(){var e=w.limit_backward;w.cursor>=o&&(w.limit_backward=o,w.cursor=w.limit,w.find_among_b(c,7)&&(w.cursor=w.limit,w.ket=w.cursor,w.cursor>w.limit_backward&&(w.bra=--w.cursor,w.slice_del())),w.limit_backward=e)}function s(){var e,r;if(w.cursor>=o){if(r=w.limit_backward,w.limit_backward=o,w.cursor=w.limit,w.ket=w.cursor,e=w.find_among_b(m,5))switch(w.bra=w.cursor,e){case 1:w.slice_del();break;case 2:w.slice_from("lös");break;case 3:w.slice_from("full")}w.limit_backward=r}}var a,o,u=[new r("a",-1,1),new r("arna",0,1),new r("erna",0,1),new r("heterna",2,1),new r("orna",0,1),new r("ad",-1,1),new r("e",-1,1),new r("ade",6,1),new r("ande",6,1),new r("arne",6,1),new r("are",6,1),new r("aste",6,1),new r("en",-1,1),new r("anden",12,1),new r("aren",12,1),new r("heten",12,1),new r("ern",-1,1),new r("ar",-1,1),new r("er",-1,1),new r("heter",18,1),new r("or",-1,1),new r("s",-1,2),new r("as",21,1),new r("arnas",22,1),new r("ernas",22,1),new r("ornas",22,1),new r("es",21,1),new r("ades",26,1),new r("andes",26,1),new r("ens",21,1),new r("arens",29,1),new r("hetens",29,1),new r("erns",21,1),new r("at",-1,1),new r("andet",-1,1),new r("het",-1,1),new r("ast",-1,1)],c=[new r("dd",-1,-1),new r("gd",-1,-1),new r("nn",-1,-1),new r("dt",-1,-1),new r("gt",-1,-1),new r("kt",-1,-1),new r("tt",-1,-1)],m=[new r("ig",-1,1),new r("lig",0,1),new r("els",-1,1),new r("fullt",-1,3),new r("löst",-1,2)],l=[17,65,16,1,0,0,0,0,0,0,0,0,0,0,0,0,24,0,32],d=[119,127,149],w=new n;this.setCurrent=function(e){w.setCurrent(e)},this.getCurrent=function(){return w.getCurrent()},this.stem=function(){var r=w.cursor;return e(),w.limit_backward=r,w.cursor=w.limit,t(),w.cursor=w.limit,i(),w.cursor=w.limit,s(),!0}};return function(e){return"function"==typeof e.update?e.update(function(e){return t.setCurrent(e),t.stem(),t.getCurrent()}):(t.setCurrent(e),t.stem(),t.getCurrent())}}(),e.Pipeline.registerFunction(e.sv.stemmer,"stemmer-sv"),e.sv.stopWordFilter=e.generateStopWordFilter("alla allt att av blev bli blir blivit de dem den denna deras dess dessa det detta dig din dina ditt du där då efter ej eller en er era ert ett från för ha hade han hans har henne hennes hon honom hur här i icke ingen inom inte jag ju kan kunde man med mellan men mig min mina mitt mot mycket ni nu när någon något några och om oss på samma sedan sig sin sina sitta själv skulle som så sådan sådana sådant till under upp ut utan vad var vara varför varit varje vars vart vem vi vid vilka vilkas vilken vilket vår våra vårt än är åt över".split(" ")),e.Pipeline.registerFunction(e.sv.stopWordFilter,"stopWordFilter-sv")}});
\ No newline at end of file
diff --git a/assets/javascripts/lunr/lunr.tr.js b/assets/javascripts/lunr/lunr.tr.js
new file mode 100644
index 00000000..a67ed195
--- /dev/null
+++ b/assets/javascripts/lunr/lunr.tr.js
@@ -0,0 +1 @@
+!function(r,i){"function"==typeof define&&define.amd?define(i):"object"==typeof exports?module.exports=i():i()(r.lunr)}(this,function(){return function(r){if(void 0===r)throw new Error("Lunr is not present. Please include / require Lunr before this script.");if(void 0===r.stemmerSupport)throw new Error("Lunr stemmer support is not present. Please include / require Lunr stemmer support before this script.");r.tr=function(){this.pipeline.reset(),this.pipeline.add(r.tr.trimmer,r.tr.stopWordFilter,r.tr.stemmer),this.searchPipeline&&(this.searchPipeline.reset(),this.searchPipeline.add(r.tr.stemmer))},r.tr.wordCharacters="A-Za-zªºÀ-ÖØ-öø-ʸˠ-ˤᴀ-ᴥᴬ-ᵜᵢ-ᵥᵫ-ᵷᵹ-ᶾḀ-ỿⁱⁿₐ-ₜKÅℲⅎⅠ-ↈⱠ-ⱿꜢ-ꞇꞋ-ꞭꞰ-ꞷꟷ-ꟿꬰ-ꭚꭜ-ꭤff-stＡ-Ｚａ-ｚ",r.tr.trimmer=r.trimmerSupport.generateTrimmer(r.tr.wordCharacters),r.Pipeline.registerFunction(r.tr.trimmer,"trimmer-tr"),r.tr.stemmer=function(){var i=r.stemmerSupport.Among,e=r.stemmerSupport.SnowballProgram,n=new function(){function r(r,i,e){for(;;){var n=jr.limit-jr.cursor;if(jr.in_grouping_b(r,i,e)){jr.cursor=jr.limit-n;break}if(jr.cursor=jr.limit-n,jr.cursor<=jr.limit_backward)return!1;jr.cursor--}return!0}function n(){var i,e;i=jr.limit-jr.cursor,r(Wr,97,305);for(var n=0;n<Er.length;n++){e=jr.limit-jr.cursor;var t=Er[n];if(jr.eq_s_b(1,t[0])&&r(t[1],t[2],t[3]))return jr.cursor=jr.limit-i,!0;jr.cursor=jr.limit-e}return jr.cursor=jr.limit-e,!(!jr.eq_s_b(1,"ü")||!r(Ar,246,252))&&(jr.cursor=jr.limit-i,!0)}function t(r,i){var e,n=jr.limit-jr.cursor;return r()&&(jr.cursor=jr.limit-n,jr.cursor>jr.limit_backward&&(jr.cursor--,e=jr.limit-jr.cursor,i()))?(jr.cursor=jr.limit-e,!0):(jr.cursor=jr.limit-n,r()?(jr.cursor=jr.limit-n,!1):(jr.cursor=jr.limit-n,!(jr.cursor<=jr.limit_backward)&&(jr.cursor--,!!i()&&(jr.cursor=jr.limit-n,!0))))}function u(r){return t(r,function(){return jr.in_grouping_b(Wr,97,305)})}function o(){return u(function(){return jr.eq_s_b(1,"n")})}function s(){return u(function(){return jr.eq_s_b(1,"s")})}function c(){return u(function(){return jr.eq_s_b(1,"y")})}function l(){return t(function(){return jr.in_grouping_b(Lr,105,305)},function(){return jr.out_grouping_b(Wr,97,305)})}function a(){return jr.find_among_b(ur,10)&&l()}function m(){return n()&&jr.in_grouping_b(Lr,105,305)&&s()}function d(){return jr.find_among_b(or,2)}function f(){return n()&&jr.in_grouping_b(Lr,105,305)&&c()}function 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karşın katrilyon kendi kendilerine kendini kendisi kendisine kendisini kez ki kim kimden kime kimi kimse kırk milyar milyon mu mü mı nasıl ne neden nedenle nerde nerede nereye niye niçin o olan olarak oldu olduklarını olduğu olduğunu olmadı olmadığı olmak olması olmayan olmaz olsa olsun olup olur olursa oluyor on ona ondan onlar onlardan onları onların onu onun otuz oysa pek rağmen sadece sanki sekiz seksen sen senden seni senin siz sizden sizi sizin tarafından trilyon tüm var vardı ve veya ya yani yapacak yapmak yaptı yaptıkları yaptığı yaptığını yapılan yapılması yapıyor yedi yerine yetmiş yine yirmi yoksa yüz zaten çok çünkü öyle üzere üç şey şeyden şeyi şeyler şu şuna şunda şundan şunları şunu şöyle".split(" ")),r.Pipeline.registerFunction(r.tr.stopWordFilter,"stopWordFilter-tr")}});
\ No newline at end of file
diff --git a/assets/javascripts/lunr/tinyseg.js b/assets/javascripts/lunr/tinyseg.js
new file mode 100644
index 00000000..cce65c1e
--- /dev/null
+++ b/assets/javascripts/lunr/tinyseg.js
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diff --git a/assets/stylesheets/application-23f75ab9c7.palette.css b/assets/stylesheets/application-23f75ab9c7.palette.css
new file mode 100644
index 00000000..d413d1b0
--- /dev/null
+++ b/assets/stylesheets/application-23f75ab9c7.palette.css
@@ -0,0 +1 @@
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a{color:#795548}[data-md-color-primary=brown] .md-header{background-color:#795548}[data-md-color-primary=brown] .md-nav__link--active,[data-md-color-primary=brown] .md-nav__link:active{color:#795548}[data-md-color-primary=brown] .md-nav__item--nested>.md-nav__link{color:inherit}button[data-md-color-primary=grey]{background-color:#757575}[data-md-color-primary=grey] .md-typeset a{color:#757575}[data-md-color-primary=grey] .md-header{background-color:#757575}[data-md-color-primary=grey] .md-nav__link--active,[data-md-color-primary=grey] .md-nav__link:active{color:#757575}[data-md-color-primary=grey] .md-nav__item--nested>.md-nav__link{color:inherit}button[data-md-color-primary=blue-grey]{background-color:#546e7a}[data-md-color-primary=blue-grey] .md-typeset a{color:#546e7a}[data-md-color-primary=blue-grey] .md-header{background-color:#546e7a}[data-md-color-primary=blue-grey] .md-nav__link--active,[data-md-color-primary=blue-grey] .md-nav__link:active{color:#546e7a}[data-md-color-primary=blue-grey] .md-nav__item--nested>.md-nav__link{color:inherit}button[data-md-color-accent=red]{background-color:#ff1744}[data-md-color-accent=red] .md-typeset a:active,[data-md-color-accent=red] .md-typeset a:hover{color:#ff1744}[data-md-color-accent=red] .md-typeset .codehilite pre::-webkit-scrollbar-thumb:hover,[data-md-color-accent=red] .md-typeset pre code::-webkit-scrollbar-thumb:hover{background-color:#ff1744}[data-md-color-accent=red] .md-nav__link:focus,[data-md-color-accent=red] .md-nav__link:hover,[data-md-color-accent=red] .md-typeset .footnote li:hover .footnote-backref:hover,[data-md-color-accent=red] .md-typeset .footnote li:target .footnote-backref,[data-md-color-accent=red] .md-typeset .md-clipboard:active:before,[data-md-color-accent=red] .md-typeset .md-clipboard:hover:before,[data-md-color-accent=red] .md-typeset [id] .headerlink:focus,[data-md-color-accent=red] .md-typeset [id]:hover .headerlink:hover,[data-md-color-accent=red] .md-typeset [id]:target .headerlink{color:#ff1744}[data-md-color-accent=red] .md-search__scrollwrap::-webkit-scrollbar-thumb:hover{background-color:#ff1744}[data-md-color-accent=red] .md-search-result__link:hover,[data-md-color-accent=red] .md-search-result__link[data-md-state=active]{background-color:rgba(255,23,68,.1)}[data-md-color-accent=red] .md-sidebar__scrollwrap::-webkit-scrollbar-thumb:hover{background-color:#ff1744}[data-md-color-accent=red] .md-source-file:hover:before{background-color:#ff1744}button[data-md-color-accent=pink]{background-color:#f50057}[data-md-color-accent=pink] .md-typeset a:active,[data-md-color-accent=pink] .md-typeset a:hover{color:#f50057}[data-md-color-accent=pink] .md-typeset .codehilite pre::-webkit-scrollbar-thumb:hover,[data-md-color-accent=pink] .md-typeset pre code::-webkit-scrollbar-thumb:hover{background-color:#f50057}[data-md-color-accent=pink] .md-nav__link:focus,[data-md-color-accent=pink] .md-nav__link:hover,[data-md-color-accent=pink] .md-typeset .footnote li:hover .footnote-backref:hover,[data-md-color-accent=pink] .md-typeset .footnote li:target .footnote-backref,[data-md-color-accent=pink] .md-typeset .md-clipboard:active:before,[data-md-color-accent=pink] .md-typeset .md-clipboard:hover:before,[data-md-color-accent=pink] .md-typeset [id] .headerlink:focus,[data-md-color-accent=pink] .md-typeset [id]:hover .headerlink:hover,[data-md-color-accent=pink] .md-typeset [id]:target .headerlink{color:#f50057}[data-md-color-accent=pink] .md-search__scrollwrap::-webkit-scrollbar-thumb:hover{background-color:#f50057}[data-md-color-accent=pink] .md-search-result__link:hover,[data-md-color-accent=pink] .md-search-result__link[data-md-state=active]{background-color:rgba(245,0,87,.1)}[data-md-color-accent=pink] .md-sidebar__scrollwrap::-webkit-scrollbar-thumb:hover{background-color:#f50057}[data-md-color-accent=pink] .md-source-file:hover:before{background-color:#f50057}button[data-md-color-accent=purple]{background-color:#e040fb}[data-md-color-accent=purple] .md-typeset a:active,[data-md-color-accent=purple] .md-typeset a:hover{color:#e040fb}[data-md-color-accent=purple] .md-typeset .codehilite pre::-webkit-scrollbar-thumb:hover,[data-md-color-accent=purple] .md-typeset pre code::-webkit-scrollbar-thumb:hover{background-color:#e040fb}[data-md-color-accent=purple] .md-nav__link:focus,[data-md-color-accent=purple] .md-nav__link:hover,[data-md-color-accent=purple] .md-typeset .footnote li:hover .footnote-backref:hover,[data-md-color-accent=purple] .md-typeset .footnote li:target .footnote-backref,[data-md-color-accent=purple] .md-typeset .md-clipboard:active:before,[data-md-color-accent=purple] .md-typeset .md-clipboard:hover:before,[data-md-color-accent=purple] .md-typeset [id] .headerlink:focus,[data-md-color-accent=purple] .md-typeset [id]:hover .headerlink:hover,[data-md-color-accent=purple] .md-typeset [id]:target .headerlink{color:#e040fb}[data-md-color-accent=purple] .md-search__scrollwrap::-webkit-scrollbar-thumb:hover{background-color:#e040fb}[data-md-color-accent=purple] .md-search-result__link:hover,[data-md-color-accent=purple] .md-search-result__link[data-md-state=active]{background-color:rgba(224,64,251,.1)}[data-md-color-accent=purple] .md-sidebar__scrollwrap::-webkit-scrollbar-thumb:hover{background-color:#e040fb}[data-md-color-accent=purple] .md-source-file:hover:before{background-color:#e040fb}button[data-md-color-accent=deep-purple]{background-color:#7c4dff}[data-md-color-accent=deep-purple] .md-typeset a:active,[data-md-color-accent=deep-purple] .md-typeset a:hover{color:#7c4dff}[data-md-color-accent=deep-purple] .md-typeset .codehilite pre::-webkit-scrollbar-thumb:hover,[data-md-color-accent=deep-purple] .md-typeset pre code::-webkit-scrollbar-thumb:hover{background-color:#7c4dff}[data-md-color-accent=deep-purple] .md-nav__link:focus,[data-md-color-accent=deep-purple] .md-nav__link:hover,[data-md-color-accent=deep-purple] .md-typeset .footnote li:hover .footnote-backref:hover,[data-md-color-accent=deep-purple] .md-typeset .footnote li:target .footnote-backref,[data-md-color-accent=deep-purple] .md-typeset .md-clipboard:active:before,[data-md-color-accent=deep-purple] .md-typeset .md-clipboard:hover:before,[data-md-color-accent=deep-purple] .md-typeset [id] .headerlink:focus,[data-md-color-accent=deep-purple] .md-typeset [id]:hover .headerlink:hover,[data-md-color-accent=deep-purple] .md-typeset [id]:target .headerlink{color:#7c4dff}[data-md-color-accent=deep-purple] .md-search__scrollwrap::-webkit-scrollbar-thumb:hover{background-color:#7c4dff}[data-md-color-accent=deep-purple] .md-search-result__link:hover,[data-md-color-accent=deep-purple] .md-search-result__link[data-md-state=active]{background-color:rgba(124,77,255,.1)}[data-md-color-accent=deep-purple] .md-sidebar__scrollwrap::-webkit-scrollbar-thumb:hover{background-color:#7c4dff}[data-md-color-accent=deep-purple] .md-source-file:hover:before{background-color:#7c4dff}button[data-md-color-accent=indigo]{background-color:#536dfe}[data-md-color-accent=indigo] .md-typeset a:active,[data-md-color-accent=indigo] .md-typeset a:hover{color:#536dfe}[data-md-color-accent=indigo] .md-typeset .codehilite pre::-webkit-scrollbar-thumb:hover,[data-md-color-accent=indigo] .md-typeset pre code::-webkit-scrollbar-thumb:hover{background-color:#536dfe}[data-md-color-accent=indigo] .md-nav__link:focus,[data-md-color-accent=indigo] .md-nav__link:hover,[data-md-color-accent=indigo] .md-typeset .footnote li:hover .footnote-backref:hover,[data-md-color-accent=indigo] .md-typeset .footnote li:target .footnote-backref,[data-md-color-accent=indigo] .md-typeset .md-clipboard:active:before,[data-md-color-accent=indigo] .md-typeset .md-clipboard:hover:before,[data-md-color-accent=indigo] .md-typeset [id] .headerlink:focus,[data-md-color-accent=indigo] .md-typeset [id]:hover .headerlink:hover,[data-md-color-accent=indigo] .md-typeset [id]:target .headerlink{color:#536dfe}[data-md-color-accent=indigo] .md-search__scrollwrap::-webkit-scrollbar-thumb:hover{background-color:#536dfe}[data-md-color-accent=indigo] .md-search-result__link:hover,[data-md-color-accent=indigo] .md-search-result__link[data-md-state=active]{background-color:rgba(83,109,254,.1)}[data-md-color-accent=indigo] .md-sidebar__scrollwrap::-webkit-scrollbar-thumb:hover{background-color:#536dfe}[data-md-color-accent=indigo] .md-source-file:hover:before{background-color:#536dfe}button[data-md-color-accent=blue]{background-color:#448aff}[data-md-color-accent=blue] .md-typeset a:active,[data-md-color-accent=blue] .md-typeset a:hover{color:#448aff}[data-md-color-accent=blue] .md-typeset .codehilite pre::-webkit-scrollbar-thumb:hover,[data-md-color-accent=blue] .md-typeset pre code::-webkit-scrollbar-thumb:hover{background-color:#448aff}[data-md-color-accent=blue] .md-nav__link:focus,[data-md-color-accent=blue] .md-nav__link:hover,[data-md-color-accent=blue] .md-typeset .footnote li:hover .footnote-backref:hover,[data-md-color-accent=blue] .md-typeset .footnote li:target .footnote-backref,[data-md-color-accent=blue] .md-typeset .md-clipboard:active:before,[data-md-color-accent=blue] .md-typeset .md-clipboard:hover:before,[data-md-color-accent=blue] .md-typeset [id] .headerlink:focus,[data-md-color-accent=blue] .md-typeset [id]:hover .headerlink:hover,[data-md-color-accent=blue] .md-typeset [id]:target .headerlink{color:#448aff}[data-md-color-accent=blue] .md-search__scrollwrap::-webkit-scrollbar-thumb:hover{background-color:#448aff}[data-md-color-accent=blue] .md-search-result__link:hover,[data-md-color-accent=blue] .md-search-result__link[data-md-state=active]{background-color:rgba(68,138,255,.1)}[data-md-color-accent=blue] .md-sidebar__scrollwrap::-webkit-scrollbar-thumb:hover{background-color:#448aff}[data-md-color-accent=blue] .md-source-file:hover:before{background-color:#448aff}button[data-md-color-accent=light-blue]{background-color:#0091ea}[data-md-color-accent=light-blue] .md-typeset a:active,[data-md-color-accent=light-blue] .md-typeset a:hover{color:#0091ea}[data-md-color-accent=light-blue] .md-typeset .codehilite pre::-webkit-scrollbar-thumb:hover,[data-md-color-accent=light-blue] .md-typeset pre code::-webkit-scrollbar-thumb:hover{background-color:#0091ea}[data-md-color-accent=light-blue] .md-nav__link:focus,[data-md-color-accent=light-blue] .md-nav__link:hover,[data-md-color-accent=light-blue] .md-typeset .footnote li:hover .footnote-backref:hover,[data-md-color-accent=light-blue] .md-typeset .footnote li:target .footnote-backref,[data-md-color-accent=light-blue] .md-typeset .md-clipboard:active:before,[data-md-color-accent=light-blue] .md-typeset .md-clipboard:hover:before,[data-md-color-accent=light-blue] .md-typeset [id] .headerlink:focus,[data-md-color-accent=light-blue] .md-typeset [id]:hover .headerlink:hover,[data-md-color-accent=light-blue] .md-typeset [id]:target .headerlink{color:#0091ea}[data-md-color-accent=light-blue] .md-search__scrollwrap::-webkit-scrollbar-thumb:hover{background-color:#0091ea}[data-md-color-accent=light-blue] .md-search-result__link:hover,[data-md-color-accent=light-blue] .md-search-result__link[data-md-state=active]{background-color:rgba(0,145,234,.1)}[data-md-color-accent=light-blue] .md-sidebar__scrollwrap::-webkit-scrollbar-thumb:hover{background-color:#0091ea}[data-md-color-accent=light-blue] .md-source-file:hover:before{background-color:#0091ea}button[data-md-color-accent=cyan]{background-color:#00b8d4}[data-md-color-accent=cyan] .md-typeset a:active,[data-md-color-accent=cyan] .md-typeset a:hover{color:#00b8d4}[data-md-color-accent=cyan] .md-typeset .codehilite pre::-webkit-scrollbar-thumb:hover,[data-md-color-accent=cyan] .md-typeset pre code::-webkit-scrollbar-thumb:hover{background-color:#00b8d4}[data-md-color-accent=cyan] .md-nav__link:focus,[data-md-color-accent=cyan] .md-nav__link:hover,[data-md-color-accent=cyan] .md-typeset .footnote li:hover .footnote-backref:hover,[data-md-color-accent=cyan] .md-typeset .footnote li:target .footnote-backref,[data-md-color-accent=cyan] .md-typeset .md-clipboard:active:before,[data-md-color-accent=cyan] .md-typeset .md-clipboard:hover:before,[data-md-color-accent=cyan] .md-typeset [id] .headerlink:focus,[data-md-color-accent=cyan] .md-typeset [id]:hover .headerlink:hover,[data-md-color-accent=cyan] .md-typeset [id]:target .headerlink{color:#00b8d4}[data-md-color-accent=cyan] .md-search__scrollwrap::-webkit-scrollbar-thumb:hover{background-color:#00b8d4}[data-md-color-accent=cyan] .md-search-result__link:hover,[data-md-color-accent=cyan] .md-search-result__link[data-md-state=active]{background-color:rgba(0,184,212,.1)}[data-md-color-accent=cyan] .md-sidebar__scrollwrap::-webkit-scrollbar-thumb:hover{background-color:#00b8d4}[data-md-color-accent=cyan] .md-source-file:hover:before{background-color:#00b8d4}button[data-md-color-accent=teal]{background-color:#00bfa5}[data-md-color-accent=teal] .md-typeset a:active,[data-md-color-accent=teal] .md-typeset a:hover{color:#00bfa5}[data-md-color-accent=teal] .md-typeset .codehilite pre::-webkit-scrollbar-thumb:hover,[data-md-color-accent=teal] .md-typeset pre code::-webkit-scrollbar-thumb:hover{background-color:#00bfa5}[data-md-color-accent=teal] .md-nav__link:focus,[data-md-color-accent=teal] .md-nav__link:hover,[data-md-color-accent=teal] .md-typeset .footnote li:hover .footnote-backref:hover,[data-md-color-accent=teal] .md-typeset .footnote li:target .footnote-backref,[data-md-color-accent=teal] .md-typeset .md-clipboard:active:before,[data-md-color-accent=teal] .md-typeset .md-clipboard:hover:before,[data-md-color-accent=teal] .md-typeset [id] .headerlink:focus,[data-md-color-accent=teal] .md-typeset [id]:hover .headerlink:hover,[data-md-color-accent=teal] .md-typeset [id]:target .headerlink{color:#00bfa5}[data-md-color-accent=teal] .md-search__scrollwrap::-webkit-scrollbar-thumb:hover{background-color:#00bfa5}[data-md-color-accent=teal] .md-search-result__link:hover,[data-md-color-accent=teal] .md-search-result__link[data-md-state=active]{background-color:rgba(0,191,165,.1)}[data-md-color-accent=teal] .md-sidebar__scrollwrap::-webkit-scrollbar-thumb:hover{background-color:#00bfa5}[data-md-color-accent=teal] .md-source-file:hover:before{background-color:#00bfa5}button[data-md-color-accent=green]{background-color:#00c853}[data-md-color-accent=green] .md-typeset a:active,[data-md-color-accent=green] .md-typeset a:hover{color:#00c853}[data-md-color-accent=green] .md-typeset .codehilite pre::-webkit-scrollbar-thumb:hover,[data-md-color-accent=green] .md-typeset pre code::-webkit-scrollbar-thumb:hover{background-color:#00c853}[data-md-color-accent=green] .md-nav__link:focus,[data-md-color-accent=green] .md-nav__link:hover,[data-md-color-accent=green] .md-typeset .footnote li:hover .footnote-backref:hover,[data-md-color-accent=green] .md-typeset .footnote li:target .footnote-backref,[data-md-color-accent=green] .md-typeset .md-clipboard:active:before,[data-md-color-accent=green] .md-typeset .md-clipboard:hover:before,[data-md-color-accent=green] .md-typeset [id] .headerlink:focus,[data-md-color-accent=green] .md-typeset [id]:hover .headerlink:hover,[data-md-color-accent=green] .md-typeset [id]:target .headerlink{color:#00c853}[data-md-color-accent=green] .md-search__scrollwrap::-webkit-scrollbar-thumb:hover{background-color:#00c853}[data-md-color-accent=green] .md-search-result__link:hover,[data-md-color-accent=green] .md-search-result__link[data-md-state=active]{background-color:rgba(0,200,83,.1)}[data-md-color-accent=green] .md-sidebar__scrollwrap::-webkit-scrollbar-thumb:hover{background-color:#00c853}[data-md-color-accent=green] .md-source-file:hover:before{background-color:#00c853}button[data-md-color-accent=light-green]{background-color:#64dd17}[data-md-color-accent=light-green] .md-typeset a:active,[data-md-color-accent=light-green] .md-typeset a:hover{color:#64dd17}[data-md-color-accent=light-green] .md-typeset .codehilite pre::-webkit-scrollbar-thumb:hover,[data-md-color-accent=light-green] .md-typeset pre code::-webkit-scrollbar-thumb:hover{background-color:#64dd17}[data-md-color-accent=light-green] .md-nav__link:focus,[data-md-color-accent=light-green] .md-nav__link:hover,[data-md-color-accent=light-green] .md-typeset .footnote li:hover .footnote-backref:hover,[data-md-color-accent=light-green] .md-typeset .footnote li:target .footnote-backref,[data-md-color-accent=light-green] .md-typeset .md-clipboard:active:before,[data-md-color-accent=light-green] .md-typeset .md-clipboard:hover:before,[data-md-color-accent=light-green] .md-typeset [id] .headerlink:focus,[data-md-color-accent=light-green] .md-typeset [id]:hover .headerlink:hover,[data-md-color-accent=light-green] .md-typeset [id]:target .headerlink{color:#64dd17}[data-md-color-accent=light-green] .md-search__scrollwrap::-webkit-scrollbar-thumb:hover{background-color:#64dd17}[data-md-color-accent=light-green] .md-search-result__link:hover,[data-md-color-accent=light-green] .md-search-result__link[data-md-state=active]{background-color:rgba(100,221,23,.1)}[data-md-color-accent=light-green] .md-sidebar__scrollwrap::-webkit-scrollbar-thumb:hover{background-color:#64dd17}[data-md-color-accent=light-green] .md-source-file:hover:before{background-color:#64dd17}button[data-md-color-accent=lime]{background-color:#aeea00}[data-md-color-accent=lime] .md-typeset a:active,[data-md-color-accent=lime] .md-typeset a:hover{color:#aeea00}[data-md-color-accent=lime] .md-typeset .codehilite pre::-webkit-scrollbar-thumb:hover,[data-md-color-accent=lime] .md-typeset pre code::-webkit-scrollbar-thumb:hover{background-color:#aeea00}[data-md-color-accent=lime] .md-nav__link:focus,[data-md-color-accent=lime] .md-nav__link:hover,[data-md-color-accent=lime] .md-typeset .footnote li:hover .footnote-backref:hover,[data-md-color-accent=lime] .md-typeset .footnote li:target .footnote-backref,[data-md-color-accent=lime] .md-typeset .md-clipboard:active:before,[data-md-color-accent=lime] .md-typeset .md-clipboard:hover:before,[data-md-color-accent=lime] .md-typeset [id] .headerlink:focus,[data-md-color-accent=lime] .md-typeset [id]:hover .headerlink:hover,[data-md-color-accent=lime] .md-typeset [id]:target .headerlink{color:#aeea00}[data-md-color-accent=lime] .md-search__scrollwrap::-webkit-scrollbar-thumb:hover{background-color:#aeea00}[data-md-color-accent=lime] .md-search-result__link:hover,[data-md-color-accent=lime] .md-search-result__link[data-md-state=active]{background-color:rgba(174,234,0,.1)}[data-md-color-accent=lime] .md-sidebar__scrollwrap::-webkit-scrollbar-thumb:hover{background-color:#aeea00}[data-md-color-accent=lime] .md-source-file:hover:before{background-color:#aeea00}button[data-md-color-accent=yellow]{background-color:#ffd600}[data-md-color-accent=yellow] .md-typeset a:active,[data-md-color-accent=yellow] .md-typeset a:hover{color:#ffd600}[data-md-color-accent=yellow] .md-typeset .codehilite pre::-webkit-scrollbar-thumb:hover,[data-md-color-accent=yellow] .md-typeset pre code::-webkit-scrollbar-thumb:hover{background-color:#ffd600}[data-md-color-accent=yellow] .md-nav__link:focus,[data-md-color-accent=yellow] .md-nav__link:hover,[data-md-color-accent=yellow] .md-typeset .footnote li:hover .footnote-backref:hover,[data-md-color-accent=yellow] .md-typeset .footnote li:target .footnote-backref,[data-md-color-accent=yellow] .md-typeset .md-clipboard:active:before,[data-md-color-accent=yellow] .md-typeset .md-clipboard:hover:before,[data-md-color-accent=yellow] .md-typeset [id] .headerlink:focus,[data-md-color-accent=yellow] .md-typeset [id]:hover .headerlink:hover,[data-md-color-accent=yellow] .md-typeset [id]:target .headerlink{color:#ffd600}[data-md-color-accent=yellow] .md-search__scrollwrap::-webkit-scrollbar-thumb:hover{background-color:#ffd600}[data-md-color-accent=yellow] .md-search-result__link:hover,[data-md-color-accent=yellow] .md-search-result__link[data-md-state=active]{background-color:rgba(255,214,0,.1)}[data-md-color-accent=yellow] .md-sidebar__scrollwrap::-webkit-scrollbar-thumb:hover{background-color:#ffd600}[data-md-color-accent=yellow] .md-source-file:hover:before{background-color:#ffd600}button[data-md-color-accent=amber]{background-color:#ffab00}[data-md-color-accent=amber] .md-typeset a:active,[data-md-color-accent=amber] .md-typeset a:hover{color:#ffab00}[data-md-color-accent=amber] .md-typeset .codehilite pre::-webkit-scrollbar-thumb:hover,[data-md-color-accent=amber] .md-typeset pre code::-webkit-scrollbar-thumb:hover{background-color:#ffab00}[data-md-color-accent=amber] .md-nav__link:focus,[data-md-color-accent=amber] .md-nav__link:hover,[data-md-color-accent=amber] .md-typeset .footnote li:hover .footnote-backref:hover,[data-md-color-accent=amber] .md-typeset .footnote li:target .footnote-backref,[data-md-color-accent=amber] .md-typeset .md-clipboard:active:before,[data-md-color-accent=amber] .md-typeset .md-clipboard:hover:before,[data-md-color-accent=amber] .md-typeset [id] .headerlink:focus,[data-md-color-accent=amber] .md-typeset [id]:hover .headerlink:hover,[data-md-color-accent=amber] .md-typeset [id]:target .headerlink{color:#ffab00}[data-md-color-accent=amber] .md-search__scrollwrap::-webkit-scrollbar-thumb:hover{background-color:#ffab00}[data-md-color-accent=amber] .md-search-result__link:hover,[data-md-color-accent=amber] 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\ No newline at end of file
diff --git a/css/base.css b/css/base.css
deleted file mode 100644
index 62b34375..00000000
--- a/css/base.css
+++ /dev/null
@@ -1,214 +0,0 @@
-body {
-    padding-top: 70px;
-}
-
-/*
- * The code below adds some padding to the top of the current anchor target so
- * that, when navigating to it, the header isn't hidden by the navbar at the
- * top. This is especially complicated because we want to *remove* the padding
- * after navigation so that hovering over the header shows the permalink icon
- * correctly. Thus, we create a CSS animation to remove the extra padding after
- * a second. We have two animations so that navigating to an anchor within the
- * page always restarts the animation.
- *
- * See <https://github.com/mkdocs/mkdocs/issues/843> for more details.
- */
-:target::before {
-    content: "";
-    display: block;
-    margin-top: -75px;
-    height: 75px;
-    pointer-events: none;
-    animation: 0s 1s forwards collapse-anchor-padding-1;
-}
-
-body.clicky :target::before {
-    animation-name: collapse-anchor-padding-2;
-}
-
-@keyframes collapse-anchor-padding-1 {
-    to {
-        margin-top: 0;
-        height: 0;
-    }
-}
-
-@keyframes collapse-anchor-padding-2 {
-    to {
-        margin-top: 0;
-        height: 0;
-    }
-}
-
-ul.nav li.main {
-    font-weight: bold;
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-div.col-md-3 {
-    padding-left: 0;
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-div.col-md-9 {
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-div.source-links {
-    float: right;
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-div.col-md-9 img {
-    max-width: 100%;
-}
-
-code {
-    padding: 1px 3px;
-    background: #ecf0f1;
-    border: solid 1px #ccc;
-    color: #7b8a8b;
-}
-
-pre code {
-    background: transparent;
-    border: none;
-}
-
-a > code {
-    color: #18bc9c;
-}
-
-/*
- * Side navigation
- *
- * Scrollspy and affixed enhanced navigation to highlight sections and secondary
- * sections of docs content.
- */
-
-/* By default it's not affixed in mobile views, so undo that */
-.bs-sidebar.affix {
-    position: static;
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-.bs-sidebar.well {
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-/* First level of nav */
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-/* All levels of nav */
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-.bs-sidebar .nav > li > a:hover,
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-.bs-sidebar .nav > .active:focus > a {
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-/* Nav: second level (shown on .active) */
-.bs-sidebar .nav .nav {
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-/* Show and affix the side nav when space allows it */
-@media (min-width: 992px) {
-    .bs-sidebar .nav > .active > ul {
-        display: block;
-    }
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-    .bs-sidebar.affix-bottom {
-        width: 213px;
-    }
-    .bs-sidebar.affix {
-        position: fixed; /* Undo the static from mobile first approach */
-        top: 80px;
-    }
-    .bs-sidebar.affix-bottom {
-        position: absolute; /* Undo the static from mobile first approach */
-    }
-    .bs-sidebar.affix-bottom .bs-sidenav,
-    .bs-sidebar.affix .bs-sidenav {
-        margin-top: 0;
-        margin-bottom: 0;
-    }
-}
-@media (min-width: 1200px) {
-    /* Widen the fixed sidebar again */
-    .bs-sidebar.affix-bottom,
-    .bs-sidebar.affix {
-        width: 263px;
-    }
-}
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-.headerlink {
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-}
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-h1:hover .headerlink, h2:hover .headerlink, h3:hover .headerlink, h4:hover .headerlink, h5:hover .headerlink, h6:hover .headerlink{
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-.dropdown-submenu>a:after {
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-    width: 0;
-    height: 0;
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-    border-style: solid;
-    border-width: 5px 0 5px 5px;
-    border-left-color: #ccc;
-    margin-top: 5px;
-    margin-right: -10px;
-}
-
-/* little arrow of parent menu */
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-}
diff --git a/css/bootstrap-custom.min.css b/css/bootstrap-custom.min.css
deleted file mode 100644
index 025ec8c4..00000000
--- a/css/bootstrap-custom.min.css
+++ /dev/null
@@ -1 +0,0 @@
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diff --git a/css/font-awesome-4.0.3.css b/css/font-awesome-4.0.3.css
deleted file mode 100644
index 048cff97..00000000
--- a/css/font-awesome-4.0.3.css
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diff --git a/css/highlight.css b/css/highlight.css
deleted file mode 100644
index 03754534..00000000
--- a/css/highlight.css
+++ /dev/null
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diff --git a/index.html b/index.html
index 518f903d..cc65a812 100644
--- a/index.html
+++ b/index.html
@@ -1,307 +1,1463 @@
+
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+      vinta/awesome-python
+    </div>
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+    
+      <label class="md-nav__link md-nav__link--active" for="toc">
+        Life is short, you need Python.
+      </label>
+    
+    <a href="." title="Life is short, you need Python." class="md-nav__link md-nav__link--active">
+      Life is short, you need Python.
+    </a>
+    
+      
+<nav class="md-nav md-nav--secondary">
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="toc">Table of contents</label>
+    <ul class="md-nav__list" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#admin-panels" title="Admin Panels" class="md-nav__link">
+    Admin Panels
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#algorithms-and-design-patterns" title="Algorithms and Design Patterns" class="md-nav__link">
+    Algorithms and Design Patterns
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#anti-spam" title="Anti-spam" class="md-nav__link">
+    Anti-spam
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#asset-management" title="Asset Management" class="md-nav__link">
+    Asset Management
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#audio" title="Audio" class="md-nav__link">
+    Audio
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#authentication" title="Authentication" class="md-nav__link">
+    Authentication
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#build-tools" title="Build Tools" class="md-nav__link">
+    Build Tools
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#cms" title="CMS" class="md-nav__link">
+    CMS
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#caching" title="Caching" class="md-nav__link">
+    Caching
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#chatops-tools" title="ChatOps Tools" class="md-nav__link">
+    ChatOps Tools
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#code-analysis-and-linter" title="Code Analysis and Linter" class="md-nav__link">
+    Code Analysis and Linter
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#command-line-tools" title="Command-line Tools" class="md-nav__link">
+    Command-line Tools
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#compatibility" title="Compatibility" class="md-nav__link">
+    Compatibility
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#computer-vision" title="Computer Vision" class="md-nav__link">
+    Computer Vision
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#concurrency-and-parallelism" title="Concurrency and Parallelism" class="md-nav__link">
+    Concurrency and Parallelism
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#configuration" title="Configuration" class="md-nav__link">
+    Configuration
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#cryptography" title="Cryptography" class="md-nav__link">
+    Cryptography
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#data-analysis" title="Data Analysis" class="md-nav__link">
+    Data Analysis
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#data-validation" title="Data Validation" class="md-nav__link">
+    Data Validation
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#data-visualization" title="Data Visualization" class="md-nav__link">
+    Data Visualization
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#database" title="Database" class="md-nav__link">
+    Database
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#database-drivers" title="Database Drivers" class="md-nav__link">
+    Database Drivers
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#date-and-time" title="Date and Time" class="md-nav__link">
+    Date and Time
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#debugging-tools" title="Debugging Tools" class="md-nav__link">
+    Debugging Tools
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#deep-learning" title="Deep Learning" class="md-nav__link">
+    Deep Learning
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#devops-tools" title="DevOps Tools" class="md-nav__link">
+    DevOps Tools
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#distribution" title="Distribution" class="md-nav__link">
+    Distribution
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#documentation" title="Documentation" class="md-nav__link">
+    Documentation
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#downloader" title="Downloader" class="md-nav__link">
+    Downloader
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#e-commerce" title="E-commerce" class="md-nav__link">
+    E-commerce
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#editor-plugins-and-ides" title="Editor Plugins and IDEs" class="md-nav__link">
+    Editor Plugins and IDEs
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#email" title="Email" class="md-nav__link">
+    Email
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#environment-management" title="Environment Management" class="md-nav__link">
+    Environment Management
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#files" title="Files" class="md-nav__link">
+    Files
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#foreign-function-interface" title="Foreign Function Interface" class="md-nav__link">
+    Foreign Function Interface
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#forms" title="Forms" class="md-nav__link">
+    Forms
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#functional-programming" title="Functional Programming" class="md-nav__link">
+    Functional Programming
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#gui" title="GUI" class="md-nav__link">
+    GUI
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#game-development" title="Game Development" class="md-nav__link">
+    Game Development
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#geolocation" title="Geolocation" class="md-nav__link">
+    Geolocation
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#html-manipulation" title="HTML Manipulation" class="md-nav__link">
+    HTML Manipulation
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#http" title="HTTP" class="md-nav__link">
+    HTTP
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#hardware" title="Hardware" class="md-nav__link">
+    Hardware
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#imagery" title="Imagery" class="md-nav__link">
+    Imagery
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#implementations" title="Implementations" class="md-nav__link">
+    Implementations
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#interactive-interpreter" title="Interactive Interpreter" class="md-nav__link">
+    Interactive Interpreter
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#internationalization" title="Internationalization" class="md-nav__link">
+    Internationalization
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#job-scheduler" title="Job Scheduler" class="md-nav__link">
+    Job Scheduler
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#logging" title="Logging" class="md-nav__link">
+    Logging
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#machine-learning" title="Machine Learning" class="md-nav__link">
+    Machine Learning
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#mapreduce" title="MapReduce" class="md-nav__link">
+    MapReduce
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#microsoft-windows" title="Microsoft Windows" class="md-nav__link">
+    Microsoft Windows
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#miscellaneous" title="Miscellaneous" class="md-nav__link">
+    Miscellaneous
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#natural-language-processing" title="Natural Language Processing" class="md-nav__link">
+    Natural Language Processing
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#network-virtualization" title="Network Virtualization" class="md-nav__link">
+    Network Virtualization
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#networking" title="Networking" class="md-nav__link">
+    Networking
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#news-feed" title="News Feed" class="md-nav__link">
+    News Feed
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#orm" title="ORM" class="md-nav__link">
+    ORM
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#package-management" title="Package Management" class="md-nav__link">
+    Package Management
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#package-repositories" title="Package Repositories" class="md-nav__link">
+    Package Repositories
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#permissions" title="Permissions" class="md-nav__link">
+    Permissions
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#processes" title="Processes" class="md-nav__link">
+    Processes
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#queue" title="Queue" class="md-nav__link">
+    Queue
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#recommender-systems" title="Recommender Systems" class="md-nav__link">
+    Recommender Systems
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#restful-api" title="RESTful API" class="md-nav__link">
+    RESTful API
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#rpc-servers" title="RPC Servers" class="md-nav__link">
+    RPC Servers
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#science" title="Science" class="md-nav__link">
+    Science
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#search" title="Search" class="md-nav__link">
+    Search
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#serialization" title="Serialization" class="md-nav__link">
+    Serialization
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#serverless-frameworks" title="Serverless Frameworks" class="md-nav__link">
+    Serverless Frameworks
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#specific-formats-processing" title="Specific Formats Processing" class="md-nav__link">
+    Specific Formats Processing
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#static-site-generator" title="Static Site Generator" class="md-nav__link">
+    Static Site Generator
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#tagging" title="Tagging" class="md-nav__link">
+    Tagging
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#template-engine" title="Template Engine" class="md-nav__link">
+    Template Engine
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#testing" title="Testing" class="md-nav__link">
+    Testing
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#text-processing" title="Text Processing" class="md-nav__link">
+    Text Processing
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#third-party-apis" title="Third-party APIs" class="md-nav__link">
+    Third-party APIs
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#url-manipulation" title="URL Manipulation" class="md-nav__link">
+    URL Manipulation
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#video" title="Video" class="md-nav__link">
+    Video
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#wsgi-servers" title="WSGI Servers" class="md-nav__link">
+    WSGI Servers
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#web-content-extracting" title="Web Content Extracting" class="md-nav__link">
+    Web Content Extracting
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#web-crawling" title="Web Crawling" class="md-nav__link">
+    Web Crawling
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#web-frameworks" title="Web Frameworks" class="md-nav__link">
+    Web Frameworks
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#websocket" title="WebSocket" class="md-nav__link">
+    WebSocket
+  </a>
+  
+</li>
+      
+      
+      
     </ul>
-</div></div>
-            <div class="col-md-9" role="main">
+  
+</nav>
+    
+  </li>
 
-<h1 id="awesome-python">Awesome Python <a href="https://github.com/sindresorhus/awesome"><img alt="Awesome" src="https://cdn.rawgit.com/sindresorhus/awesome/d7305f38d29fed78fa85652e3a63e154dd8e8829/media/badge.svg" /></a></h1>
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="toc">
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+<nav class="md-nav md-nav--secondary">
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="toc">Table of contents</label>
+    <ul class="md-nav__list" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#admin-panels" title="Admin Panels" class="md-nav__link">
+    Admin Panels
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#algorithms-and-design-patterns" title="Algorithms and Design Patterns" class="md-nav__link">
+    Algorithms and Design Patterns
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#anti-spam" title="Anti-spam" class="md-nav__link">
+    Anti-spam
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#asset-management" title="Asset Management" class="md-nav__link">
+    Asset Management
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#audio" title="Audio" class="md-nav__link">
+    Audio
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#authentication" title="Authentication" class="md-nav__link">
+    Authentication
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#build-tools" title="Build Tools" class="md-nav__link">
+    Build Tools
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#cms" title="CMS" class="md-nav__link">
+    CMS
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#caching" title="Caching" class="md-nav__link">
+    Caching
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#chatops-tools" title="ChatOps Tools" class="md-nav__link">
+    ChatOps Tools
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#code-analysis-and-linter" title="Code Analysis and Linter" class="md-nav__link">
+    Code Analysis and Linter
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#command-line-tools" title="Command-line Tools" class="md-nav__link">
+    Command-line Tools
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#compatibility" title="Compatibility" class="md-nav__link">
+    Compatibility
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#computer-vision" title="Computer Vision" class="md-nav__link">
+    Computer Vision
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#concurrency-and-parallelism" title="Concurrency and Parallelism" class="md-nav__link">
+    Concurrency and Parallelism
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#configuration" title="Configuration" class="md-nav__link">
+    Configuration
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#cryptography" title="Cryptography" class="md-nav__link">
+    Cryptography
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#data-analysis" title="Data Analysis" class="md-nav__link">
+    Data Analysis
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#data-validation" title="Data Validation" class="md-nav__link">
+    Data Validation
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#data-visualization" title="Data Visualization" class="md-nav__link">
+    Data Visualization
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#database" title="Database" class="md-nav__link">
+    Database
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#database-drivers" title="Database Drivers" class="md-nav__link">
+    Database Drivers
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#date-and-time" title="Date and Time" class="md-nav__link">
+    Date and Time
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#debugging-tools" title="Debugging Tools" class="md-nav__link">
+    Debugging Tools
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#deep-learning" title="Deep Learning" class="md-nav__link">
+    Deep Learning
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#devops-tools" title="DevOps Tools" class="md-nav__link">
+    DevOps Tools
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#distribution" title="Distribution" class="md-nav__link">
+    Distribution
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#documentation" title="Documentation" class="md-nav__link">
+    Documentation
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#downloader" title="Downloader" class="md-nav__link">
+    Downloader
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#e-commerce" title="E-commerce" class="md-nav__link">
+    E-commerce
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#editor-plugins-and-ides" title="Editor Plugins and IDEs" class="md-nav__link">
+    Editor Plugins and IDEs
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#email" title="Email" class="md-nav__link">
+    Email
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#environment-management" title="Environment Management" class="md-nav__link">
+    Environment Management
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#files" title="Files" class="md-nav__link">
+    Files
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#foreign-function-interface" title="Foreign Function Interface" class="md-nav__link">
+    Foreign Function Interface
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#forms" title="Forms" class="md-nav__link">
+    Forms
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#functional-programming" title="Functional Programming" class="md-nav__link">
+    Functional Programming
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#gui" title="GUI" class="md-nav__link">
+    GUI
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#game-development" title="Game Development" class="md-nav__link">
+    Game Development
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#geolocation" title="Geolocation" class="md-nav__link">
+    Geolocation
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#html-manipulation" title="HTML Manipulation" class="md-nav__link">
+    HTML Manipulation
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#http" title="HTTP" class="md-nav__link">
+    HTTP
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#hardware" title="Hardware" class="md-nav__link">
+    Hardware
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#imagery" title="Imagery" class="md-nav__link">
+    Imagery
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#implementations" title="Implementations" class="md-nav__link">
+    Implementations
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#interactive-interpreter" title="Interactive Interpreter" class="md-nav__link">
+    Interactive Interpreter
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#internationalization" title="Internationalization" class="md-nav__link">
+    Internationalization
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#job-scheduler" title="Job Scheduler" class="md-nav__link">
+    Job Scheduler
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#logging" title="Logging" class="md-nav__link">
+    Logging
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#machine-learning" title="Machine Learning" class="md-nav__link">
+    Machine Learning
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#mapreduce" title="MapReduce" class="md-nav__link">
+    MapReduce
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#microsoft-windows" title="Microsoft Windows" class="md-nav__link">
+    Microsoft Windows
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#miscellaneous" title="Miscellaneous" class="md-nav__link">
+    Miscellaneous
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#natural-language-processing" title="Natural Language Processing" class="md-nav__link">
+    Natural Language Processing
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#network-virtualization" title="Network Virtualization" class="md-nav__link">
+    Network Virtualization
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#networking" title="Networking" class="md-nav__link">
+    Networking
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#news-feed" title="News Feed" class="md-nav__link">
+    News Feed
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#orm" title="ORM" class="md-nav__link">
+    ORM
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#package-management" title="Package Management" class="md-nav__link">
+    Package Management
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#package-repositories" title="Package Repositories" class="md-nav__link">
+    Package Repositories
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#permissions" title="Permissions" class="md-nav__link">
+    Permissions
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#processes" title="Processes" class="md-nav__link">
+    Processes
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#queue" title="Queue" class="md-nav__link">
+    Queue
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#recommender-systems" title="Recommender Systems" class="md-nav__link">
+    Recommender Systems
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#restful-api" title="RESTful API" class="md-nav__link">
+    RESTful API
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#rpc-servers" title="RPC Servers" class="md-nav__link">
+    RPC Servers
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#science" title="Science" class="md-nav__link">
+    Science
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#search" title="Search" class="md-nav__link">
+    Search
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#serialization" title="Serialization" class="md-nav__link">
+    Serialization
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#serverless-frameworks" title="Serverless Frameworks" class="md-nav__link">
+    Serverless Frameworks
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#specific-formats-processing" title="Specific Formats Processing" class="md-nav__link">
+    Specific Formats Processing
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#static-site-generator" title="Static Site Generator" class="md-nav__link">
+    Static Site Generator
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#tagging" title="Tagging" class="md-nav__link">
+    Tagging
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#template-engine" title="Template Engine" class="md-nav__link">
+    Template Engine
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#testing" title="Testing" class="md-nav__link">
+    Testing
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#text-processing" title="Text Processing" class="md-nav__link">
+    Text Processing
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#third-party-apis" title="Third-party APIs" class="md-nav__link">
+    Third-party APIs
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#url-manipulation" title="URL Manipulation" class="md-nav__link">
+    URL Manipulation
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#video" title="Video" class="md-nav__link">
+    Video
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#wsgi-servers" title="WSGI Servers" class="md-nav__link">
+    WSGI Servers
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#web-content-extracting" title="Web Content Extracting" class="md-nav__link">
+    Web Content Extracting
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#web-crawling" title="Web Crawling" class="md-nav__link">
+    Web Crawling
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#web-frameworks" title="Web Frameworks" class="md-nav__link">
+    Web Frameworks
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#websocket" title="WebSocket" class="md-nav__link">
+    WebSocket
+  </a>
+  
+</li>
+      
+      
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          <div class="md-content">
+            <article class="md-content__inner md-typeset">
+              
+                
+                
+                <h1 id="awesome-python">Awesome Python <a href="https://github.com/sindresorhus/awesome"><img alt="Awesome" src="https://cdn.rawgit.com/sindresorhus/awesome/d7305f38d29fed78fa85652e3a63e154dd8e8829/media/badge.svg" /></a></h1>
 <p>A curated list of awesome Python frameworks, libraries, software and resources.</p>
 <p>Inspired by <a href="https://github.com/ziadoz/awesome-php">awesome-php</a>.</p>
 <ul>
@@ -368,6 +1524,7 @@
 <li><a href="#permissions">Permissions</a></li>
 <li><a href="#processes">Processes</a></li>
 <li><a href="#queue">Queue</a></li>
+<li><a href="#recommender-systems">Recommender Systems</a></li>
 <li><a href="#restful-api">RESTful API</a></li>
 <li><a href="#rpc-servers">RPC Servers</a></li>
 <li><a href="#science">Science</a></li>
@@ -438,7 +1595,7 @@
 <li><a href="https://github.com/jazzband/django-pipeline">django-pipeline</a> - An asset packaging library for Django.</li>
 <li><a href="https://github.com/jschneier/django-storages">django-storages</a> - A collection of custom storage back ends for Django.</li>
 <li><a href="http://www.fanstatic.org/en/latest/">fanstatic</a> - Packages, optimizes, and serves static file dependencies as Python packages.</li>
-<li><a href="http://fileconveyor.org/">fileconveyor</a> - A daemon to detect and sync files to CDNs, S3 and FTP.</li>
+<li><a href="http://wimleers.com/fileconveyor">fileconveyor</a> - A daemon to detect and sync files to CDNs, S3 and FTP.</li>
 <li><a href="https://github.com/miracle2k/flask-assets">flask-assets</a> - Helps you integrate webassets into your Flask app.</li>
 <li><a href="https://github.com/jaysonsantos/jinja-assets-compressor">jinja-assets-compressor</a> - A Jinja extension to compile and compress your assets.</li>
 <li><a href="https://github.com/miracle2k/webassets">webassets</a> - Bundles, optimizes, and manages unique cache-busting URLs for static resources.</li>
@@ -450,9 +1607,9 @@
 <li><a href="https://github.com/beetbox/audioread">audioread</a> - Cross-library (GStreamer + Core Audio + MAD + FFmpeg) audio decoding.</li>
 <li><a href="http://beets.io/">beets</a> - A music library manager and <a href="https://musicbrainz.org/">MusicBrainz</a> tagger.</li>
 <li><a href="https://github.com/worldveil/dejavu">dejavu</a> - Audio fingerprinting and recognition.</li>
-<li><a href="https://github.com/StreetVoice/django-elastic-transcoder">django-elastic-transcoder</a> - Django + <a href="http://aws.amazon.com/elastictranscoder/">Amazon Elastic Transcoder</a>.</li>
+<li><a href="https://github.com/StreetVoice/django-elastic-transcoder">django-elastic-transcoder</a> - Django + <a href="https://aws.amazon.com/elastictranscoder/">Amazon Elastic Transcoder</a>.</li>
 <li><a href="http://eyed3.nicfit.net/">eyeD3</a> - A tool for working with audio files, specifically MP3 files containing ID3 metadata.</li>
-<li><a href="http://nedbatchelder.com/code/modules/id3reader.py">id3reader</a> - A Python module for reading MP3 meta data.</li>
+<li><a href="https://nedbatchelder.com/code/modules/id3reader.py">id3reader</a> - A Python module for reading MP3 meta data.</li>
 <li><a href="https://github.com/globocom/m3u8">m3u8</a> - A module for parsing m3u8 file.</li>
 <li><a href="http://bspaans.github.io/python-mingus/">mingus</a> - An advanced music theory and notation package with MIDI file and playback support.</li>
 <li><a href="https://github.com/quodlibet/mutagen">mutagen</a> - A Python module to handle audio metadata.</li>
@@ -467,7 +1624,7 @@
 <p><em>Libraries for implementing authentications schemes.</em></p>
 <ul>
 <li>OAuth<ul>
-<li><a href="http://peterhudec.github.io/authomatic/">Authomatic</a> - Simple but powerful framework agnostic authentication/authorization client.</li>
+<li><a href="https://github.com/authomatic/authomatic">Authomatic</a> - Simple but powerful framework agnostic authentication/authorization client.</li>
 <li><a href="https://github.com/pennersr/django-allauth">django-allauth</a> - Authentication app for Django that "just works."</li>
 <li><a href="https://github.com/evonove/django-oauth-toolkit">django-oauth-toolkit</a> - OAuth 2 goodies for Django.</li>
 <li><a href="https://github.com/lepture/flask-oauthlib">Flask-OAuthlib</a> - OAuth 1.0/a, 2.0 implementation of client and provider for Flask.</li>
@@ -491,14 +1648,14 @@
 <ul>
 <li><a href="http://www.yoctoproject.org/docs/1.6/bitbake-user-manual/bitbake-user-manual.html">BitBake</a> - A make-like build tool for embedded Linux.</li>
 <li><a href="http://www.buildout.org/en/latest/">buildout</a> - A build system for creating, assembling and deploying applications from multiple parts.</li>
-<li><a href="https://github.com/platformio/platformio">PlatformIO</a> - A console tool to build code with different development platforms.</li>
+<li><a href="https://github.com/platformio/platformio-core">PlatformIO</a> - A console tool to build code with different development platforms.</li>
 <li><a href="https://github.com/pybuilder/pybuilder">PyBuilder</a> - A continuous build tool written in pure Python.</li>
 <li><a href="http://www.scons.org/">SCons</a> - A software construction tool.</li>
 </ul>
 <h2 id="cms">CMS</h2>
 <p><em>Content Management Systems.</em></p>
 <ul>
-<li><a href="http://www.django-cms.org/en/">django-cms</a> - An Open source enterprise CMS based on the Django.</li>
+<li><a href="https://www.django-cms.org/en/">django-cms</a> - An Open source enterprise CMS based on the Django.</li>
 <li><a href="http://djedi-cms.org/">djedi-cms</a> - A lightweight but yet powerful Django CMS with plugins, inline editing and performance in mind.</li>
 <li><a href="http://www.feincms.org/">FeinCMS</a> - One of the most advanced Content Management Systems built on Django.</li>
 <li><a href="http://kotti.pylonsproject.org/">Kotti</a> - A high-level, Pythonic web application framework built on Pyramid.</li>
@@ -517,7 +1674,7 @@
 <li><a href="https://github.com/django-cache-machine/django-cache-machine">django-cache-machine</a> - Automatic caching and invalidation for Django models.</li>
 <li><a href="https://github.com/Suor/django-cacheops">django-cacheops</a> - A slick ORM cache with automatic granular event-driven invalidation.</li>
 <li><a href="https://github.com/5monkeys/django-viewlet">django-viewlet</a> - Render template parts with extended cache control.</li>
-<li><a href="http://dogpilecache.readthedocs.io/">dogpile.cache</a> - dogpile.cache is next generation replacement for Beaker made by same authors.</li>
+<li><a href="http://dogpilecache.readthedocs.io/en/latest/">dogpile.cache</a> - dogpile.cache is next generation replacement for Beaker made by same authors.</li>
 <li><a href="https://pypi.python.org/pypi/HermesCache">HermesCache</a> - Python caching library with tag-based invalidation and dogpile effect prevention.</li>
 <li><a href="https://github.com/jmoiron/johnny-cache">johnny-cache</a> - A caching framework for django applications.</li>
 <li><a href="https://github.com/lericson/pylibmc">pylibmc</a> - A Python wrapper around the <a href="http://libmemcached.org/libMemcached.html">libmemcached</a> interface.</li>
@@ -525,16 +1682,15 @@
 <h2 id="chatops-tools">ChatOps Tools</h2>
 <p><em>Libraries for chatbot development.</em></p>
 <ul>
-<li><a href="http://errbot.io/">Errbot</a> - The easiest and most popular chatbot to implement ChatOps.</li>
+<li><a href="http://errbot.io/en/latest/">Errbot</a> - The easiest and most popular chatbot to implement ChatOps.</li>
 </ul>
 <h2 id="code-analysis-and-linter">Code Analysis and Linter</h2>
 <p><em>Libraries and tools for analysing, parsing and manipulation codebases.</em></p>
 <ul>
 <li>Code Analysis<ul>
-<li><a href="http://coala-analyzer.org/">coala</a> - Language independent and easily extendable code analysis application.</li>
+<li><a href="http://coala.io/">coala</a> - Language independent and easily extendable code analysis application.</li>
 <li><a href="https://github.com/scottrogowski/code2flow">code2flow</a> - Turn your Python and JavaScript code into DOT flowcharts.</li>
 <li><a href="https://github.com/gak/pycallgraph">pycallgraph</a> - A library that visualises the flow (call graph) of your Python application.</li>
-<li><a href="https://github.com/yinwang0/pysonar2">pysonar2</a> - A type inferencer and indexer for Python.</li>
 </ul>
 </li>
 <li>Linter<ul>
@@ -543,6 +1699,10 @@
 <li><a href="https://www.pylint.org/">Pylint</a> - A Fully customizable source code analyzer.</li>
 </ul>
 </li>
+<li>Static Type Checker<ul>
+<li><a href="http://mypy-lang.org/">mypy</a> - Check variable types during compile time.</li>
+</ul>
+</li>
 </ul>
 <h2 id="command-line-tools">Command-line Tools</h2>
 <p><em>Libraries for building command-line application.</em></p>
@@ -551,7 +1711,7 @@
 <li><a href="https://github.com/peterbrittain/asciimatics">asciimatics</a> - Cross-platform, full-screen terminal package (i.e.  mouse/keyboard input and coloured, positioned text output) complete with high-level API for complex animations and special effects.</li>
 <li><a href="http://builtoncement.com/">cement</a> - CLI Application Framework for Python.</li>
 <li><a href="http://click.pocoo.org/dev/">click</a> - A package for creating beautiful command line interfaces in a composable way.</li>
-<li><a href="http://docs.openstack.org/developer/cliff/">cliff</a> - A framework for creating command-line programs with multi-level commands.</li>
+<li><a href="https://docs.openstack.org/developer/cliff/">cliff</a> - A framework for creating command-line programs with multi-level commands.</li>
 <li><a href="https://github.com/kennethreitz/clint">clint</a> - Python Command-line Application Tools.</li>
 <li><a href="https://pypi.python.org/pypi/colorama">colorama</a> - Cross-platform colored terminal text.</li>
 <li><a href="http://docopt.org/">docopt</a> - Pythonic command line arguments parser.</li>
@@ -567,7 +1727,7 @@
 <li><a href="https://github.com/audreyr/cookiecutter">cookiecutter</a> - A command-line utility that creates projects from cookiecutters (project templates).</li>
 <li><a href="https://github.com/sloria/doitlive">doitlive</a> - A tool for live presentations in the terminal.</li>
 <li><a href="https://github.com/gleitz/howdoi">howdoi</a> - Instant coding answers via the command line.</li>
-<li><a href="https://github.com/jkbrzt/httpie">httpie</a> - A command line HTTP client, a user-friendly cURL replacement.</li>
+<li><a href="https://github.com/jakubroztocil/httpie">httpie</a> - A command line HTTP client, a user-friendly cURL replacement.</li>
 <li><a href="https://github.com/dbcli/mycli">mycli</a> - A Terminal Client for MySQL with AutoCompletion and Syntax Highlighting.</li>
 <li><a href="https://github.com/facebook/PathPicker">PathPicker</a> - Select files out of bash output.</li>
 <li><a href="https://github.com/mooz/percol">percol</a> - Adds flavor of interactive selection to the traditional pipe concept on UNIX.</li>
@@ -589,7 +1749,7 @@
 <p><em>Libraries for computer vision.</em></p>
 <ul>
 <li><a href="http://opencv.org/">OpenCV</a> - Open Source Computer Vision Library.</li>
-<li><a href="https://github.com/jflesch/pyocr">pyocr</a> - A wrapper for Tesseract and Cuneiform.</li>
+<li><a href="https://github.com/openpaperwork/pyocr">pyocr</a> - A wrapper for Tesseract and Cuneiform.</li>
 <li><a href="https://github.com/madmaze/pytesseract">pytesseract</a> - Another wrapper for <a href="https://github.com/tesseract-ocr">Google Tesseract OCR</a>.</li>
 <li><a href="http://simplecv.org/">SimpleCV</a> - An open source framework for building computer vision applications.</li>
 </ul>
@@ -625,14 +1785,14 @@
 <ul>
 <li><a href="https://github.com/blaze/blaze">Blaze</a> - NumPy and Pandas interface to Big Data.</li>
 <li><a href="https://github.com/mining/mining">Open Mining</a> - Business Intelligence (BI) in Pandas interface.</li>
-<li><a href="http://orange.biolab.si/">Orange</a> - Data mining, data visualization, analysis and machine learning through visual programming or scripts.</li>
+<li><a href="https://orange.biolab.si/">Orange</a> - Data mining, data visualization, analysis and machine learning through visual programming or scripts.</li>
 <li><a href="http://pandas.pydata.org/">Pandas</a> - A library providing high-performance, easy-to-use data structures and data analysis tools.</li>
 </ul>
 <h2 id="data-validation">Data Validation</h2>
 <p><em>Libraries for validating data. Used for forms in many cases.</em></p>
 <ul>
-<li><a href="https://github.com/nicolaiarocci/cerberus/">Cerberus</a> - A lightweight and extensible data validation library.</li>
-<li><a href="http://docs.pylonsproject.org/projects/colander/en/latest/">colander</a> - Validating and deserializing data obtained via XML, JSON, an HTML form post.</li>
+<li><a href="https://github.com/pyeve/cerberus">Cerberus</a> - A lightweight and extensible data validation library.</li>
+<li><a href="https://docs.pylonsproject.org/projects/colander/en/latest/">colander</a> - Validating and deserializing data obtained via XML, JSON, an HTML form post.</li>
 <li><a href="https://github.com/Julian/jsonschema">jsonschema</a> - An implementation of <a href="http://json-schema.org/">JSON Schema</a> for Python.</li>
 <li><a href="https://github.com/keleshev/schema">schema</a> - A library for validating Python data structures.</li>
 <li><a href="https://github.com/schematics/schematics">Schematics</a> - Data Structure Validation.</li>
@@ -644,7 +1804,7 @@
 <ul>
 <li><a href="https://github.com/altair-viz/altair">Altair</a> - Declarative statistical visualization library for Python.</li>
 <li><a href="https://github.com/bokeh/bokeh">Bokeh</a> - Interactive Web Plotting for Python.</li>
-<li><a href="https://github.com/yhat/ggplot">ggplot</a> - Same API as ggplot2 for R.</li>
+<li><a href="https://github.com/yhat/ggpy">ggplot</a> - Same API as ggplot2 for R.</li>
 <li><a href="http://matplotlib.org/">Matplotlib</a> - A Python 2D plotting library.</li>
 <li><a href="http://www.pygal.org/en/latest/">Pygal</a> - A Python SVG Charts Creator.</li>
 <li><a href="https://pypi.python.org/pypi/pygraphviz">PyGraphviz</a> - Python interface to <a href="http://www.graphviz.org/">Graphviz</a>.</li>
@@ -688,7 +1848,7 @@
 <li><a href="https://github.com/wbolster/plyvel">Plyvel</a> - A fast and feature-rich Python interface to LevelDB.</li>
 <li><a href="http://py2neo.org/2.0/">py2neo</a> - Python wrapper client for Neo4j's restful interface.</li>
 <li><a href="https://github.com/pycassa/pycassa">pycassa</a> - Python Thrift driver for Cassandra.</li>
-<li><a href="https://docs.mongodb.org/ecosystem/drivers/python/">PyMongo</a> - The official Python client for MongoDB.</li>
+<li><a href="https://docs.mongodb.com/ecosystem/drivers/python/">PyMongo</a> - The official Python client for MongoDB.</li>
 <li><a href="https://github.com/andymccurdy/redis-py">redis-py</a> - The Redis Python Client.</li>
 <li><a href="https://github.com/driftx/Telephus">telephus</a> - Twisted based client for Cassandra.</li>
 <li><a href="https://github.com/deldotdr/txRedis">txRedis</a> - Twisted based client for Redis.</li>
@@ -727,7 +1887,7 @@
 </ul>
 </li>
 <li>Others<ul>
-<li><a href="https://github.com/django-debug-toolbar/django-debug-toolbar">django-debug-toolbar</a> - Display various debug information for Django.</li>
+<li><a href="https://github.com/jazzband/django-debug-toolbar">django-debug-toolbar</a> - Display various debug information for Django.</li>
 <li><a href="https://github.com/dcramer/django-devserver">django-devserver</a> - A drop-in replacement for Django's runserver.</li>
 <li><a href="https://github.com/mgood/flask-debugtoolbar">flask-debugtoolbar</a> - A port of the django-debug-toolbar to flask.</li>
 <li><a href="https://github.com/ionelmc/python-hunter">hunter</a> - Hunter is a flexible code tracing toolkit.</li>
@@ -753,13 +1913,13 @@
 <p><em>Software and libraries for DevOps.</em></p>
 <ul>
 <li><a href="https://github.com/ansible/ansible">Ansible</a> - A radically simple IT automation platform.</li>
-<li><a href="http://cloudinit.readthedocs.io/">Cloud-Init</a> - A multi-distribution package that handles early initialization of a cloud instance.</li>
+<li><a href="http://cloudinit.readthedocs.io/en/latest/">Cloud-Init</a> - A multi-distribution package that handles early initialization of a cloud instance.</li>
 <li><a href="https://github.com/sebastien/cuisine">cuisine</a> - Chef-like functionality for Fabric.</li>
 <li><a href="https://docs.docker.com/compose/">Docker Compose</a> - Fast, isolated development environments using <a href="https://www.docker.com/">Docker</a>.</li>
 <li><a href="http://www.fabfile.org/">Fabric</a> - A simple, Pythonic tool for remote execution and deployment.</li>
-<li><a href="https://github.com/ronnix/fabtools">Fabtools</a> - Tools for writing awesome Fabric files.</li>
+<li><a href="https://github.com/fabtools/fabtools">Fabtools</a> - Tools for writing awesome Fabric files.</li>
 <li><a href="https://github.com/nickstenning/honcho">honcho</a> - A Python clone of <a href="https://github.com/ddollar/foreman">Foreman</a>, for managing Procfile-based applications.</li>
-<li><a href="http://www.openstack.org/">OpenStack</a> - Open source software for building private and public clouds.</li>
+<li><a href="https://www.openstack.org/">OpenStack</a> - Open source software for building private and public clouds.</li>
 <li><a href="https://github.com/pexpect/pexpect">pexpect</a> - Controlling interactive programs in a pseudo-terminal like GNU expect.</li>
 <li><a href="https://github.com/giampaolo/psutil">psutil</a> - A cross-platform process and system utilities module.</li>
 <li><a href="https://github.com/saltstack/salt">SaltStack</a> - Infrastructure automation and management system.</li>
@@ -773,7 +1933,7 @@
 <li><a href="http://pythonhosted.org/py2app/">py2app</a> - Freezes Python scripts (Mac OS X).</li>
 <li><a href="http://www.py2exe.org/">py2exe</a> - Freezes Python scripts (Windows).</li>
 <li><a href="https://github.com/pyinstaller/pyinstaller">PyInstaller</a> - Converts Python programs into stand-alone executables (cross-platform).</li>
-<li><a href="http://pynsist.readthedocs.io/">pynsist</a> - A tool to build Windows installers, installers bundle Python itself.</li>
+<li><a href="http://pynsist.readthedocs.io/en/latest/">pynsist</a> - A tool to build Windows installers, installers bundle Python itself.</li>
 </ul>
 <h2 id="documentation">Documentation</h2>
 <p><em>Libraries for generating project documentation.</em></p>
@@ -791,7 +1951,7 @@
 <ul>
 <li><a href="https://github.com/s3tools/s3cmd">s3cmd</a> - A command line tool for managing Amazon S3 and CloudFront.</li>
 <li><a href="https://github.com/bloomreach/s4cmd">s4cmd</a> - Super S3 command line tool, good for higher performance.</li>
-<li><a href="https://www.soimort.org/you-get/">you-get</a> - A YouTube/Youku/Niconico video downloader written in Python 3.</li>
+<li><a href="http://you-get.org/">you-get</a> - A YouTube/Youku/Niconico video downloader written in Python 3.</li>
 <li><a href="http://rg3.github.io/youtube-dl/">youtube-dl</a> - A small command-line program to download videos from YouTube.</li>
 </ul>
 <h2 id="e-commerce">E-commerce</h2>
@@ -805,7 +1965,7 @@
 <li><a href="https://github.com/carlospalol/money">money</a> - Money class with optional CLDR-backed locale-aware formatting and an extensible currency exchange solution.</li>
 <li><a href="https://github.com/Alir3z4/python-currencies">python-currencies</a> - Display money format and its filthy currencies.</li>
 <li><a href="https://github.com/MicroPyramid/forex-python">forex-python</a> - Foreign exchange rates, Bitcoin price index and currency conversion.</li>
-<li><a href="https://www.shoop.io/en/">shoop</a> - An open source E-Commerce platform based on Django.</li>
+<li><a href="https://www.shuup.com/en/">shoop</a> - An open source E-Commerce platform based on Django.</li>
 </ul>
 <h2 id="editor-plugins-and-ides">Editor Plugins and IDEs</h2>
 <ul>
@@ -820,7 +1980,7 @@
 </li>
 <li>Vim<ul>
 <li><a href="https://github.com/davidhalter/jedi-vim">Jedi-vim</a> - Vim bindings for the Jedi auto-completion library for Python.</li>
-<li><a href="https://github.com/klen/python-mode">Python-mode</a> - An all in one plugin for turning Vim into a Python IDE.</li>
+<li><a href="https://github.com/python-mode/python-mode">Python-mode</a> - An all in one plugin for turning Vim into a Python IDE.</li>
 <li><a href="https://github.com/Valloric/YouCompleteMe">YouCompleteMe</a> - Includes <a href="https://github.com/davidhalter/jedi">Jedi</a>-based completion engine for Python.</li>
 </ul>
 </li>
@@ -849,15 +2009,16 @@
 <li><a href="https://github.com/kennethreitz/inbox.py">inbox.py</a> - Python SMTP Server for Humans.</li>
 <li><a href="https://github.com/zedshaw/lamson">lamson</a> - Pythonic SMTP Application Server.</li>
 <li><a href="https://github.com/marrow/mailer">Marrow Mailer</a> - High-performance extensible mail delivery framework.</li>
-<li><a href="https://github.com/tonioo/modoboa">modoboa</a> - A mail hosting and management platform including a modern and simplified Web UI.</li>
+<li><a href="https://github.com/modoboa/modoboa">modoboa</a> - A mail hosting and management platform including a modern and simplified Web UI.</li>
 <li><a href="https://github.com/nylas/sync-engine">Nylas Sync Engine</a> - Providing a RESTful API on top of a powerful email sync platform.</li>
 <li><a href="https://github.com/kootenpv/yagmail">yagmail</a> - Yet another Gmail/SMTP client.</li>
 </ul>
 <h2 id="environment-management">Environment Management</h2>
 <p><em>Libraries for Python version and environment management.</em></p>
 <ul>
+<li><a href="https://github.com/kennethreitz/pipenv">Pipenv</a> - Sacred Marriage of Pipfile, Pip, &amp; Virtualenv.</li>
 <li><a href="https://github.com/qw3rtman/p">p</a> - Dead simple interactive Python version management.</li>
-<li><a href="https://github.com/yyuu/pyenv">pyenv</a> - Simple Python version management.</li>
+<li><a href="https://github.com/pyenv/pyenv">pyenv</a> - Simple Python version management.</li>
 <li><a href="https://docs.python.org/3/library/venv.html">venv</a> - (Python standard library in Python 3.3+) Creating lightweight virtual environments.</li>
 <li><a href="https://pypi.python.org/pypi/virtualenv">virtualenv</a> - A tool to create isolated Python environments.</li>
 <li><a href="https://pypi.python.org/pypi/virtualenvwrapper">virtualenvwrapper</a> - A set of extensions to virtualenv.</li>
@@ -886,7 +2047,7 @@
 <ul>
 <li><a href="https://github.com/Pylons/deform">Deform</a> - Python HTML form generation library influenced by the formish form generation library.</li>
 <li><a href="https://github.com/dyve/django-bootstrap3">django-bootstrap3</a> - Bootstrap 3 integration with Django.</li>
-<li><a href="https://github.com/maraujop/django-crispy-forms">django-crispy-forms</a> - A Django app which lets you create beautiful forms in a very elegant and DRY way.</li>
+<li><a href="https://github.com/django-crispy-forms/django-crispy-forms">django-crispy-forms</a> - A Django app which lets you create beautiful forms in a very elegant and DRY way.</li>
 <li><a href="https://github.com/WiserTogether/django-remote-forms">django-remote-forms</a> - A platform independent Django form serializer.</li>
 <li><a href="https://github.com/wtforms/wtforms">WTForms</a> - A flexible forms validation and rendering library.</li>
 </ul>
@@ -907,13 +2068,13 @@
 <li><a href="https://kivy.org/">kivy</a> - A library for creating NUI applications, running on Windows, Linux, Mac OS X, Android and iOS.</li>
 <li><a href="https://bitbucket.org/pyglet/pyglet/wiki/Home">pyglet</a> - A cross-platform windowing and multimedia library for Python.</li>
 <li><a href="https://wiki.gnome.org/Projects/PyGObject">PyGObject</a> - Python Bindings for GLib/GObject/GIO/GTK+ (GTK+3)</li>
-<li><a href="https://riverbankcomputing.com/software/pyqt/intro">PyQt</a> - Python bindings for the <a href="http://www.qt.io/">Qt</a> cross-platform application and UI framework, with support for both Qt v4 and Qt v5 frameworks.</li>
+<li><a href="https://riverbankcomputing.com/software/pyqt/intro">PyQt</a> - Python bindings for the <a href="https://www.qt.io/">Qt</a> cross-platform application and UI framework, with support for both Qt v4 and Qt v5 frameworks.</li>
 <li><a href="https://wiki.qt.io/PySide">PySide</a> - Python bindings for the <a href="http://www.qt.io/">Qt</a> cross-platform application and UI framework, supporting the Qt v4 framework.</li>
 <li><a href="https://github.com/r0x0r/pywebview/">pywebview</a> - A lightweight cross-platform native wrapper around a webview component that allows to display HTML content in its own native dedicated window</li>
 <li><a href="https://wiki.python.org/moin/TkInter">Tkinter</a> - Tkinter is Python's de-facto standard GUI package.</li>
 <li><a href="https://github.com/pybee/toga">Toga</a> - A Python native, OS native GUI toolkit.</li>
 <li><a href="http://urwid.org/">urwid</a> - A library for creating terminal GUI applications with strong support for widgets, events, rich colors, etc.</li>
-<li><a href="http://wxpython.org/">wxPython</a> - A blending of the wxWidgets C++ class library with the Python.</li>
+<li><a href="https://wxpython.org/">wxPython</a> - A blending of the wxWidgets C++ class library with the Python.</li>
 </ul>
 <h2 id="game-development">Game Development</h2>
 <p><em>Awesome game development libraries.</em></p>
@@ -923,7 +2084,7 @@
 <li><a href="http://www.pygame.org/news.html">Pygame</a> - Pygame is a set of Python modules designed for writing games.</li>
 <li><a href="http://www.ogre3d.org/tikiwiki/PyOgre">PyOgre</a> - Python bindings for the Ogre 3D render engine, can be used for games, simulations, anything 3D.</li>
 <li><a href="http://pyopengl.sourceforge.net/">PyOpenGL</a> - Python ctypes bindings for OpenGL and it's related APIs.</li>
-<li><a href="http://pysdl2.readthedocs.io/">PySDL2</a> - A ctypes based wrapper for the SDL2 library.</li>
+<li><a href="http://pysdl2.readthedocs.io/en/rel_0_9_5/">PySDL2</a> - A ctypes based wrapper for the SDL2 library.</li>
 <li><a href="https://www.renpy.org/">RenPy</a> - A Visual Novel engine.</li>
 </ul>
 <h2 id="geolocation">Geolocation</h2>
@@ -948,7 +2109,7 @@
 <li><a href="https://github.com/gawel/pyquery">pyquery</a> - A jQuery-like library for parsing HTML.</li>
 <li><a href="https://github.com/stchris/untangle">untangle</a> - Converts XML documents to Python objects for easy access.</li>
 <li><a href="http://weasyprint.org">WeasyPrint</a> - A visual rendering engine for HTML and CSS that can export to PDF.</li>
-<li><a href="https://xmldataset.readthedocs.io">xmldataset</a> - Simple XML Parsing.</li>
+<li><a href="https://xmldataset.readthedocs.io/en/latest/">xmldataset</a> - Simple XML Parsing.</li>
 <li><a href="https://github.com/martinblech/xmltodict">xmltodict</a> - Working with XML feel like you are working with JSON.</li>
 </ul>
 <h2 id="http">HTTP</h2>
@@ -964,6 +2125,8 @@
 <p><em>Libraries for programming with hardware.</em></p>
 <ul>
 <li><a href="http://inotool.org/">ino</a> - Command line toolkit for working with <a href="https://www.arduino.cc/">Arduino</a>.</li>
+<li><a href="https://github.com/boppreh/keyboard">keyboard</a> - Hook and simulate global keyboard events on Windows and Linux.</li>
+<li><a href="https://github.com/boppreh/mouse">mouse</a> - Hook and simulate global mouse events on Windows and Linux.</li>
 <li><a href="http://www.pingo.io/">Pingo</a> - Pingo provides a uniform API to program devices like the Raspberry Pi, pcDuino, Intel Galileo, etc.</li>
 <li><a href="http://pyrorobotics.com/">Pyro</a> - Python Robotics.</li>
 <li><a href="https://github.com/SavinaRoja/PyUserInput">PyUserInput</a> - A module for cross-platform control of the mouse and keyboard.</li>
@@ -990,7 +2153,8 @@
 <p><em>Implementations of Python.</em></p>
 <ul>
 <li><a href="https://github.com/metawilm/cl-python">CLPython</a> - Implementation of the Python programming language written in Common Lisp.</li>
-<li><a href="https://github.com/python/cpython">CPython</a> - <strong>Default, most widely used implementation of the Python programming language written in C.</strong> Optimizing Static Compiler for Python. Uses type mixins to compile Python into C or C++ modules resulting in large performance gains.</li>
+<li><a href="https://github.com/python/cpython">CPython</a> - <strong>Default, most widely used implementation of the Python programming language written in C.</strong></li>
+<li><a href="http://cython.org/">Cython</a> - Optimizing Static Compiler for Python. Uses type mixins to compile Python into C or C++ modules resulting in large performance gains</li>
 <li><a href="http://grump.io">Grumpy</a> - More compiler than interpreter as more powerful CPython2.7 replacement (alpha).</li>
 <li><a href="https://github.com/IronLanguages/ironpython3">IronPython</a> - Implementation of the Python programming language written in C# targeting the .NET Framework and Mono.</li>
 <li><a href="https://hg.python.org/jython">Jython</a> - Implementation of Python programming language written in Java for the Java virtual machine (JVM).</li>
@@ -1019,7 +2183,7 @@
 <h2 id="job-scheduler">Job Scheduler</h2>
 <p><em>Libraries for scheduling jobs.</em></p>
 <ul>
-<li><a href="http://apscheduler.readthedocs.io/">APScheduler</a> - A light but powerful in-process task scheduler that lets you schedule functions.</li>
+<li><a href="http://apscheduler.readthedocs.io/en/latest/">APScheduler</a> - A light but powerful in-process task scheduler that lets you schedule functions.</li>
 <li><a href="https://github.com/thauber/django-schedule">django-schedule</a> - A calendaring app for Django.</li>
 <li><a href="http://pydoit.org/">doit</a> - A task runner and build tool.</li>
 <li><a href="https://github.com/gunnery/gunnery">gunnery</a> - Multipurpose task execution tool for distributed systems with web-based interface.</li>
@@ -1027,38 +2191,34 @@
 <li><a href="https://github.com/fengsp/plan">Plan</a> - Writing crontab file in Python like a charm.</li>
 <li><a href="https://github.com/dbader/schedule">schedule</a> - Python job scheduling for humans.</li>
 <li><a href="https://github.com/knipknap/SpiffWorkflow">Spiff</a> - A powerful workflow engine implemented in pure Python.</li>
-<li><a href="http://docs.openstack.org/developer/taskflow/">TaskFlow</a> - A Python library that helps to make task execution easy, consistent and reliable.</li>
+<li><a href="https://docs.openstack.org/developer/taskflow/">TaskFlow</a> - A Python library that helps to make task execution easy, consistent and reliable.</li>
 </ul>
 <h2 id="logging">Logging</h2>
 <p><em>Libraries for generating and working with logs.</em></p>
 <ul>
-<li><a href="https://github.com/ClusterHQ/eliot">Eliot</a> - Logging for complex &amp; distributed systems.</li>
+<li><a href="https://github.com/ScatterHQ/eliot">Eliot</a> - Logging for complex &amp; distributed systems.</li>
 <li><a href="http://logbook.readthedocs.io/en/stable/">logbook</a> - Logging replacement for Python.</li>
 <li><a href="https://docs.python.org/2/library/logging.html">logging</a> - (Python standard library) Logging facility for Python.</li>
-<li><a href="https://github.com/getsentry/raven-python">Raven</a> - The Python client for Sentry.</li>
 <li><a href="https://pypi.python.org/pypi/sentry">Sentry</a> - A realtime logging and aggregation server.</li>
 </ul>
 <h2 id="machine-learning">Machine Learning</h2>
 <p><em>Libraries for Machine Learning. See: <a href="https://github.com/josephmisiti/awesome-machine-learning#python">awesome-machine-learning</a>.</em></p>
 <ul>
-<li><a href="https://github.com/piskvorky/gensim">gensim</a> - Topic Modelling for Humans.</li>
-<li><a href="https://github.com/lyst/lightfm">LightFM</a> - A Python implementation of a number of popular recommendation algorithms.</li>
-<li><a href="http://spark.apache.org/mllib/">MLlib</a> - <a href="http://spark.apache.org/">Apache Spark</a>'s scalable Machine Learning library.</li>
+<li><a href="https://github.com/dmlc/xgboost">Metrics</a> - Machine learning evaluation metrics.</li>
 <li><a href="https://github.com/numenta/nupic">NuPIC</a> - Numenta Platform for Intelligent Computing.</li>
 <li><a href="http://scikit-learn.org/">scikit-learn</a> - The most popular Python library for Machine Learning.</li>
-<li><a href="http://surpriselib.com">surprise</a> - A scikit for building and analyzing recommender systems.</li>
+<li><a href="http://spark.apache.org/docs/latest/ml-guide.html">Spark ML</a> - <a href="http://spark.apache.org/">Apache Spark</a>'s scalable Machine Learning library.</li>
 <li><a href="https://github.com/josephreisinger/vowpal_porpoise">vowpal_porpoise</a> - A lightweight Python wrapper for <a href="https://github.com/JohnLangford/vowpal_wabbit/">Vowpal Wabbit</a>.</li>
 <li><a href="https://github.com/dmlc/xgboost">xgboost</a> - A scalable, portable, and distributed gradient boosting library.</li>
 </ul>
 <h2 id="mapreduce">MapReduce</h2>
 <p><em>Frameworks and libraries for MapReduce.</em></p>
 <ul>
-<li><a href="https://github.com/douban/dpark">dpark</a> - Python clone of Spark, a MapReduce alike framework in Python.</li>
-<li><a href="https://github.com/klbostee/dumbo">dumbo</a> - Python module that allows one to easily write and run Hadoop programs.</li>
+<li><a href="https://pypi.python.org/pypi/pyspark/">PySpark</a> - Apache Spark Python API.</li>
 <li><a href="https://github.com/spotify/luigi">luigi</a> - A module that helps you build complex pipelines of batch jobs.</li>
 <li><a href="https://github.com/Yelp/mrjob">mrjob</a> - Run MapReduce jobs on Hadoop or Amazon Web Services.</li>
-<li><a href="http://spark.apache.org/docs/latest/programming-guide.html">PySpark</a> - The Spark Python API.</li>
 <li><a href="https://github.com/Parsely/streamparse">streamparse</a> - Run Python code against real-time streams of data. Integrates with <a href="http://storm.apache.org/">Apache Storm</a>.</li>
+<li><a href="https://dask.pydata.org/en/latest/">dask</a> - A flexible parallel computing library for analytic computing.</li>
 </ul>
 <h2 id="microsoft-windows">Microsoft Windows</h2>
 <p><em>Python programming on Microsoft Windows.</em></p>
@@ -1072,6 +2232,7 @@
 <h2 id="miscellaneous">Miscellaneous</h2>
 <p><em>Useful libraries or tools that don't fit in the categories above.</em></p>
 <ul>
+<li><a href="https://github.com/python-attrs/attrs">attrs</a> - Replacement for <code>__init__</code>, <code>__eq__</code>, <code>__repr__</code>, etc. boilerplate in class definitions.</li>
 <li><a href="https://github.com/jek/blinker">blinker</a> - A fast Python in-process signal/event dispatching system.</li>
 <li><a href="https://github.com/pallets/itsdangerous">itsdangerous</a> - Various helpers to pass trusted data to untrusted environments.</li>
 <li><a href="https://github.com/mitsuhiko/pluginbase">pluginbase</a> - A simple but flexible plugin system for Python.</li>
@@ -1081,14 +2242,15 @@
 <h2 id="natural-language-processing">Natural Language Processing</h2>
 <p><em>Libraries for working with human languages.</em></p>
 <ul>
+<li><a href="https://github.com/RaRe-Technologies/gensim">gensim</a> - Topic Modelling for Humans.</li>
 <li><a href="https://github.com/fxsjy/jieba">Jieba</a> - Chinese text segmentation.</li>
 <li><a href="https://github.com/saffsd/langid.py">langid.py</a> - Stand-alone language identification system.</li>
 <li><a href="http://www.nltk.org/">NLTK</a> - A leading platform for building Python programs to work with human language data.</li>
 <li><a href="http://www.clips.ua.ac.be/pattern">Pattern</a> - A web mining module for the Python.</li>
+<li><a href="https://github.com/aboSamoor/polyglot">polyglot</a> - Natural language pipeline supporting hundreds of languages.</li>
 <li><a href="https://github.com/isnowfy/snownlp">SnowNLP</a> - A library for processing Chinese text.</li>
 <li><a href="https://spacy.io/">spaCy</a> - A library for industrial-strength natural language processing in Python and Cython.</li>
 <li><a href="https://github.com/sloria/TextBlob">TextBlob</a> - Providing a consistent API for diving into common NLP tasks.</li>
-<li><a href="https://github.com/2shou/TextGrocery">TextGrocery</a> - A simple, efficient short-text classification tool based on LibLinear and Jieba.</li>
 </ul>
 <h2 id="network-virtualization">Network Virtualization</h2>
 <p><em>Tools and libraries for Virtual Networking and SDN (Software Defined Networking).</em></p>
@@ -1107,6 +2269,7 @@
 <li><a href="http://zeromq.github.io/pyzmq/">pyzmq</a> - A Python wrapper for the ZeroMQ message library.</li>
 <li><a href="https://twistedmatrix.com/trac/">Twisted</a> - An event-driven networking engine.</li>
 <li><a href="https://github.com/smira/txZMQ">txZMQ</a> - Twisted based wrapper for the ZeroMQ message library.</li>
+<li><a href="https://github.com/napalm-automation/napalm">NAPALM</a> - Cross-vendor API to manipulate network devices.</li>
 </ul>
 <h2 id="news-feed">News Feed</h2>
 <p><em>Libraries for building user's activities.</em></p>
@@ -1132,15 +2295,15 @@
 </li>
 <li>NoSQL Databases<ul>
 <li><a href="https://github.com/django-nonrel/mongodb-engine">django-mongodb-engine</a> - Django MongoDB Backend.</li>
-<li><a href="https://github.com/mathcamp/flywheel">flywheel</a> - Object mapper for Amazon DynamoDB.</li>
+<li><a href="https://github.com/stevearc/flywheel">flywheel</a> - Object mapper for Amazon DynamoDB.</li>
 <li><a href="https://github.com/stephenmcd/hot-redis">hot-redis</a> - Rich Python data types for Redis.</li>
 <li><a href="http://mongoengine.org/">MongoEngine</a> - A Python Object-Document-Mapper for working with MongoDB.</li>
-<li><a href="https://github.com/jlafon/PynamoDB">PynamoDB</a> - A Pythonic interface for <a href="https://aws.amazon.com/dynamodb/">Amazon DynamoDB</a>.</li>
+<li><a href="https://github.com/pynamodb/PynamoDB">PynamoDB</a> - A Pythonic interface for <a href="https://aws.amazon.com/dynamodb/">Amazon DynamoDB</a>.</li>
 <li><a href="https://github.com/kiddouk/redisco">redisco</a> - A Python Library for Simple Models and Containers Persisted in Redis.</li>
 </ul>
 </li>
 <li>Others<ul>
-<li><a href="https://github.com/Widdershin/butterdb">butterdb</a> - A Python ORM for Google Drive Spreadsheets.</li>
+<li><a href="https://github.com/terrible-ideas/butterdb">butterdb</a> - A Python ORM for Google Drive Spreadsheets.</li>
 <li><a href="https://github.com/pudo/dataset">dataset</a> - A JSON-based database.</li>
 </ul>
 </li>
@@ -1154,7 +2317,7 @@
 </li>
 <li><a href="https://github.com/conda/conda/">conda</a> - Cross-platform, Python-agnostic binary package manager.</li>
 <li><a href="http://clarete.li/curdling/">Curdling</a> - Curdling is a command line tool for managing Python packages.</li>
-<li><a href="https://github.com/nvie/pip-tools">pip-tools</a> - A set of tools to keep your pinned Python dependencies fresh.</li>
+<li><a href="https://github.com/jazzband/pip-tools">pip-tools</a> - A set of tools to keep your pinned Python dependencies fresh.</li>
 <li><a href="http://pythonwheels.com/">wheel</a> - The new standard of Python distribution and are intended to replace eggs.</li>
 </ul>
 <h2 id="package-repositories">Package Repositories</h2>
@@ -1166,7 +2329,7 @@
 </li>
 <li><a href="https://bitbucket.org/pypa/bandersnatch">bandersnatch</a> - PyPI mirroring tool provided by Python Packaging Authority (PyPA).</li>
 <li><a href="http://doc.devpi.net/latest/">devpi</a> - PyPI server and packaging/testing/release tool.</li>
-<li><a href="https://github.com/mvantellingen/localshop">localshop</a> - Local PyPI server (custom packages and auto-mirroring of pypi).</li>
+<li><a href="https://github.com/jazzband/localshop">localshop</a> - Local PyPI server (custom packages and auto-mirroring of pypi).</li>
 </ul>
 <h2 id="permissions">Permissions</h2>
 <p><em>Libraries that allow or deny users access to data or functionality.</em></p>
@@ -1178,8 +2341,8 @@
 <h2 id="processes">Processes</h2>
 <p><em>Libraries for starting and communicating with OS processes.</em></p>
 <ul>
-<li><a href="https://github.com/kennethreitz/envoy">envoy</a> - Python <a href="https://docs.python.org/2/library/subprocess.html">subprocess</a> for Humans™.</li>
-<li><a href="http://sarge.readthedocs.io/">sarge</a> - Yet another wrapper for subprocess.</li>
+<li><a href="https://github.com/kennethreitz/delegator.py">delegator.py</a> - <a href="https://docs.python.org/3.6/library/subprocess.html">Subprocesses</a> for Humans™ 2.0.</li>
+<li><a href="http://sarge.readthedocs.io/en/latest/">sarge</a> - Yet another wrapper for subprocess.</li>
 <li><a href="https://github.com/amoffat/sh">sh</a> - A full-fledged subprocess replacement for Python.</li>
 </ul>
 <h2 id="queue">Queue</h2>
@@ -1191,17 +2354,26 @@
 <li><a href="http://python-rq.org/">rq</a> - Simple job queues for Python.</li>
 <li><a href="https://github.com/rdegges/simpleq">simpleq</a> - A simple, infinitely scalable, Amazon SQS based queue.</li>
 </ul>
+<h2 id="recommender-systems">Recommender Systems</h2>
+<p><em>Libraries for building recommender systems.</em></p>
+<ul>
+<li><a href="https://github.com/spotify/annoy">annoy</a> - Approximate Nearest Neighbors in C++/Python optimized for memory usage.</li>
+<li><a href="https://github.com/ibayer/fastFM">fastFM</a> - A library for Factorization Machines.</li>
+<li><a href="https://github.com/benfred/implicit">implicit</a> - A fast Python implementation of collaborative filtering for implicit datasets.</li>
+<li><a href="https://github.com/guestwalk/libffm">libffm</a> - A library for Field-aware Factorization Machine (FFM).</li>
+<li><a href="https://github.com/lyst/lightfm">LightFM</a> - A Python implementation of a number of popular recommendation algorithms.</li>
+<li><a href="http://surpriselib.com">surprise</a> - A scikit for building and analyzing recommender systems.</li>
+</ul>
 <h2 id="restful-api">RESTful API</h2>
 <p><em>Libraries for developing RESTful APIs.</em></p>
 <ul>
 <li>Django<ul>
-<li><a href="https://github.com/5monkeys/django-formapi">django-formapi</a> - Create JSON APIs with Django's form validation.</li>
 <li><a href="http://www.django-rest-framework.org/">django-rest-framework</a> - A powerful and flexible toolkit to build web APIs.</li>
 <li><a href="http://tastypieapi.org/">django-tastypie</a> - Creating delicious APIs for Django apps.</li>
 </ul>
 </li>
 <li>Flask<ul>
-<li><a href="https://github.com/nicolaiarocci/eve">eve</a> - REST API framework powered by Flask, MongoDB and good intentions.</li>
+<li><a href="https://github.com/pyeve/eve">eve</a> - REST API framework powered by Flask, MongoDB and good intentions.</li>
 <li><a href="https://github.com/marselester/flask-api-utils">flask-api-utils</a> - Taking care of API representation and authentication for Flask.</li>
 <li><a href="http://www.flaskapi.org/">flask-api</a> - Browsable Web APIs for Flask.</li>
 <li><a href="https://github.com/flask-restful/flask-restful">flask-restful</a> - Quickly building REST APIs for Flask.</li>
@@ -1209,7 +2381,7 @@
 </ul>
 </li>
 <li>Pyramid<ul>
-<li><a href="https://github.com/mozilla-services/cornice">cornice</a> - A RESTful framework for Pyramid.</li>
+<li><a href="https://github.com/Cornices/cornice">cornice</a> - A RESTful framework for Pyramid.</li>
 </ul>
 </li>
 <li>Framework agnostic<ul>
@@ -1240,14 +2412,15 @@
 <li><a href="http://nipy.org">NIPY</a> - A collection of neuroimaging toolkits.</li>
 <li><a href="http://www.numpy.org/">NumPy</a> - A fundamental package for scientific computing with Python.</li>
 <li><a href="http://openbabel.org/wiki/Main_Page">Open Babel</a> - A chemical toolbox designed to speak the many languages of chemical data.</li>
-<li><a href="http://obspy.org">ObsPy</a> - A Python toolbox for seismology.</li>
+<li><a href="https://github.com/obspy/obspy/wiki/">ObsPy</a> - A Python toolbox for seismology.</li>
 <li><a href="http://www.pydy.org/">PyDy</a> - Short for Python Dynamics, used to assist with workflow in the modeling of dynamic motion.</li>
 <li><a href="https://github.com/pymc-devs/pymc3">PyMC</a> - Markov Chain Monte Carlo sampling toolkit.</li>
 <li><a href="http://www.rdkit.org/">RDKit</a> - Cheminformatics and Machine Learning Software.</li>
-<li><a href="http://www.scipy.org/">SciPy</a> - A Python-based ecosystem of open-source software for mathematics, science, and engineering.</li>
+<li><a href="https://www.scipy.org/">SciPy</a> - A Python-based ecosystem of open-source software for mathematics, science, and engineering.</li>
 <li><a href="https://github.com/statsmodels/statsmodels">statsmodels</a> - Statistical modeling and econometrics in Python.</li>
 <li><a href="https://github.com/sympy/sympy">SymPy</a> - A Python library for symbolic mathematics.</li>
 <li><a href="https://github.com/quantopian/zipline">Zipline</a> - A Pythonic algorithmic trading library.</li>
+<li><a href="https://bitbucket.org/simpy/simpy">SimPy</a> -  A process-based discrete-event simulation framework.</li>
 </ul>
 <h2 id="search">Search</h2>
 <p><em>Libraries and software for indexing and performing search queries on data.</em></p>
@@ -1255,9 +2428,10 @@
 <li><a href="https://github.com/django-haystack/django-haystack">django-haystack</a> - Modular search for Django.</li>
 <li><a href="https://github.com/elastic/elasticsearch-dsl-py">elasticsearch-dsl-py</a> - The official high-level Python client for Elasticsearch.</li>
 <li><a href="https://www.elastic.co/guide/en/elasticsearch/client/python-api/current/index.html">elasticsearch-py</a> - The official low-level Python client for <a href="https://www.elastic.co/products/elasticsearch">Elasticsearch</a>.</li>
-<li><a href="https://github.com/catholabs/esengine">esengine</a> - ElasticSearch ODM (Object Document Mapper) for Python.</li>
+<li><a href="https://github.com/seek-ai/esengine">esengine</a> - ElasticSearch ODM (Object Document Mapper) for Python.</li>
+<li><a href="https://github.com/django-haystack/pysolr">pysolr</a> - A lightweight Python wrapper for Apache Solr (incl. SolrCloud awareness).</li>
 <li><a href="https://github.com/edsu/solrpy">solrpy</a> - A Python client for <a href="http://lucene.apache.org/solr/">solr</a>.</li>
-<li><a href="http://whoosh.readthedocs.io/">Whoosh</a> - A fast, pure Python search engine library.</li>
+<li><a href="http://whoosh.readthedocs.io/en/latest/">Whoosh</a> - A fast, pure Python search engine library.</li>
 </ul>
 <h2 id="serialization">Serialization</h2>
 <p><em>Libraries for serializing complex data types</em></p>
@@ -1280,13 +2454,13 @@
 </li>
 <li>Office<ul>
 <li><a href="https://github.com/brianray/mm">Marmir</a> - Takes Python data structures and turns them into spreadsheets.</li>
-<li><a href="https://openpyxl.readthedocs.io/">openpyxl</a> - A library for reading and writing Excel 2010 xlsx/xlsm/xltx/xltm files.</li>
+<li><a href="https://openpyxl.readthedocs.io/en/default/">openpyxl</a> - A library for reading and writing Excel 2010 xlsx/xlsm/xltx/xltm files.</li>
 <li><a href="https://github.com/pyexcel/pyexcel">pyexcel</a> - Providing one API for reading, manipulating and writing csv, ods, xls, xlsx and xlsm files.</li>
 <li><a href="https://github.com/python-openxml/python-docx">python-docx</a> - Reads, queries and modifies Microsoft Word 2007/2008 docx files.</li>
 <li><a href="http://relatorio.tryton.org/">relatorio</a> - Templating OpenDocument files.</li>
 <li><a href="https://github.com/dagwieers/unoconv">unoconv</a> - Convert between any document format supported by LibreOffice/OpenOffice.</li>
 <li><a href="https://xlsxwriter.readthedocs.io">XlsxWriter</a> - A Python module for creating Excel .xlsx files.</li>
-<li><a href="http://xlwings.org/">xlwings</a> - A BSD-licensed library that makes it easy to call Python from Excel and vice versa.</li>
+<li><a href="https://www.xlwings.org">xlwings</a> - A BSD-licensed library that makes it easy to call Python from Excel and vice versa.</li>
 <li><a href="https://github.com/python-excel/xlwt">xlwt</a> / <a href="https://github.com/python-excel/xlrd">xlrd</a> - Writing and reading data and formatting information from Excel files.</li>
 </ul>
 </li>
@@ -1317,11 +2491,11 @@
 <h2 id="static-site-generator">Static Site Generator</h2>
 <p><em>Static site generator is a software that takes some text + templates as input and produces HTML files on the output.</em></p>
 <ul>
-<li><a href="https://github.com/koenbok/Cactus/">Cactus</a> - Static site generator for designers.</li>
+<li><a href="https://github.com/eudicots/Cactus">Cactus</a> - Static site generator for designers.</li>
 <li><a href="http://hyde.github.io/">Hyde</a> - Jinja2-based static web site generator.</li>
 <li><a href="https://www.getlektor.com/">Lektor</a> - An easy to use static CMS and blog engine.</li>
 <li><a href="https://www.getnikola.com/">Nikola</a> - A static website and blog generator.</li>
-<li><a href="http://blog.getpelican.com/">Pelican</a> - Uses Markdown or ReST for content and Jinja 2 for themes. Supports DVCS, Disqus. AGPL.</li>
+<li><a href="https://blog.getpelican.com/">Pelican</a> - Uses Markdown or ReST for content and Jinja 2 for themes. Supports DVCS, Disqus. AGPL.</li>
 <li><a href="http://tinkerer.me/">Tinkerer</a> - Tinkerer is a blogging engine/.static website generator powered by Sphinx.</li>
 </ul>
 <h2 id="tagging">Tagging</h2>
@@ -1344,14 +2518,14 @@
 <li><a href="http://nestorsalceda.github.io/mamba/">mamba</a> - The definitive testing tool for Python. Born under the banner of BDD.</li>
 <li><a href="https://github.com/nose-devs/nose">nose</a> - A nicer unittest for Python.</li>
 <li><a href="https://github.com/nose-devs/nose2">nose2</a> - The successor to nose, based on unittest2.</li>
-<li><a href="http://pytest.org/latest/">pytest</a> - A mature full-featured Python testing tool.</li>
+<li><a href="https://docs.pytest.org/latest/">pytest</a> - A mature full-featured Python testing tool.</li>
 <li><a href="https://github.com/robotframework/robotframework">Robot Framework</a> - A generic test automation framework.</li>
 <li><a href="https://docs.python.org/2/library/unittest.html">unittest</a> - (Python standard library) Unit testing framework.</li>
 </ul>
 </li>
 <li>Test Runners<ul>
 <li><a href="https://github.com/CleanCut/green">green</a> - A clean, colorful test runner.</li>
-<li><a href="https://tox.readthedocs.io/">tox</a> - Auto builds and tests distributions in multiple Python versions</li>
+<li><a href="https://tox.readthedocs.io/en/latest/">tox</a> - Auto builds and tests distributions in multiple Python versions</li>
 </ul>
 </li>
 <li>GUI / Web Testing<ul>
@@ -1373,7 +2547,7 @@
 </ul>
 </li>
 <li>Object Factories<ul>
-<li><a href="https://github.com/rbarrois/factory_boy">factory_boy</a> - A test fixtures replacement for Python.</li>
+<li><a href="https://github.com/FactoryBoy/factory_boy">factory_boy</a> - A test fixtures replacement for Python.</li>
 <li><a href="https://github.com/klen/mixer">mixer</a> - Another fixtures replacement. Supported Django, Flask, SQLAlchemy, Peewee and etc.</li>
 <li><a href="https://github.com/vandersonmota/model_mommy">model_mommy</a> - Creating random fixtures for testing in Django.</li>
 </ul>
@@ -1383,7 +2557,7 @@
 </ul>
 </li>
 <li>Fake Data<ul>
-<li><a href="https://github.com/lk-geimfari/church">church</a> - is a Python library that help you generate fake data.</li>
+<li><a href="https://github.com/lk-geimfari/mimesis">mimesis</a> - is a Python library that help you generate fake data.</li>
 <li><a href="https://github.com/emirozer/fake2db">fake2db</a> - Fake database generator.</li>
 <li><a href="https://github.com/joke2k/faker">faker</a> - A Python package that generates fake data.</li>
 <li><a href="https://pypi.python.org/pypi/radar">radar</a> - Generate random datetime / time.</li>
@@ -1405,7 +2579,8 @@
 <li><a href="https://github.com/ztane/python-Levenshtein/">Levenshtein</a> - Fast computation of Levenshtein distance and string similarity.</li>
 <li><a href="https://github.com/vinta/pangu.py">pangu.py</a> - Spacing texts for CJK and alphanumerics.</li>
 <li><a href="https://github.com/pwaller/pyfiglet">pyfiglet</a> - An implementation of figlet written in Python.</li>
-<li><a href="https://github.com/stochastic-technologies/shortuuid">shortuuid</a> - A generator library for concise, unambiguous and URL-safe UUIDs.</li>
+<li><a href="https://github.com/mozillazg/python-pinyin">pypinyin</a> - Convert Chinese hanzi to pinyin.</li>
+<li><a href="https://github.com/skorokithakis/shortuuid">shortuuid</a> - A generator library for concise, unambiguous and URL-safe UUIDs.</li>
 <li><a href="https://pypi.python.org/pypi/Unidecode">unidecode</a> - ASCII transliterations of Unicode text.</li>
 <li><a href="https://github.com/moskytw/uniout">uniout</a> - Print readable chars instead of the escaped string.</li>
 <li><a href="https://github.com/lxneng/xpinyin">xpinyin</a> - A library to translate Chinese hanzi (漢字) to pinyin (拼音).</li>
@@ -1421,7 +2596,7 @@
 <li><a href="https://github.com/daviddrysdale/python-phonenumbers">phonenumbers</a> - Parsing, formatting, storing and validating international phone numbers.</li>
 <li><a href="http://www.dabeaz.com/ply/">PLY</a> - Implementation of lex and yacc parsing tools for Python</li>
 <li><a href="http://pygments.org/">Pygments</a> - A generic syntax highlighter.</li>
-<li><a href="http://pyparsing.wikispaces.com/">pyparsing</a> - A general purpose framework for generating parsers.</li>
+<li><a href="https://session.wikispaces.com/1/auth/auth?authToken=04a694af95b643a06fcf5716ded01a5f3">pyparsing</a> - A general purpose framework for generating parsers.</li>
 <li><a href="https://github.com/derek73/python-nameparser">python-nameparser</a> - Parsing human names into their individual components.</li>
 <li><a href="https://github.com/selwin/python-user-agents">python-user-agents</a> - Browser user agent parser.</li>
 <li><a href="https://github.com/andialbrecht/sqlparse">sqlparse</a> - A non-validating SQL parser.</li>
@@ -1433,7 +2608,7 @@
 <ul>
 <li><a href="https://libcloud.apache.org/">apache-libcloud</a> - One Python library for all clouds.</li>
 <li><a href="https://github.com/boto/boto3">boto3</a> - Python interface to Amazon Web Services.</li>
-<li><a href="https://github.com/sunlightlabs/django-wordpress/">django-wordpress</a> - WordPress models and views for Django.</li>
+<li><a href="https://github.com/istrategylabs/django-wordpress">django-wordpress</a> - WordPress models and views for Django.</li>
 <li><a href="https://github.com/mobolic/facebook-sdk">facebook-sdk</a> - Facebook Platform Python SDK.</li>
 <li><a href="https://github.com/jgorset/facepy">facepy</a> - Facepy makes it really easy to interact with Facebook's Graph API</li>
 <li><a href="https://github.com/charlierguo/gmail">gmail</a> - A Pythonic interface for Gmail.</li>
@@ -1464,10 +2639,10 @@
 <li><a href="https://pypi.python.org/pypi/gunicorn">gunicorn</a> - Pre-forked, partly written in C.</li>
 <li><a href="https://pypi.python.org/pypi/meinheld">meinheld</a> - Asynchronous, partly written in C.</li>
 <li><a href="https://github.com/hivesolutions/netius">netius</a> - Asynchronous, very fast.</li>
-<li><a href="http://pythonpaste.org/">paste</a> - Multi-threaded, stable, tried and tested.</li>
+<li><a href="https://web.archive.org/web/http%3A//pythonpaste.org/">paste</a> - Multi-threaded, stable, tried and tested.</li>
 <li><a href="https://pypi.python.org/pypi/rocket">rocket</a> - Multi-threaded.</li>
-<li><a href="https://uwsgi-docs.readthedocs.io/">uWSGI</a> - A project aims at developing a full stack for building hosting services, written in C.</li>
-<li><a href="https://waitress.readthedocs.io/">waitress</a> - Multi-threaded, powers Pyramid.</li>
+<li><a href="https://uwsgi-docs.readthedocs.io/en/latest/">uWSGI</a> - A project aims at developing a full stack for building hosting services, written in C.</li>
+<li><a href="https://waitress.readthedocs.io/en/latest/">waitress</a> - Multi-threaded, powers Pyramid.</li>
 <li><a href="http://werkzeug.pocoo.org/">Werkzeug</a> - A WSGI utility library for Python that powers Flask and can easily be embedded into your own projects.</li>
 </ul>
 <h2 id="web-content-extracting">Web Content Extracting</h2>
@@ -1496,13 +2671,13 @@
 <li><a href="https://github.com/scrapinghub/portia">portia</a> - Visual scraping for Scrapy.</li>
 <li><a href="https://github.com/binux/pyspider">pyspider</a> - A powerful spider system.</li>
 <li><a href="https://github.com/jmcarp/robobrowser">RoboBrowser</a> - A simple, Pythonic library for browsing the web without a standalone web browser.</li>
-<li><a href="http://scrapy.org/">Scrapy</a> - A fast high-level screen scraping and web crawling framework.</li>
+<li><a href="https://scrapy.org/">Scrapy</a> - A fast high-level screen scraping and web crawling framework.</li>
 </ul>
 <h2 id="web-frameworks">Web Frameworks</h2>
 <p><em>Full stack web frameworks.</em></p>
 <ul>
 <li><a href="http://bottlepy.org/docs/dev/index.html">Bottle</a> - A fast, simple and lightweight WSGI micro web-framework.</li>
-<li><a href="http://www.cherrypy.org/">CherryPy</a> - A minimalist Python web framework, HTTP/1.1-compliant and WSGI thread-pooled.</li>
+<li><a href="http://cherrypy.org/">CherryPy</a> - A minimalist Python web framework, HTTP/1.1-compliant and WSGI thread-pooled.</li>
 <li><a href="https://www.djangoproject.com/">Django</a> - The most popular web framework in Python.<ul>
 <li><a href="https://github.com/rosarior/awesome-django">awesome-django</a></li>
 </ul>
@@ -1511,7 +2686,7 @@
 <li><a href="https://github.com/humiaozuzu/awesome-flask">awesome-flask</a></li>
 </ul>
 </li>
-<li><a href="http://www.pylonsproject.org/">Pyramid</a> - A small, fast, down-to-earth, open source Python web framework.<ul>
+<li><a href="https://pylonsproject.org/">Pyramid</a> - A small, fast, down-to-earth, open source Python web framework.<ul>
 <li><a href="https://github.com/uralbash/awesome-pyramid">awesome-pyramid</a></li>
 </ul>
 </li>
@@ -1539,7 +2714,7 @@
 <li><a href="https://circleci.com/">CircleCI</a> - A CI service that can run very fast parallel testing. (GitHub only)</li>
 <li><a href="https://travis-ci.org">Travis CI</a> - A popular CI service for your open source and <a href="https://travis-ci.com">private</a> projects. (GitHub only)</li>
 <li><a href="https://vexor.io">Vexor CI</a> - A continuous integration tool for private apps with pay-per-minute billing model.</li>
-<li><a href="http://wercker.com/">Wercker</a> - A Docker-based platform for building and deploying applications and microservices.</li>
+<li><a href="http://www.wercker.com/">Wercker</a> - A Docker-based platform for building and deploying applications and microservices.</li>
 </ul>
 <h2 id="code-quality">Code Quality</h2>
 <ul>
@@ -1552,7 +2727,7 @@
 <p>Where to discover new Python libraries.</p>
 <h2 id="podcasts">Podcasts</h2>
 <ul>
-<li><a href="http://podcastinit.com/">Podcast.init</a></li>
+<li><a href="https://podcastinit.com/">Podcast.init</a></li>
 <li><a href="https://talkpython.fm/">Talk Python To Me</a></li>
 <li><a href="https://pythonbytes.fm">Python Bytes</a></li>
 </ul>
@@ -1572,19 +2747,19 @@
 <ul>
 <li><a href="https://www.reddit.com/r/coolgithubprojects/">/r/CoolGithubProjects</a></li>
 <li><a href="https://www.reddit.com/r/python">/r/Python</a></li>
-<li><a href="http://python.libhunt.com">Awesome Python @LibHunt</a></li>
-<li><a href="https://www.djangopackages.com/">Django Packages</a></li>
+<li><a href="https://python.libhunt.com/">Awesome Python @LibHunt</a></li>
+<li><a href="https://djangopackages.org/">Django Packages</a></li>
 <li><a href="https://www.fullstackpython.com/">Full Stack Python</a></li>
 <li><a href="http://pypi-ranking.info/alltime">PyPI Ranking</a></li>
 <li><a href="http://python3wos.appspot.com/">Python 3 Wall of Superpowers</a></li>
-<li><a href="http://pythonhackers.com/open-source/">Python Hackers</a></li>
+<li><a href="http://www.oss.io/open-source/">Python Hackers</a></li>
 <li><a href="https://python.zeef.com/alan.richmond">Python ZEEF</a></li>
-<li><a href="http://python.ctolib.com">Python 开发社区</a></li>
+<li><a href="https://www.ctolib.com/python/">Python 开发社区</a></li>
 <li><a href="https://github.com/trending?l=python">Trending Python repositories on GitHub today</a></li>
 </ul>
 <h2 id="weekly">Weekly</h2>
 <ul>
-<li><a href="http://weekly.codetengu.com/">CodeTengu Weekly</a></li>
+<li><a href="https://weekly.codetengu.com/">CodeTengu Weekly</a></li>
 <li><a href="http://importpython.com/newsletter/">Import Python Newsletter</a></li>
 <li><a href="http://pycoders.com/">Pycoder's Weekly</a></li>
 <li><a href="http://www.pythonweekly.com/">Python Weekly</a></li>
@@ -1608,45 +2783,63 @@
 </ul>
 <h1 id="contributing">Contributing</h1>
 <p>Your contributions are always welcome! Please take a look at the <a href="https://github.com/vinta/awesome-python/blob/master/CONTRIBUTING.md">contribution guidelines</a> first.</p>
-<p>I will keep some pull requests open if I'm not sure whether those libraries are awesome, you could <a href="https://github.com/vinta/awesome-python/pulls">vote for them</a> by adding :+1: to them. Pull requests will be merged when their votes reach <strong>20</strong>.</p></div>
+<p>I will keep some pull requests open if I'm not sure whether those libraries are awesome, you could <a href="https://github.com/vinta/awesome-python/pulls">vote for them</a> by adding :+1: to them. Pull requests will be merged when their votes reach <strong>20</strong>.</p>
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diff --git a/js/base.js b/js/base.js
deleted file mode 100644
index 0e281cea..00000000
--- a/js/base.js
+++ /dev/null
@@ -1,53 +0,0 @@
-/* Search */
-
-function getSearchTerm()
-{
-    var sPageURL = window.location.search.substring(1);
-    var sURLVariables = sPageURL.split('&');
-    for (var i = 0; i < sURLVariables.length; i++)
-    {
-        var sParameterName = sURLVariables[i].split('=');
-        if (sParameterName[0] == 'q') {
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diff --git a/js/bootstrap-3.0.3.min.js b/js/bootstrap-3.0.3.min.js
deleted file mode 100644
index 1a6258ef..00000000
--- a/js/bootstrap-3.0.3.min.js
+++ /dev/null
@@ -1,7 +0,0 @@
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FourierDCT FourierDCTFilter FourierDCTMatrix FourierDST FourierDSTMatrix FourierMatrix FourierParameters FourierSequenceTransform FourierSeries FourierSinCoefficient FourierSinSeries FourierSinTransform FourierTransform FourierTrigSeries FractionalBrownianMotionProcess FractionalPart FractionBox FractionBoxOptions FractionLine Frame FrameBox FrameBoxOptions Framed FrameInset FrameLabel Frameless FrameMargins FrameStyle FrameTicks FrameTicksStyle FRatioDistribution FrechetDistribution FreeQ FrequencySamplingFilterKernel FresnelC FresnelS Friday FrobeniusNumber FrobeniusSolve FromCharacterCode FromCoefficientRules FromContinuedFraction FromDate FromDigits FromDMS Front FrontEndDynamicExpression FrontEndEventActions FrontEndExecute FrontEndObject FrontEndResource FrontEndResourceString FrontEndStackSize FrontEndToken FrontEndTokenExecute FrontEndValueCache FrontEndVersion FrontFaceColor FrontFaceOpacity Full FullAxes FullDefinition FullForm FullGraphics FullOptions FullSimplify Function FunctionExpand FunctionInterpolation FunctionSpace FussellVeselyImportance GaborFilter GaborMatrix GaborWavelet GainMargins GainPhaseMargins Gamma GammaDistribution GammaRegularized GapPenalty Gather GatherBy GaugeFaceElementFunction GaugeFaceStyle GaugeFrameElementFunction GaugeFrameSize GaugeFrameStyle GaugeLabels GaugeMarkers GaugeStyle GaussianFilter GaussianIntegers GaussianMatrix GaussianWindow GCD GegenbauerC General GeneralizedLinearModelFit GenerateConditions GeneratedCell GeneratedParameters GeneratingFunction Generic GenericCylindricalDecomposition GenomeData GenomeLookup GeodesicClosing GeodesicDilation GeodesicErosion GeodesicOpening GeoDestination GeodesyData GeoDirection GeoDistance GeoGridPosition GeometricBrownianMotionProcess GeometricDistribution GeometricMean GeometricMeanFilter GeometricTransformation GeometricTransformation3DBox GeometricTransformation3DBoxOptions GeometricTransformationBox GeometricTransformationBoxOptions GeoPosition GeoPositionENU GeoPositionXYZ GeoProjectionData GestureHandler GestureHandlerTag Get GetBoundingBoxSizePacket GetContext GetEnvironment GetFileName GetFrontEndOptionsDataPacket GetLinebreakInformationPacket GetMenusPacket GetPageBreakInformationPacket Glaisher GlobalClusteringCoefficient GlobalPreferences GlobalSession Glow GoldenRatio GompertzMakehamDistribution GoodmanKruskalGamma GoodmanKruskalGammaTest Goto Grad Gradient GradientFilter GradientOrientationFilter Graph GraphAssortativity GraphCenter GraphComplement GraphData GraphDensity GraphDiameter GraphDifference GraphDisjointUnion GraphDistance GraphDistanceMatrix GraphElementData GraphEmbedding GraphHighlight GraphHighlightStyle GraphHub Graphics Graphics3D Graphics3DBox Graphics3DBoxOptions GraphicsArray GraphicsBaseline GraphicsBox GraphicsBoxOptions GraphicsColor GraphicsColumn GraphicsComplex GraphicsComplex3DBox GraphicsComplex3DBoxOptions GraphicsComplexBox GraphicsComplexBoxOptions GraphicsContents GraphicsData GraphicsGrid GraphicsGridBox GraphicsGroup GraphicsGroup3DBox GraphicsGroup3DBoxOptions GraphicsGroupBox GraphicsGroupBoxOptions GraphicsGrouping GraphicsHighlightColor GraphicsRow GraphicsSpacing GraphicsStyle GraphIntersection GraphLayout GraphLinkEfficiency GraphPeriphery GraphPlot GraphPlot3D GraphPower GraphPropertyDistribution GraphQ GraphRadius GraphReciprocity GraphRoot GraphStyle GraphUnion Gray GrayLevel GreatCircleDistance Greater GreaterEqual GreaterEqualLess GreaterFullEqual GreaterGreater GreaterLess GreaterSlantEqual GreaterTilde Green Grid GridBaseline GridBox GridBoxAlignment GridBoxBackground GridBoxDividers GridBoxFrame GridBoxItemSize GridBoxItemStyle GridBoxOptions GridBoxSpacings GridCreationSettings GridDefaultElement GridElementStyleOptions GridFrame GridFrameMargins GridGraph GridLines GridLinesStyle GroebnerBasis GroupActionBase GroupCentralizer GroupElementFromWord GroupElementPosition GroupElementQ GroupElements GroupElementToWord GroupGenerators GroupMultiplicationTable GroupOrbits GroupOrder GroupPageBreakWithin GroupSetwiseStabilizer GroupStabilizer GroupStabilizerChain Gudermannian GumbelDistribution HaarWavelet HadamardMatrix HalfNormalDistribution HamiltonianGraphQ HammingDistance HammingWindow HankelH1 HankelH2 HankelMatrix HannPoissonWindow HannWindow HaradaNortonGroupHN HararyGraph HarmonicMean HarmonicMeanFilter HarmonicNumber Hash HashTable Haversine HazardFunction Head HeadCompose Heads HeavisideLambda HeavisidePi HeavisideTheta HeldGroupHe HeldPart HelpBrowserLookup HelpBrowserNotebook HelpBrowserSettings HermiteDecomposition HermiteH HermitianMatrixQ HessenbergDecomposition Hessian HexadecimalCharacter Hexahedron HexahedronBox HexahedronBoxOptions HiddenSurface HighlightGraph HighlightImage HighpassFilter HigmanSimsGroupHS HilbertFilter HilbertMatrix Histogram Histogram3D HistogramDistribution HistogramList HistogramTransform HistogramTransformInterpolation HitMissTransform HITSCentrality HodgeDual HoeffdingD HoeffdingDTest Hold HoldAll HoldAllComplete HoldComplete HoldFirst HoldForm HoldPattern HoldRest HolidayCalendar HomeDirectory HomePage Horizontal HorizontalForm HorizontalGauge HorizontalScrollPosition HornerForm HotellingTSquareDistribution HoytDistribution HTMLSave Hue HumpDownHump HumpEqual HurwitzLerchPhi HurwitzZeta HyperbolicDistribution HypercubeGraph HyperexponentialDistribution Hyperfactorial Hypergeometric0F1 Hypergeometric0F1Regularized Hypergeometric1F1 Hypergeometric1F1Regularized Hypergeometric2F1 Hypergeometric2F1Regularized HypergeometricDistribution HypergeometricPFQ HypergeometricPFQRegularized HypergeometricU Hyperlink HyperlinkCreationSettings Hyphenation HyphenationOptions HypoexponentialDistribution HypothesisTestData I Identity IdentityMatrix If IgnoreCase Im Image Image3D Image3DSlices ImageAccumulate ImageAdd ImageAdjust ImageAlign ImageApply ImageAspectRatio ImageAssemble ImageCache ImageCacheValid ImageCapture ImageChannels ImageClip ImageColorSpace ImageCompose ImageConvolve ImageCooccurrence ImageCorners ImageCorrelate ImageCorrespondingPoints ImageCrop ImageData ImageDataPacket ImageDeconvolve ImageDemosaic ImageDifference ImageDimensions ImageDistance ImageEffect ImageFeatureTrack ImageFileApply ImageFileFilter ImageFileScan ImageFilter ImageForestingComponents ImageForwardTransformation ImageHistogram ImageKeypoints ImageLevels ImageLines ImageMargins ImageMarkers ImageMeasurements ImageMultiply ImageOffset ImagePad ImagePadding ImagePartition ImagePeriodogram ImagePerspectiveTransformation ImageQ ImageRangeCache ImageReflect ImageRegion ImageResize ImageResolution ImageRotate ImageRotated ImageScaled ImageScan ImageSize ImageSizeAction ImageSizeCache ImageSizeMultipliers ImageSizeRaw ImageSubtract ImageTake ImageTransformation ImageTrim ImageType ImageValue ImageValuePositions Implies Import ImportAutoReplacements ImportString ImprovementImportance In IncidenceGraph IncidenceList IncidenceMatrix IncludeConstantBasis IncludeFileExtension IncludePods IncludeSingularTerm Increment Indent IndentingNewlineSpacings IndentMaxFraction IndependenceTest IndependentEdgeSetQ IndependentUnit IndependentVertexSetQ Indeterminate IndexCreationOptions Indexed IndexGraph IndexTag Inequality InexactNumberQ InexactNumbers Infinity Infix Information Inherited InheritScope Initialization InitializationCell InitializationCellEvaluation InitializationCellWarning InlineCounterAssignments InlineCounterIncrements InlineRules Inner Inpaint Input InputAliases InputAssumptions InputAutoReplacements InputField InputFieldBox InputFieldBoxOptions InputForm InputGrouping InputNamePacket InputNotebook InputPacket InputSettings InputStream InputString InputStringPacket InputToBoxFormPacket Insert InsertionPointObject InsertResults Inset Inset3DBox Inset3DBoxOptions InsetBox InsetBoxOptions Install InstallService InString Integer IntegerDigits IntegerExponent IntegerLength IntegerPart IntegerPartitions IntegerQ Integers IntegerString Integral Integrate Interactive InteractiveTradingChart Interlaced Interleaving InternallyBalancedDecomposition InterpolatingFunction InterpolatingPolynomial Interpolation InterpolationOrder InterpolationPoints InterpolationPrecision Interpretation InterpretationBox InterpretationBoxOptions InterpretationFunction InterpretTemplate InterquartileRange Interrupt InterruptSettings Intersection Interval IntervalIntersection IntervalMemberQ IntervalUnion Inverse InverseBetaRegularized InverseCDF InverseChiSquareDistribution InverseContinuousWaveletTransform InverseDistanceTransform InverseEllipticNomeQ InverseErf InverseErfc InverseFourier InverseFourierCosTransform InverseFourierSequenceTransform InverseFourierSinTransform InverseFourierTransform InverseFunction InverseFunctions InverseGammaDistribution InverseGammaRegularized InverseGaussianDistribution InverseGudermannian InverseHaversine InverseJacobiCD InverseJacobiCN InverseJacobiCS InverseJacobiDC InverseJacobiDN InverseJacobiDS InverseJacobiNC InverseJacobiND InverseJacobiNS InverseJacobiSC InverseJacobiSD InverseJacobiSN InverseLaplaceTransform InversePermutation InverseRadon InverseSeries InverseSurvivalFunction InverseWaveletTransform InverseWeierstrassP InverseZTransform Invisible InvisibleApplication InvisibleTimes IrreduciblePolynomialQ IsolatingInterval IsomorphicGraphQ IsotopeData Italic Item ItemBox ItemBoxOptions ItemSize ItemStyle ItoProcess JaccardDissimilarity JacobiAmplitude Jacobian JacobiCD JacobiCN JacobiCS JacobiDC JacobiDN JacobiDS JacobiNC JacobiND JacobiNS JacobiP JacobiSC JacobiSD JacobiSN JacobiSymbol JacobiZeta JankoGroupJ1 JankoGroupJ2 JankoGroupJ3 JankoGroupJ4 JarqueBeraALMTest JohnsonDistribution Join Joined JoinedCurve JoinedCurveBox JoinForm JordanDecomposition JordanModelDecomposition K KagiChart KaiserBesselWindow KaiserWindow KalmanEstimator KalmanFilter KarhunenLoeveDecomposition KaryTree KatzCentrality KCoreComponents KDistribution KelvinBei KelvinBer KelvinKei KelvinKer KendallTau KendallTauTest KernelExecute KernelMixtureDistribution KernelObject Kernels Ket Khinchin KirchhoffGraph KirchhoffMatrix KleinInvariantJ KnightTourGraph KnotData KnownUnitQ KolmogorovSmirnovTest KroneckerDelta KroneckerModelDecomposition KroneckerProduct KroneckerSymbol KuiperTest KumaraswamyDistribution Kurtosis KuwaharaFilter Label Labeled LabeledSlider LabelingFunction LabelStyle LaguerreL LambdaComponents LambertW LanczosWindow LandauDistribution Language LanguageCategory LaplaceDistribution LaplaceTransform Laplacian LaplacianFilter LaplacianGaussianFilter Large Larger Last Latitude LatitudeLongitude LatticeData LatticeReduce Launch LaunchKernels LayeredGraphPlot LayerSizeFunction LayoutInformation LCM LeafCount LeapYearQ LeastSquares LeastSquaresFilterKernel Left LeftArrow LeftArrowBar LeftArrowRightArrow LeftDownTeeVector LeftDownVector LeftDownVectorBar LeftRightArrow LeftRightVector LeftTee LeftTeeArrow LeftTeeVector LeftTriangle LeftTriangleBar LeftTriangleEqual LeftUpDownVector LeftUpTeeVector LeftUpVector LeftUpVectorBar LeftVector LeftVectorBar LegendAppearance Legended LegendFunction LegendLabel LegendLayout LegendMargins LegendMarkers LegendMarkerSize LegendreP LegendreQ LegendreType Length LengthWhile LerchPhi Less LessEqual LessEqualGreater LessFullEqual LessGreater LessLess LessSlantEqual LessTilde LetterCharacter LetterQ Level LeveneTest LeviCivitaTensor LevyDistribution Lexicographic LibraryFunction LibraryFunctionError LibraryFunctionInformation LibraryFunctionLoad LibraryFunctionUnload LibraryLoad LibraryUnload LicenseID LiftingFilterData LiftingWaveletTransform LightBlue LightBrown LightCyan Lighter LightGray LightGreen Lighting LightingAngle LightMagenta LightOrange LightPink LightPurple LightRed LightSources LightYellow Likelihood Limit LimitsPositioning LimitsPositioningTokens LindleyDistribution Line Line3DBox LinearFilter LinearFractionalTransform LinearModelFit LinearOffsetFunction LinearProgramming LinearRecurrence LinearSolve LinearSolveFunction LineBox LineBreak LinebreakAdjustments LineBreakChart LineBreakWithin LineColor LineForm LineGraph LineIndent LineIndentMaxFraction LineIntegralConvolutionPlot LineIntegralConvolutionScale LineLegend LineOpacity LineSpacing LineWrapParts LinkActivate LinkClose LinkConnect LinkConnectedQ LinkCreate LinkError LinkFlush LinkFunction LinkHost LinkInterrupt LinkLaunch LinkMode LinkObject LinkOpen LinkOptions LinkPatterns LinkProtocol LinkRead LinkReadHeld LinkReadyQ Links LinkWrite LinkWriteHeld LiouvilleLambda List Listable ListAnimate ListContourPlot ListContourPlot3D ListConvolve ListCorrelate ListCurvePathPlot ListDeconvolve ListDensityPlot Listen ListFourierSequenceTransform ListInterpolation ListLineIntegralConvolutionPlot ListLinePlot ListLogLinearPlot ListLogLogPlot ListLogPlot ListPicker ListPickerBox ListPickerBoxBackground ListPickerBoxOptions ListPlay ListPlot ListPlot3D ListPointPlot3D ListPolarPlot ListQ ListStreamDensityPlot ListStreamPlot ListSurfacePlot3D ListVectorDensityPlot ListVectorPlot ListVectorPlot3D ListZTransform Literal LiteralSearch LocalClusteringCoefficient LocalizeVariables LocationEquivalenceTest LocationTest Locator LocatorAutoCreate LocatorBox LocatorBoxOptions LocatorCentering LocatorPane LocatorPaneBox LocatorPaneBoxOptions LocatorRegion Locked Log Log10 Log2 LogBarnesG LogGamma LogGammaDistribution LogicalExpand LogIntegral LogisticDistribution LogitModelFit LogLikelihood LogLinearPlot LogLogisticDistribution LogLogPlot LogMultinormalDistribution LogNormalDistribution LogPlot LogRankTest LogSeriesDistribution LongEqual Longest LongestAscendingSequence LongestCommonSequence LongestCommonSequencePositions LongestCommonSubsequence LongestCommonSubsequencePositions LongestMatch LongForm Longitude LongLeftArrow LongLeftRightArrow LongRightArrow Loopback LoopFreeGraphQ LowerCaseQ LowerLeftArrow LowerRightArrow LowerTriangularize LowpassFilter LQEstimatorGains LQGRegulator LQOutputRegulatorGains LQRegulatorGains LUBackSubstitution LucasL LuccioSamiComponents LUDecomposition LyapunovSolve LyonsGroupLy MachineID MachineName MachineNumberQ MachinePrecision MacintoshSystemPageSetup Magenta Magnification Magnify MainSolve MaintainDynamicCaches Majority MakeBoxes MakeExpression MakeRules MangoldtLambda ManhattanDistance Manipulate Manipulator MannWhitneyTest MantissaExponent Manual Map MapAll MapAt MapIndexed MAProcess MapThread MarcumQ MardiaCombinedTest MardiaKurtosisTest MardiaSkewnessTest MarginalDistribution MarkovProcessProperties Masking MatchingDissimilarity MatchLocalNameQ MatchLocalNames MatchQ Material MathematicaNotation MathieuC MathieuCharacteristicA MathieuCharacteristicB MathieuCharacteristicExponent MathieuCPrime MathieuGroupM11 MathieuGroupM12 MathieuGroupM22 MathieuGroupM23 MathieuGroupM24 MathieuS MathieuSPrime MathMLForm MathMLText Matrices MatrixExp MatrixForm MatrixFunction MatrixLog MatrixPlot MatrixPower MatrixQ MatrixRank Max MaxBend MaxDetect MaxExtraBandwidths MaxExtraConditions MaxFeatures MaxFilter Maximize MaxIterations MaxMemoryUsed MaxMixtureKernels MaxPlotPoints MaxPoints MaxRecursion MaxStableDistribution MaxStepFraction MaxSteps MaxStepSize MaxValue MaxwellDistribution McLaughlinGroupMcL Mean MeanClusteringCoefficient MeanDegreeConnectivity MeanDeviation MeanFilter MeanGraphDistance MeanNeighborDegree MeanShift MeanShiftFilter Median MedianDeviation MedianFilter Medium MeijerG MeixnerDistribution MemberQ MemoryConstrained MemoryInUse Menu MenuAppearance MenuCommandKey MenuEvaluator MenuItem MenuPacket MenuSortingValue MenuStyle MenuView MergeDifferences Mesh MeshFunctions MeshRange MeshShading MeshStyle Message MessageDialog MessageList MessageName MessageOptions MessagePacket Messages MessagesNotebook MetaCharacters MetaInformation Method MethodOptions MexicanHatWavelet MeyerWavelet Min MinDetect MinFilter MinimalPolynomial MinimalStateSpaceModel Minimize Minors MinRecursion MinSize MinStableDistribution Minus MinusPlus MinValue Missing MissingDataMethod MittagLefflerE MixedRadix MixedRadixQuantity MixtureDistribution Mod Modal Mode Modular ModularLambda Module Modulus MoebiusMu Moment Momentary MomentConvert MomentEvaluate MomentGeneratingFunction Monday Monitor MonomialList MonomialOrder MonsterGroupM MorletWavelet MorphologicalBinarize MorphologicalBranchPoints MorphologicalComponents MorphologicalEulerNumber MorphologicalGraph MorphologicalPerimeter MorphologicalTransform Most MouseAnnotation MouseAppearance MouseAppearanceTag MouseButtons Mouseover MousePointerNote MousePosition MovingAverage MovingMedian MoyalDistribution MultiedgeStyle MultilaunchWarning MultiLetterItalics MultiLetterStyle MultilineFunction Multinomial MultinomialDistribution MultinormalDistribution MultiplicativeOrder Multiplicity Multiselection MultivariateHypergeometricDistribution MultivariatePoissonDistribution MultivariateTDistribution N NakagamiDistribution NameQ Names NamespaceBox Nand NArgMax NArgMin NBernoulliB NCache NDSolve NDSolveValue Nearest NearestFunction NeedCurrentFrontEndPackagePacket NeedCurrentFrontEndSymbolsPacket NeedlemanWunschSimilarity Needs Negative NegativeBinomialDistribution NegativeMultinomialDistribution NeighborhoodGraph Nest NestedGreaterGreater NestedLessLess NestedScriptRules NestList NestWhile NestWhileList NevilleThetaC NevilleThetaD NevilleThetaN NevilleThetaS NewPrimitiveStyle NExpectation Next NextPrime NHoldAll NHoldFirst NHoldRest NicholsGridLines NicholsPlot NIntegrate NMaximize NMaxValue NMinimize NMinValue NominalVariables NonAssociative NoncentralBetaDistribution NoncentralChiSquareDistribution NoncentralFRatioDistribution NoncentralStudentTDistribution NonCommutativeMultiply NonConstants None NonlinearModelFit NonlocalMeansFilter NonNegative NonPositive Nor NorlundB Norm Normal NormalDistribution NormalGrouping Normalize NormalizedSquaredEuclideanDistance NormalsFunction NormFunction Not NotCongruent NotCupCap NotDoubleVerticalBar Notebook NotebookApply NotebookAutoSave NotebookClose NotebookConvertSettings NotebookCreate NotebookCreateReturnObject NotebookDefault NotebookDelete NotebookDirectory NotebookDynamicExpression NotebookEvaluate NotebookEventActions NotebookFileName NotebookFind NotebookFindReturnObject NotebookGet NotebookGetLayoutInformationPacket NotebookGetMisspellingsPacket NotebookInformation NotebookInterfaceObject NotebookLocate NotebookObject NotebookOpen NotebookOpenReturnObject NotebookPath NotebookPrint NotebookPut NotebookPutReturnObject NotebookRead NotebookResetGeneratedCells Notebooks NotebookSave NotebookSaveAs NotebookSelection NotebookSetupLayoutInformationPacket NotebooksMenu NotebookWrite NotElement NotEqualTilde NotExists NotGreater NotGreaterEqual NotGreaterFullEqual NotGreaterGreater NotGreaterLess NotGreaterSlantEqual NotGreaterTilde NotHumpDownHump NotHumpEqual NotLeftTriangle NotLeftTriangleBar NotLeftTriangleEqual NotLess NotLessEqual NotLessFullEqual NotLessGreater NotLessLess NotLessSlantEqual NotLessTilde NotNestedGreaterGreater NotNestedLessLess NotPrecedes NotPrecedesEqual NotPrecedesSlantEqual NotPrecedesTilde NotReverseElement NotRightTriangle NotRightTriangleBar NotRightTriangleEqual NotSquareSubset NotSquareSubsetEqual NotSquareSuperset NotSquareSupersetEqual NotSubset NotSubsetEqual NotSucceeds NotSucceedsEqual NotSucceedsSlantEqual NotSucceedsTilde NotSuperset NotSupersetEqual NotTilde NotTildeEqual NotTildeFullEqual NotTildeTilde NotVerticalBar NProbability NProduct NProductFactors NRoots NSolve NSum NSumTerms Null NullRecords NullSpace NullWords Number NumberFieldClassNumber NumberFieldDiscriminant NumberFieldFundamentalUnits NumberFieldIntegralBasis NumberFieldNormRepresentatives NumberFieldRegulator NumberFieldRootsOfUnity NumberFieldSignature NumberForm NumberFormat NumberMarks NumberMultiplier NumberPadding NumberPoint NumberQ NumberSeparator NumberSigns NumberString Numerator NumericFunction NumericQ NuttallWindow NValues NyquistGridLines NyquistPlot O ObservabilityGramian ObservabilityMatrix ObservableDecomposition ObservableModelQ OddQ Off Offset OLEData On ONanGroupON OneIdentity Opacity Open OpenAppend Opener OpenerBox OpenerBoxOptions OpenerView OpenFunctionInspectorPacket Opening OpenRead OpenSpecialOptions OpenTemporary OpenWrite Operate OperatingSystem OptimumFlowData Optional OptionInspectorSettings OptionQ Options OptionsPacket OptionsPattern OptionValue OptionValueBox OptionValueBoxOptions Or Orange Order OrderDistribution OrderedQ Ordering Orderless OrnsteinUhlenbeckProcess Orthogonalize Out Outer OutputAutoOverwrite OutputControllabilityMatrix OutputControllableModelQ OutputForm OutputFormData OutputGrouping OutputMathEditExpression OutputNamePacket OutputResponse OutputSizeLimit OutputStream Over OverBar OverDot Overflow OverHat Overlaps Overlay OverlayBox OverlayBoxOptions Overscript OverscriptBox OverscriptBoxOptions OverTilde OverVector OwenT OwnValues PackingMethod PaddedForm Padding PadeApproximant PadLeft PadRight PageBreakAbove PageBreakBelow PageBreakWithin PageFooterLines PageFooters PageHeaderLines PageHeaders PageHeight PageRankCentrality PageWidth PairedBarChart PairedHistogram PairedSmoothHistogram PairedTTest PairedZTest PaletteNotebook PalettePath Pane PaneBox PaneBoxOptions Panel PanelBox PanelBoxOptions Paneled PaneSelector PaneSelectorBox PaneSelectorBoxOptions PaperWidth ParabolicCylinderD ParagraphIndent ParagraphSpacing ParallelArray ParallelCombine ParallelDo ParallelEvaluate Parallelization Parallelize ParallelMap ParallelNeeds ParallelProduct ParallelSubmit ParallelSum ParallelTable ParallelTry Parameter ParameterEstimator ParameterMixtureDistribution ParameterVariables ParametricFunction ParametricNDSolve ParametricNDSolveValue ParametricPlot ParametricPlot3D ParentConnect ParentDirectory ParentForm Parenthesize ParentList ParetoDistribution Part PartialCorrelationFunction PartialD ParticleData Partition PartitionsP PartitionsQ ParzenWindow PascalDistribution PassEventsDown PassEventsUp Paste PasteBoxFormInlineCells PasteButton Path PathGraph PathGraphQ Pattern PatternSequence PatternTest PauliMatrix PaulWavelet Pause PausedTime PDF PearsonChiSquareTest PearsonCorrelationTest PearsonDistribution PerformanceGoal PeriodicInterpolation Periodogram PeriodogramArray PermutationCycles PermutationCyclesQ PermutationGroup PermutationLength PermutationList PermutationListQ PermutationMax PermutationMin PermutationOrder PermutationPower PermutationProduct PermutationReplace Permutations PermutationSupport Permute PeronaMalikFilter Perpendicular PERTDistribution PetersenGraph PhaseMargins Pi Pick PIDData PIDDerivativeFilter PIDFeedforward PIDTune Piecewise PiecewiseExpand PieChart PieChart3D PillaiTrace PillaiTraceTest Pink Pivoting PixelConstrained PixelValue PixelValuePositions Placed Placeholder PlaceholderReplace Plain PlanarGraphQ Play PlayRange Plot Plot3D Plot3Matrix PlotDivision PlotJoined PlotLabel PlotLayout PlotLegends PlotMarkers PlotPoints PlotRange PlotRangeClipping PlotRangePadding PlotRegion PlotStyle Plus PlusMinus Pochhammer PodStates PodWidth Point Point3DBox PointBox PointFigureChart PointForm PointLegend PointSize PoissonConsulDistribution PoissonDistribution PoissonProcess PoissonWindow PolarAxes PolarAxesOrigin PolarGridLines PolarPlot PolarTicks PoleZeroMarkers PolyaAeppliDistribution PolyGamma Polygon Polygon3DBox Polygon3DBoxOptions PolygonBox PolygonBoxOptions PolygonHoleScale PolygonIntersections PolygonScale PolyhedronData PolyLog PolynomialExtendedGCD PolynomialForm PolynomialGCD PolynomialLCM PolynomialMod PolynomialQ PolynomialQuotient PolynomialQuotientRemainder PolynomialReduce PolynomialRemainder Polynomials PopupMenu PopupMenuBox PopupMenuBoxOptions PopupView PopupWindow Position Positive PositiveDefiniteMatrixQ PossibleZeroQ Postfix PostScript Power PowerDistribution PowerExpand PowerMod PowerModList PowerSpectralDensity PowersRepresentations PowerSymmetricPolynomial Precedence PrecedenceForm Precedes PrecedesEqual PrecedesSlantEqual PrecedesTilde Precision PrecisionGoal PreDecrement PredictionRoot PreemptProtect PreferencesPath Prefix PreIncrement Prepend PrependTo PreserveImageOptions Previous PriceGraphDistribution PrimaryPlaceholder Prime PrimeNu PrimeOmega PrimePi PrimePowerQ PrimeQ Primes PrimeZetaP PrimitiveRoot PrincipalComponents PrincipalValue Print PrintAction PrintForm PrintingCopies PrintingOptions PrintingPageRange PrintingStartingPageNumber PrintingStyleEnvironment PrintPrecision PrintTemporary Prism PrismBox PrismBoxOptions PrivateCellOptions PrivateEvaluationOptions PrivateFontOptions PrivateFrontEndOptions PrivateNotebookOptions PrivatePaths Probability ProbabilityDistribution ProbabilityPlot ProbabilityPr ProbabilityScalePlot ProbitModelFit ProcessEstimator ProcessParameterAssumptions ProcessParameterQ ProcessStateDomain ProcessTimeDomain Product ProductDistribution ProductLog ProgressIndicator ProgressIndicatorBox ProgressIndicatorBoxOptions Projection Prolog PromptForm Properties Property PropertyList PropertyValue Proportion Proportional Protect Protected ProteinData Pruning PseudoInverse Purple Put PutAppend Pyramid PyramidBox PyramidBoxOptions QBinomial QFactorial QGamma QHypergeometricPFQ QPochhammer QPolyGamma QRDecomposition QuadraticIrrationalQ Quantile QuantilePlot Quantity QuantityForm QuantityMagnitude QuantityQ QuantityUnit Quartics QuartileDeviation Quartiles QuartileSkewness QueueingNetworkProcess QueueingProcess QueueProperties Quiet Quit Quotient QuotientRemainder RadialityCentrality RadicalBox RadicalBoxOptions RadioButton RadioButtonBar RadioButtonBox RadioButtonBoxOptions Radon RamanujanTau RamanujanTauL RamanujanTauTheta RamanujanTauZ Random RandomChoice RandomComplex RandomFunction RandomGraph RandomImage RandomInteger RandomPermutation RandomPrime RandomReal RandomSample RandomSeed RandomVariate RandomWalkProcess Range RangeFilter RangeSpecification RankedMax RankedMin Raster Raster3D Raster3DBox Raster3DBoxOptions RasterArray RasterBox RasterBoxOptions Rasterize RasterSize Rational RationalFunctions Rationalize Rationals Ratios Raw RawArray RawBoxes RawData RawMedium RayleighDistribution Re Read ReadList ReadProtected Real RealBlockDiagonalForm RealDigits RealExponent Reals Reap Record RecordLists RecordSeparators Rectangle RectangleBox RectangleBoxOptions RectangleChart RectangleChart3D RecurrenceFilter RecurrenceTable RecurringDigitsForm Red Reduce RefBox ReferenceLineStyle ReferenceMarkers ReferenceMarkerStyle Refine ReflectionMatrix ReflectionTransform Refresh RefreshRate RegionBinarize RegionFunction RegionPlot RegionPlot3D RegularExpression Regularization Reinstall Release ReleaseHold ReliabilityDistribution ReliefImage ReliefPlot Remove RemoveAlphaChannel RemoveAsynchronousTask Removed RemoveInputStreamMethod RemoveOutputStreamMethod RemoveProperty RemoveScheduledTask RenameDirectory RenameFile RenderAll RenderingOptions RenewalProcess RenkoChart Repeated RepeatedNull RepeatedString Replace ReplaceAll ReplaceHeldPart ReplaceImageValue ReplaceList ReplacePart ReplacePixelValue ReplaceRepeated Resampling Rescale RescalingTransform ResetDirectory ResetMenusPacket ResetScheduledTask Residue Resolve Rest Resultant ResumePacket Return ReturnExpressionPacket ReturnInputFormPacket ReturnPacket ReturnTextPacket Reverse ReverseBiorthogonalSplineWavelet ReverseElement ReverseEquilibrium ReverseGraph ReverseUpEquilibrium RevolutionAxis RevolutionPlot3D RGBColor RiccatiSolve RiceDistribution RidgeFilter RiemannR RiemannSiegelTheta RiemannSiegelZ Riffle Right RightArrow RightArrowBar RightArrowLeftArrow RightCosetRepresentative RightDownTeeVector RightDownVector RightDownVectorBar RightTee RightTeeArrow RightTeeVector RightTriangle RightTriangleBar RightTriangleEqual RightUpDownVector RightUpTeeVector RightUpVector RightUpVectorBar RightVector RightVectorBar RiskAchievementImportance RiskReductionImportance RogersTanimotoDissimilarity Root RootApproximant RootIntervals RootLocusPlot RootMeanSquare RootOfUnityQ RootReduce Roots RootSum Rotate RotateLabel RotateLeft RotateRight RotationAction RotationBox RotationBoxOptions RotationMatrix RotationTransform Round RoundImplies RoundingRadius Row RowAlignments RowBackgrounds RowBox RowHeights RowLines RowMinHeight RowReduce RowsEqual RowSpacings RSolve RudvalisGroupRu Rule RuleCondition RuleDelayed RuleForm RulerUnits Run RunScheduledTask RunThrough RuntimeAttributes RuntimeOptions RussellRaoDissimilarity SameQ SameTest SampleDepth SampledSoundFunction SampledSoundList SampleRate SamplingPeriod SARIMAProcess SARMAProcess SatisfiabilityCount SatisfiabilityInstances SatisfiableQ Saturday Save Saveable SaveAutoDelete SaveDefinitions SawtoothWave Scale Scaled ScaleDivisions ScaledMousePosition ScaleOrigin ScalePadding ScaleRanges ScaleRangeStyle ScalingFunctions ScalingMatrix ScalingTransform Scan ScheduledTaskActiveQ ScheduledTaskData ScheduledTaskObject ScheduledTasks SchurDecomposition ScientificForm ScreenRectangle ScreenStyleEnvironment ScriptBaselineShifts ScriptLevel ScriptMinSize ScriptRules ScriptSizeMultipliers Scrollbars ScrollingOptions ScrollPosition Sec Sech SechDistribution SectionGrouping SectorChart SectorChart3D SectorOrigin SectorSpacing SeedRandom Select Selectable SelectComponents SelectedCells SelectedNotebook Selection SelectionAnimate SelectionCell SelectionCellCreateCell SelectionCellDefaultStyle SelectionCellParentStyle SelectionCreateCell SelectionDebuggerTag SelectionDuplicateCell SelectionEvaluate SelectionEvaluateCreateCell SelectionMove SelectionPlaceholder SelectionSetStyle SelectWithContents SelfLoops SelfLoopStyle SemialgebraicComponentInstances SendMail Sequence SequenceAlignment SequenceForm SequenceHold SequenceLimit Series SeriesCoefficient SeriesData SessionTime Set SetAccuracy SetAlphaChannel SetAttributes Setbacks SetBoxFormNamesPacket SetDelayed SetDirectory SetEnvironment SetEvaluationNotebook SetFileDate SetFileLoadingContext SetNotebookStatusLine SetOptions SetOptionsPacket SetPrecision SetProperty SetSelectedNotebook SetSharedFunction SetSharedVariable SetSpeechParametersPacket SetStreamPosition SetSystemOptions Setter SetterBar SetterBox SetterBoxOptions Setting SetValue Shading Shallow ShannonWavelet ShapiroWilkTest Share Sharpen ShearingMatrix ShearingTransform ShenCastanMatrix Short ShortDownArrow Shortest ShortestMatch ShortestPathFunction ShortLeftArrow ShortRightArrow ShortUpArrow Show ShowAutoStyles ShowCellBracket ShowCellLabel ShowCellTags ShowClosedCellArea ShowContents ShowControls ShowCursorTracker ShowGroupOpenCloseIcon ShowGroupOpener ShowInvisibleCharacters ShowPageBreaks ShowPredictiveInterface ShowSelection ShowShortBoxForm ShowSpecialCharacters ShowStringCharacters ShowSyntaxStyles ShrinkingDelay ShrinkWrapBoundingBox SiegelTheta SiegelTukeyTest Sign Signature SignedRankTest SignificanceLevel SignPadding SignTest SimilarityRules SimpleGraph SimpleGraphQ Simplify Sin Sinc SinghMaddalaDistribution SingleEvaluation SingleLetterItalics SingleLetterStyle SingularValueDecomposition SingularValueList SingularValuePlot SingularValues Sinh SinhIntegral SinIntegral SixJSymbol Skeleton SkeletonTransform SkellamDistribution Skewness SkewNormalDistribution Skip SliceDistribution Slider Slider2D Slider2DBox Slider2DBoxOptions SliderBox SliderBoxOptions SlideView Slot SlotSequence Small SmallCircle Smaller SmithDelayCompensator SmithWatermanSimilarity SmoothDensityHistogram SmoothHistogram SmoothHistogram3D SmoothKernelDistribution SocialMediaData Socket SokalSneathDissimilarity Solve SolveAlways SolveDelayed Sort SortBy Sound SoundAndGraphics SoundNote SoundVolume Sow Space SpaceForm Spacer Spacings Span SpanAdjustments SpanCharacterRounding SpanFromAbove SpanFromBoth SpanFromLeft SpanLineThickness SpanMaxSize SpanMinSize SpanningCharacters SpanSymmetric SparseArray SpatialGraphDistribution Speak SpeakTextPacket SpearmanRankTest SpearmanRho Spectrogram SpectrogramArray Specularity SpellingCorrection SpellingDictionaries SpellingDictionariesPath SpellingOptions SpellingSuggestionsPacket Sphere SphereBox SphericalBesselJ SphericalBesselY SphericalHankelH1 SphericalHankelH2 SphericalHarmonicY SphericalPlot3D SphericalRegion SpheroidalEigenvalue SpheroidalJoiningFactor SpheroidalPS SpheroidalPSPrime SpheroidalQS SpheroidalQSPrime SpheroidalRadialFactor SpheroidalS1 SpheroidalS1Prime SpheroidalS2 SpheroidalS2Prime Splice SplicedDistribution SplineClosed SplineDegree SplineKnots SplineWeights Split SplitBy SpokenString Sqrt SqrtBox SqrtBoxOptions Square SquaredEuclideanDistance SquareFreeQ SquareIntersection SquaresR SquareSubset SquareSubsetEqual SquareSuperset SquareSupersetEqual SquareUnion SquareWave StabilityMargins StabilityMarginsStyle StableDistribution Stack StackBegin StackComplete StackInhibit StandardDeviation StandardDeviationFilter StandardForm Standardize StandbyDistribution Star StarGraph StartAsynchronousTask StartingStepSize StartOfLine StartOfString StartScheduledTask StartupSound StateDimensions StateFeedbackGains StateOutputEstimator StateResponse StateSpaceModel StateSpaceRealization StateSpaceTransform StationaryDistribution StationaryWaveletPacketTransform StationaryWaveletTransform StatusArea StatusCentrality StepMonitor StieltjesGamma StirlingS1 StirlingS2 StopAsynchronousTask StopScheduledTask StrataVariables StratonovichProcess StreamColorFunction StreamColorFunctionScaling StreamDensityPlot StreamPlot StreamPoints StreamPosition Streams StreamScale StreamStyle String StringBreak StringByteCount StringCases StringCount StringDrop StringExpression StringForm StringFormat StringFreeQ StringInsert StringJoin StringLength StringMatchQ StringPosition StringQ StringReplace StringReplaceList StringReplacePart StringReverse StringRotateLeft StringRotateRight StringSkeleton StringSplit StringTake StringToStream StringTrim StripBoxes StripOnInput StripWrapperBoxes StrokeForm StructuralImportance StructuredArray StructuredSelection StruveH StruveL Stub StudentTDistribution Style StyleBox StyleBoxAutoDelete StyleBoxOptions StyleData StyleDefinitions StyleForm StyleKeyMapping StyleMenuListing StyleNameDialogSettings StyleNames StylePrint StyleSheetPath Subfactorial Subgraph SubMinus SubPlus SubresultantPolynomialRemainders SubresultantPolynomials Subresultants Subscript SubscriptBox SubscriptBoxOptions Subscripted Subset SubsetEqual Subsets SubStar Subsuperscript SubsuperscriptBox SubsuperscriptBoxOptions Subtract SubtractFrom SubValues Succeeds SucceedsEqual SucceedsSlantEqual SucceedsTilde SuchThat Sum SumConvergence Sunday SuperDagger SuperMinus SuperPlus Superscript SuperscriptBox SuperscriptBoxOptions Superset SupersetEqual SuperStar Surd SurdForm SurfaceColor SurfaceGraphics SurvivalDistribution SurvivalFunction SurvivalModel SurvivalModelFit SuspendPacket SuzukiDistribution SuzukiGroupSuz SwatchLegend Switch Symbol SymbolName SymletWavelet Symmetric SymmetricGroup SymmetricMatrixQ SymmetricPolynomial SymmetricReduction Symmetrize SymmetrizedArray SymmetrizedArrayRules SymmetrizedDependentComponents SymmetrizedIndependentComponents SymmetrizedReplacePart SynchronousInitialization SynchronousUpdating Syntax SyntaxForm SyntaxInformation SyntaxLength SyntaxPacket SyntaxQ SystemDialogInput SystemException SystemHelpPath SystemInformation SystemInformationData SystemOpen SystemOptions SystemsModelDelay SystemsModelDelayApproximate SystemsModelDelete SystemsModelDimensions SystemsModelExtract SystemsModelFeedbackConnect SystemsModelLabels SystemsModelOrder SystemsModelParallelConnect SystemsModelSeriesConnect SystemsModelStateFeedbackConnect SystemStub Tab TabFilling Table TableAlignments TableDepth TableDirections TableForm TableHeadings TableSpacing TableView TableViewBox TabSpacings TabView TabViewBox TabViewBoxOptions TagBox TagBoxNote TagBoxOptions TaggingRules TagSet TagSetDelayed TagStyle TagUnset Take TakeWhile Tally Tan Tanh TargetFunctions TargetUnits TautologyQ TelegraphProcess TemplateBox TemplateBoxOptions TemplateSlotSequence TemporalData Temporary TemporaryVariable TensorContract TensorDimensions TensorExpand TensorProduct TensorQ TensorRank TensorReduce TensorSymmetry TensorTranspose TensorWedge Tetrahedron TetrahedronBox TetrahedronBoxOptions TeXForm TeXSave Text Text3DBox Text3DBoxOptions TextAlignment TextBand TextBoundingBox TextBox TextCell TextClipboardType TextData TextForm TextJustification TextLine TextPacket TextParagraph TextRecognize TextRendering TextStyle Texture TextureCoordinateFunction TextureCoordinateScaling Therefore ThermometerGauge Thick Thickness Thin Thinning ThisLink ThompsonGroupTh Thread ThreeJSymbol Threshold Through Throw Thumbnail Thursday Ticks TicksStyle Tilde TildeEqual TildeFullEqual TildeTilde TimeConstrained TimeConstraint Times TimesBy TimeSeriesForecast TimeSeriesInvertibility TimeUsed TimeValue TimeZone Timing Tiny 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diff --git a/mkdocs/search_index.json b/mkdocs/search_index.json
index ac4196a1..529dbfca 100644
--- a/mkdocs/search_index.json
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@@ -2,12 +2,12 @@
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-            "text": "Awesome Python \n\n\nA curated list of awesome Python frameworks, libraries, software and resources.\n\n\nInspired by \nawesome-php\n.\n\n\n\n\nAwesome Python\n\n\nAdmin Panels\n\n\nAlgorithms and Design Patterns\n\n\nAnti-spam\n\n\nAsset Management\n\n\nAudio\n\n\nAuthentication\n\n\nBuild Tools\n\n\nCaching\n\n\nChatOps Tools\n\n\nCMS\n\n\nCode Analysis and Linter\n\n\nCommand-line Tools\n\n\nCompatibility\n\n\nComputer Vision\n\n\nConcurrency and Parallelism\n\n\nConfiguration\n\n\nCryptography\n\n\nData Analysis\n\n\nData Validation\n\n\nData Visualization\n\n\nDatabase Drivers\n\n\nDatabase\n\n\nDate and Time\n\n\nDebugging Tools\n\n\nDeep Learning\n\n\nDevOps Tools\n\n\nDistribution\n\n\nDocumentation\n\n\nDownloader\n\n\nE-commerce\n\n\nEditor Plugins and IDEs\n\n\nEmail\n\n\nEnvironment Management\n\n\nFiles\n\n\nForeign Function Interface\n\n\nForms\n\n\nFunctional Programming\n\n\nGame Development\n\n\nGeolocation\n\n\nGUI\n\n\nHardware\n\n\nHTML Manipulation\n\n\nHTTP\n\n\nImagery\n\n\nImplementations\n\n\nInteractive Interpreter\n\n\nInternationalization\n\n\nJob Scheduler\n\n\nLogging\n\n\nMachine Learning\n\n\nMapReduce\n\n\nMiscellaneous\n\n\nNatural Language Processing\n\n\nNetwork Virtualization\n\n\nNetworking\n\n\nNews Feed\n\n\nORM\n\n\nPackage Management\n\n\nPackage Repositories\n\n\nPermissions\n\n\nProcesses\n\n\nQueue\n\n\nRESTful API\n\n\nRPC Servers\n\n\nScience\n\n\nSearch\n\n\nSerialization\n\n\nServerless Frameworks\n\n\nSpecific Formats Processing\n\n\nStatic Site Generator\n\n\nTagging\n\n\nTemplate Engine\n\n\nTesting\n\n\nText Processing\n\n\nThird-party APIs\n\n\nURL Manipulation\n\n\nVideo\n\n\nWeb Content Extracting\n\n\nWeb Crawling\n\n\nWeb Frameworks\n\n\nWebSocket\n\n\nWSGI Servers\n\n\n\n\n\n\nServices\n\n\nCode Quality\n\n\nContinuous Integration\n\n\n\n\n\n\nResources\n\n\nPodcasts\n\n\nTwitter\n\n\nWebsites\n\n\nWeekly\n\n\n\n\n\n\nOther Awesome Lists\n\n\nContributing\n\n\n\n\n\n\nAdmin Panels\n\n\nLibraries for administrative interfaces.\n\n\n\n\nAjenti\n - The admin panel your servers deserve.\n\n\ndjango-suit\n - Alternative Django Admin-Interface (free only for Non-commercial use).\n\n\ndjango-xadmin\n - Drop-in replacement of Django admin comes with lots of goodies.\n\n\nflask-admin\n - Simple and extensible administrative interface framework for Flask.\n\n\nflower\n - Real-time monitor and web admin for Celery.\n\n\nGrappelli\n - A jazzy skin for the Django Admin-Interface.\n\n\nWooey\n - A Django app which creates automatic web UIs for Python scripts.\n\n\n\n\nAlgorithms and Design Patterns\n\n\nPython implementation of algorithms and design patterns.\n\n\n\n\nalgorithms\n - A module of algorithms for Python.\n\n\nPyPattyrn\n - A simple yet effective library for implementing common design patterns.\n\n\npython-patterns\n - A collection of design patterns in Python.\n\n\nsortedcontainers\n - Fast, pure-Python implementation of SortedList, SortedDict, and SortedSet types.\n\n\n\n\nAnti-spam\n\n\nLibraries for fighting spam.\n\n\n\n\ndjango-simple-captcha\n - A simple and highly customizable Django app to add captcha images to any Django form.\n\n\ndjango-simple-spam-blocker\n - Simple spam blocker for Django.\n\n\n\n\nAsset Management\n\n\nTools for managing, compressing and minifying website assets.\n\n\n\n\ndjango-compressor\n - Compresses linked and inline JavaScript or CSS into a single cached file.\n\n\ndjango-pipeline\n - An asset packaging library for Django.\n\n\ndjango-storages\n - A collection of custom storage back ends for Django.\n\n\nfanstatic\n - Packages, optimizes, and serves static file dependencies as Python packages.\n\n\nfileconveyor\n - A daemon to detect and sync files to CDNs, S3 and FTP.\n\n\nflask-assets\n - Helps you integrate webassets into your Flask app.\n\n\njinja-assets-compressor\n - A Jinja extension to compile and compress your assets.\n\n\nwebassets\n - Bundles, optimizes, and manages unique cache-busting URLs for static resources.\n\n\n\n\nAudio\n\n\nLibraries for manipulating audio.\n\n\n\n\naudiolazy\n - Expressive Digital Signal Processing (DSP) package for Python.\n\n\naudioread\n - Cross-library (GStreamer + Core Audio + MAD + FFmpeg) audio decoding.\n\n\nbeets\n - A music library manager and \nMusicBrainz\n tagger.\n\n\ndejavu\n - Audio fingerprinting and recognition.\n\n\ndjango-elastic-transcoder\n - Django + \nAmazon Elastic Transcoder\n.\n\n\neyeD3\n - A tool for working with audio files, specifically MP3 files containing ID3 metadata.\n\n\nid3reader\n - A Python module for reading MP3 meta data.\n\n\nm3u8\n - A module for parsing m3u8 file.\n\n\nmingus\n - An advanced music theory and notation package with MIDI file and playback support.\n\n\nmutagen\n - A Python module to handle audio metadata.\n\n\npyAudioAnalysis\n - Python Audio Analysis Library: Feature Extraction, Classification, Segmentation and Applications\n\n\npydub\n - Manipulate audio with a simple and easy high level interface.\n\n\npyechonest\n - Python client for the \nEcho Nest\n API.\n\n\ntalkbox\n - A Python library for speech/signal processing.\n\n\nTimeSide\n - Open web audio processing framework.\n\n\ntinytag\n - A library for reading music meta data of MP3, OGG, FLAC and Wave files.\n\n\n\n\nAuthentication\n\n\nLibraries for implementing authentications schemes.\n\n\n\n\nOAuth\n\n\nAuthomatic\n - Simple but powerful framework agnostic authentication/authorization client.\n\n\ndjango-allauth\n - Authentication app for Django that \"just works.\"\n\n\ndjango-oauth-toolkit\n - OAuth 2 goodies for Django.\n\n\nFlask-OAuthlib\n - OAuth 1.0/a, 2.0 implementation of client and provider for Flask.\n\n\nOAuthLib\n - A generic and thorough implementation of the OAuth request-signing logic.\n\n\npython-oauth2\n - A fully tested, abstract interface to creating OAuth clients and servers.\n\n\npython-social-auth\n - An easy-to-setup social authentication mechanism.\n\n\nrauth\n - A Python library for OAuth 1.0/a, 2.0, and Ofly.\n\n\nsanction\n - A dead simple OAuth2 client implementation.\n\n\n\n\n\n\nOthers\n\n\njose\n - JavaScript Object Signing and Encryption draft implementation.\n\n\nPyJWT\n - Implementation of the JSON Web Token draft 01.\n\n\npython-jws\n - Implementation of JSON Web Signatures draft 02.\n\n\npython-jwt\n - Module for generating and verifying JSON Web Tokens.\n\n\n\n\n\n\n\n\nBuild Tools\n\n\nCompile software from source code.\n\n\n\n\nBitBake\n - A make-like build tool for embedded Linux.\n\n\nbuildout\n - A build system for creating, assembling and deploying applications from multiple parts.\n\n\nPlatformIO\n - A console tool to build code with different development platforms.\n\n\nPyBuilder\n - A continuous build tool written in pure Python.\n\n\nSCons\n - A software construction tool.\n\n\n\n\nCMS\n\n\nContent Management Systems.\n\n\n\n\ndjango-cms\n - An Open source enterprise CMS based on the Django.\n\n\ndjedi-cms\n - A lightweight but yet powerful Django CMS with plugins, inline editing and performance in mind.\n\n\nFeinCMS\n - One of the most advanced Content Management Systems built on Django.\n\n\nKotti\n - A high-level, Pythonic web application framework built on Pyramid.\n\n\nMezzanine\n - A powerful, consistent, and flexible content management platform.\n\n\nOpps\n - A Django-based CMS for magazines, newspapers websites and portals with high-traffic.\n\n\nPlone\n - A CMS built on top of the open source application server Zope.\n\n\nQuokka\n - Flexible, extensible, small CMS powered by Flask and MongoDB.\n\n\nWagtail\n - A Django content management system.\n\n\nWidgy\n - Last CMS framework, based on Django.\n\n\n\n\nCaching\n\n\nLibraries for caching data.\n\n\n\n\nBeaker\n - A library for caching and sessions for use with web applications and stand-alone Python scripts and applications.\n\n\nDiskCache\n - SQLite and file backed cache backend with faster lookups than memcached and redis.\n\n\ndjango-cache-machine\n - Automatic caching and invalidation for Django models.\n\n\ndjango-cacheops\n - A slick ORM cache with automatic granular event-driven invalidation.\n\n\ndjango-viewlet\n - Render template parts with extended cache control.\n\n\ndogpile.cache\n - dogpile.cache is next generation replacement for Beaker made by same authors.\n\n\nHermesCache\n - Python caching library with tag-based invalidation and dogpile effect prevention.\n\n\njohnny-cache\n - A caching framework for django applications.\n\n\npylibmc\n - A Python wrapper around the \nlibmemcached\n interface.\n\n\n\n\nChatOps Tools\n\n\nLibraries for chatbot development.\n\n\n\n\nErrbot\n - The easiest and most popular chatbot to implement ChatOps.\n\n\n\n\nCode Analysis and Linter\n\n\nLibraries and tools for analysing, parsing and manipulation codebases.\n\n\n\n\nCode Analysis\n\n\ncoala\n - Language independent and easily extendable code analysis application.\n\n\ncode2flow\n - Turn your Python and JavaScript code into DOT flowcharts.\n\n\npycallgraph\n - A library that visualises the flow (call graph) of your Python application.\n\n\npysonar2\n - A type inferencer and indexer for Python.\n\n\n\n\n\n\nLinter\n\n\nFlake8\n - The modular source code checker: pep8, pyflakes and co.\n\n\npylama\n - Code audit tool for Python and JavaScript.\n\n\nPylint\n - A Fully customizable source code analyzer.\n\n\n\n\n\n\n\n\nCommand-line Tools\n\n\nLibraries for building command-line application.\n\n\n\n\nCommand-line Application Development\n\n\nasciimatics\n - Cross-platform, full-screen terminal package (i.e.  mouse/keyboard input and coloured, positioned text output) complete with high-level API for complex animations and special effects.\n\n\ncement\n - CLI Application Framework for Python.\n\n\nclick\n - A package for creating beautiful command line interfaces in a composable way.\n\n\ncliff\n - A framework for creating command-line programs with multi-level commands.\n\n\nclint\n - Python Command-line Application Tools.\n\n\ncolorama\n - Cross-platform colored terminal text.\n\n\ndocopt\n - Pythonic command line arguments parser.\n\n\nGooey\n - Turn command line programs into a full GUI application with one line\n\n\nPython-Fire\n - A library for creating command line interfaces (CLIs) from absolutely any Python object.\n\n\npython-prompt-toolkit\n - A Library for building powerful interactive command lines.\n\n\n\n\n\n\nProductivity Tools\n\n\naws-cli\n - A universal command-line interface for Amazon Web Services.\n\n\nbashplotlib\n - Making basic plots in the terminal.\n\n\ncaniusepython3\n - Determine what projects are blocking you from porting to Python 3.\n\n\ncookiecutter\n - A command-line utility that creates projects from cookiecutters (project templates).\n\n\ndoitlive\n - A tool for live presentations in the terminal.\n\n\nhowdoi\n - Instant coding answers via the command line.\n\n\nhttpie\n - A command line HTTP client, a user-friendly cURL replacement.\n\n\nmycli\n - A Terminal Client for MySQL with AutoCompletion and Syntax Highlighting.\n\n\nPathPicker\n - Select files out of bash output.\n\n\npercol\n - Adds flavor of interactive selection to the traditional pipe concept on UNIX.\n\n\npgcli\n - Postgres CLI with autocompletion and syntax highlighting.\n\n\nSAWS\n - A Supercharged AWS CLI.\n\n\nthefuck\n - Correcting your previous console command.\n\n\ntry\n - A dead simple CLI to try out python packages - It's never been easier.\n\n\n\n\n\n\n\n\nCompatibility\n\n\nLibraries for migrating from Python 2 to 3.\n\n\n\n\nPython-Future\n - The missing compatibility layer between Python 2 and Python 3.\n\n\nPython-Modernize\n - Modernizes Python code for eventual Python 3 migration.\n\n\nSix\n - Python 2 and 3 compatibility utilities.\n\n\n\n\nComputer Vision\n\n\nLibraries for computer vision.\n\n\n\n\nOpenCV\n - Open Source Computer Vision Library.\n\n\npyocr\n - A wrapper for Tesseract and Cuneiform.\n\n\npytesseract\n - Another wrapper for \nGoogle Tesseract OCR\n.\n\n\nSimpleCV\n - An open source framework for building computer vision applications.\n\n\n\n\nConcurrency and Parallelism\n\n\nLibraries for concurrent and parallel execution.\n\n\n\n\neventlet\n - Asynchronous framework with WSGI support.\n\n\ngevent\n - A coroutine-based Python networking library that uses \ngreenlet\n.\n\n\nmultiprocessing\n - (Python standard library) Process-based \"threading\" interface.\n\n\nthreading\n - (Python standard library) Higher-level threading interface.\n\n\nTomorrow\n - Magic decorator syntax for asynchronous code.\n\n\nuvloop\n - Ultra fast implementation of asyncio event loop on top of libuv.\n\n\n\n\nConfiguration\n\n\nLibraries for storing and parsing configuration options.\n\n\n\n\nconfig\n - Hierarchical config from the author of \nlogging\n.\n\n\nConfigObj\n - INI file parser with validation.\n\n\nConfigParser\n - (Python standard library) INI file parser.\n\n\nprofig\n - Config from multiple formats with value conversion.\n\n\npython-decouple\n - Strict separation of settings from code.\n\n\n\n\nCryptography\n\n\n\n\ncryptography\n - A package designed to expose cryptographic primitives and recipes to Python developers.\n\n\nhashids\n - Implementation of \nhashids\n in Python.\n\n\nParamiko\n - A Python (2.6+, 3.3+) implementation of the SSHv2 protocol, providing both client and server functionality.\n\n\nPasslib\n - Secure password storage/hashing library, very high level.\n\n\nPyNacl\n - Python binding to the Networking and Cryptography (NaCl) library.\n\n\n\n\nData Analysis\n\n\nLibraries for data analyzing.\n\n\n\n\nBlaze\n - NumPy and Pandas interface to Big Data.\n\n\nOpen Mining\n - Business Intelligence (BI) in Pandas interface.\n\n\nOrange\n - Data mining, data visualization, analysis and machine learning through visual programming or scripts.\n\n\nPandas\n - A library providing high-performance, easy-to-use data structures and data analysis tools.\n\n\n\n\nData Validation\n\n\nLibraries for validating data. Used for forms in many cases.\n\n\n\n\nCerberus\n - A lightweight and extensible data validation library.\n\n\ncolander\n - Validating and deserializing data obtained via XML, JSON, an HTML form post.\n\n\njsonschema\n - An implementation of \nJSON Schema\n for Python.\n\n\nschema\n - A library for validating Python data structures.\n\n\nSchematics\n - Data Structure Validation.\n\n\nvalideer\n - Lightweight extensible data validation and adaptation library.\n\n\nvoluptuous\n - A Python data validation library.\n\n\n\n\nData Visualization\n\n\nLibraries for visualizing data. See: \nawesome-javascript\n.\n\n\n\n\nAltair\n - Declarative statistical visualization library for Python.\n\n\nBokeh\n - Interactive Web Plotting for Python.\n\n\nggplot\n - Same API as ggplot2 for R.\n\n\nMatplotlib\n - A Python 2D plotting library.\n\n\nPygal\n - A Python SVG Charts Creator.\n\n\nPyGraphviz\n - Python interface to \nGraphviz\n.\n\n\nPyQtGraph\n - Interactive and realtime 2D/3D/Image plotting and science/engineering widgets.\n\n\nSeaborn\n - Statistical data visualization using Matplotlib.\n\n\nVisPy\n - High-performance scientific visualization based on OpenGL.\n\n\n\n\nDatabase\n\n\nDatabases implemented in Python.\n\n\n\n\npickleDB\n - A simple and lightweight key-value store for Python.\n\n\nPipelineDB\n - The Streaming SQL Database.\n\n\nTinyDB\n - A tiny, document-oriented database.\n\n\nZODB\n - A native object database for Python. A key-value and object graph database.\n\n\n\n\nDatabase Drivers\n\n\nLibraries for connecting and operating databases.\n\n\n\n\nMySQL - \nawesome-mysql\n\n\nmysql-python\n - The MySQL database connector for Python.\n\n\nmysqlclient\n - mysql-python fork supporting Python 3.\n\n\noursql\n - A better MySQL connector with support for native prepared statements and BLOBs.\n\n\nPyMySQL\n - Pure Python MySQL driver compatible to mysql-python.\n\n\n\n\n\n\nPostgreSQL\n\n\npsycopg2\n - The most popular PostgreSQL adapter for Python.\n\n\nqueries\n - A wrapper of the psycopg2 library for interacting with PostgreSQL.\n\n\ntxpostgres\n - Twisted based asynchronous driver for PostgreSQL.\n\n\n\n\n\n\nOther Relational Databases\n\n\napsw\n - Another Python SQLite wrapper.\n\n\ndataset\n - Store Python dicts in a database - works with SQLite, MySQL, and PostgreSQL.\n\n\npymssql\n - A simple database interface to Microsoft SQL Server.\n\n\n\n\n\n\nNoSQL Databases\n\n\ncassandra-python-driver\n - Python driver for Cassandra.\n\n\nHappyBase\n - A developer-friendly library for Apache HBase.\n\n\nPlyvel\n - A fast and feature-rich Python interface to LevelDB.\n\n\npy2neo\n - Python wrapper client for Neo4j's restful interface.\n\n\npycassa\n - Python Thrift driver for Cassandra.\n\n\nPyMongo\n - The official Python client for MongoDB.\n\n\nredis-py\n - The Redis Python Client.\n\n\ntelephus\n - Twisted based client for Cassandra.\n\n\ntxRedis\n - Twisted based client for Redis.\n\n\n\n\n\n\n\n\nDate and Time\n\n\nLibraries for working with dates and times.\n\n\n\n\narrow\n - Better dates & times for Python.\n\n\nChronyk\n - A Python 3 library for parsing human-written times and dates.\n\n\ndateutil\n - Extensions to the standard Python \ndatetime\n module.\n\n\ndelorean\n - A library for clearing up the inconvenient truths that arise dealing with datetimes.\n\n\nmoment\n - A Python library for dealing with dates/times. Inspired by \nMoment.js\n.\n\n\nPendulum\n - Python datetimes made easy.\n\n\nPyTime\n - A easy-use Python module which aims to operate date/time/datetime by string.\n\n\npytz\n - World timezone definitions, modern and historical. Brings the \ntz database\n into Python.\n\n\nwhen.py\n - Providing user-friendly functions to help perform common date and time actions.\n\n\n\n\nDebugging Tools\n\n\nLibraries for debugging code.\n\n\n\n\npdb-like Debugger\n\n\nipdb\n - IPython-enabled \npdb\n.\n\n\npdb++\n - Another drop-in replacement for pdb.\n\n\npudb\n - A full-screen, console-based Python debugger.\n\n\nremote-pdb\n - Remote vanilla PDB (over TCP sockets).\n\n\nwdb\n - An improbable web debugger through WebSockets.\n\n\n\n\n\n\nProfiler\n\n\nline_profiler\n - Line-by-line profiling.\n\n\nmemory_profiler\n - Monitor Memory usage of Python code.\n\n\nprofiling\n - An interactive Python profiler.\n\n\nvprof\n - Visual Python profiler.\n\n\n\n\n\n\nOthers\n\n\ndjango-debug-toolbar\n - Display various debug information for Django.\n\n\ndjango-devserver\n - A drop-in replacement for Django's runserver.\n\n\nflask-debugtoolbar\n - A port of the django-debug-toolbar to flask.\n\n\nhunter\n - Hunter is a flexible code tracing toolkit.\n\n\nlptrace\n - \nstrace\n for Python programs.\n\n\nmanhole\n - Debug service that will accept unix domain socket connections and present the stacktraces for all threads and an interactive prompt.\n\n\npyelftools\n - Parsing and analyzing ELF files and DWARF debugging information.\n\n\npyringe\n - Debugger capable of attaching to and injecting code into Python processes.\n\n\n\n\n\n\n\n\nDeep Learning\n\n\nFrameworks for Neural Networks and Deep Learning. See: \nawesome-deep-learning\n.\n\n\n\n\nCaffe\n - A fast open framework for deep learning..\n\n\nKeras\n - A high-level neural networks library and capable of running on top of either TensorFlow or Theano.\n\n\nMXNet\n - A deep learning framework designed for both efficiency and flexibility.\n\n\nNeupy\n - Running and testing different Artificial Neural Networks algorithms.\n\n\nPytorch\n - Tensors and Dynamic neural networks in Python with strong GPU acceleration.\n\n\nTensorFlow\n - The most popular Deep Learning framework created by Google.\n\n\nTheano\n - A library for fast numerical computation.\n\n\n\n\nDevOps Tools\n\n\nSoftware and libraries for DevOps.\n\n\n\n\nAnsible\n - A radically simple IT automation platform.\n\n\nCloud-Init\n - A multi-distribution package that handles early initialization of a cloud instance.\n\n\ncuisine\n - Chef-like functionality for Fabric.\n\n\nDocker Compose\n - Fast, isolated development environments using \nDocker\n.\n\n\nFabric\n - A simple, Pythonic tool for remote execution and deployment.\n\n\nFabtools\n - Tools for writing awesome Fabric files.\n\n\nhoncho\n - A Python clone of \nForeman\n, for managing Procfile-based applications.\n\n\nOpenStack\n - Open source software for building private and public clouds.\n\n\npexpect\n - Controlling interactive programs in a pseudo-terminal like GNU expect.\n\n\npsutil\n - A cross-platform process and system utilities module.\n\n\nSaltStack\n - Infrastructure automation and management system.\n\n\nsupervisor\n - Supervisor process control system for UNIX.\n\n\n\n\nDistribution\n\n\nLibraries to create packaged executables for release distribution.\n\n\n\n\ndh-virtualenv\n - Build and distribute a virtualenv as a Debian package.\n\n\nNuitka\n - Compile scripts, modules, packages to an executable or extension module.\n\n\npy2app\n - Freezes Python scripts (Mac OS X).\n\n\npy2exe\n - Freezes Python scripts (Windows).\n\n\nPyInstaller\n - Converts Python programs into stand-alone executables (cross-platform).\n\n\npynsist\n - A tool to build Windows installers, installers bundle Python itself.\n\n\n\n\nDocumentation\n\n\nLibraries for generating project documentation.\n\n\n\n\nSphinx\n - Python Documentation generator.\n\n\nawesome-sphinxdoc\n\n\n\n\n\n\nMkDocs\n - Markdown friendly documentation generator.\n\n\npdoc\n - Epydoc replacement to auto generate API documentation for Python libraries.\n\n\nPycco\n - The literate-programming-style documentation generator.\n\n\n\n\nDownloader\n\n\nLibraries for downloading.\n\n\n\n\ns3cmd\n - A command line tool for managing Amazon S3 and CloudFront.\n\n\ns4cmd\n - Super S3 command line tool, good for higher performance.\n\n\nyou-get\n - A YouTube/Youku/Niconico video downloader written in Python 3.\n\n\nyoutube-dl\n - A small command-line program to download videos from YouTube.\n\n\n\n\nE-commerce\n\n\nFrameworks and libraries for e-commerce and payments.\n\n\n\n\nalipay\n - Unofficial Alipay API for Python.\n\n\nCartridge\n - A shopping cart app built using the Mezzanine.\n\n\ndjango-oscar\n - An open-source e-commerce framework for Django.\n\n\ndjango-shop\n - A Django based shop system.\n\n\nmerchant\n - A Django app to accept payments from various payment processors.\n\n\nmoney\n - Money class with optional CLDR-backed locale-aware formatting and an extensible currency exchange solution.\n\n\npython-currencies\n - Display money format and its filthy currencies.\n\n\nforex-python\n - Foreign exchange rates, Bitcoin price index and currency conversion.\n\n\nshoop\n - An open source E-Commerce platform based on Django.\n\n\n\n\nEditor Plugins and IDEs\n\n\n\n\nEmacs\n\n\nElpy\n - Emacs Python Development Environment.\n\n\n\n\n\n\nSublime Text\n\n\nAnaconda\n - Anaconda turns your Sublime Text 3 in a full featured Python development IDE.\n\n\nSublimeJEDI\n - A Sublime Text plugin to the awesome auto-complete library Jedi.\n\n\n\n\n\n\nVim\n\n\nJedi-vim\n - Vim bindings for the Jedi auto-completion library for Python.\n\n\nPython-mode\n - An all in one plugin for turning Vim into a Python IDE.\n\n\nYouCompleteMe\n - Includes \nJedi\n-based completion engine for Python.\n\n\n\n\n\n\nVisual Studio\n\n\nPTVS\n - Python Tools for Visual Studio.\n\n\n\n\n\n\nVisual Studio Code\n\n\nPython\n - An extension with rich support for the Python language, with features including linting, IntelliSense, formatting, refactoring, debugging, unit tests, and jupyter support.\n\n\nMagic Python\n - Cutting edge Python syntax highlighter for Sublime Text, Atom, and Visual Studio Code. Used by GitHub to highlight your Python code!\n\n\n\n\n\n\nIDE\n\n\nLiClipse\n - Free polyglot IDE based on Eclipse. Uses PyDev for Python support.\n\n\nPyCharm\n - Commercial Python IDE by JetBrains. Has free community edition available.\n\n\nSpyder\n - Open Source Python IDE.\n\n\n\n\n\n\n\n\nEmail\n\n\nLibraries for sending and parsing email.\n\n\n\n\nenvelopes\n - Mailing for human beings.\n\n\nflanker\n - A email address and Mime parsing library.\n\n\nimbox\n - Python IMAP for Humans.\n\n\ninbox.py\n - Python SMTP Server for Humans.\n\n\nlamson\n - Pythonic SMTP Application Server.\n\n\nMarrow Mailer\n - High-performance extensible mail delivery framework.\n\n\nmodoboa\n - A mail hosting and management platform including a modern and simplified Web UI.\n\n\nNylas Sync Engine\n - Providing a RESTful API on top of a powerful email sync platform.\n\n\nyagmail\n - Yet another Gmail/SMTP client.\n\n\n\n\nEnvironment Management\n\n\nLibraries for Python version and environment management.\n\n\n\n\np\n - Dead simple interactive Python version management.\n\n\npyenv\n - Simple Python version management.\n\n\nvenv\n - (Python standard library in Python 3.3+) Creating lightweight virtual environments.\n\n\nvirtualenv\n - A tool to create isolated Python environments.\n\n\nvirtualenvwrapper\n - A set of extensions to virtualenv.\n\n\n\n\nFiles\n\n\nLibraries for file manipulation and MIME type detection.\n\n\n\n\nimghdr\n - (Python standard library) Determine the type of an image.\n\n\nmimetypes\n - (Python standard library) Map filenames to MIME types.\n\n\npath.py\n - A module wrapper for \nos.path\n.\n\n\npathlib\n - (Python standard library in Python 3.4+) An cross-platform, object-oriented path library.\n\n\npython-magic\n - A Python interface to the libmagic file type identification library.\n\n\nUnipath\n - An object-oriented approach to file/directory operations.\n\n\nwatchdog\n - API and shell utilities to monitor file system events.\n\n\n\n\nForeign Function Interface\n\n\nLibraries for providing foreign function interface.\n\n\n\n\ncffi\n - Foreign Function Interface for Python calling C code.\n\n\nctypes\n - (Python standard library) Foreign Function Interface for Python calling C code.\n\n\nPyCUDA\n - A Python wrapper for Nvidia's CUDA API.\n\n\nSWIG\n - Simplified Wrapper and Interface Generator.\n\n\n\n\nForms\n\n\nLibraries for working with forms.\n\n\n\n\nDeform\n - Python HTML form generation library influenced by the formish form generation library.\n\n\ndjango-bootstrap3\n - Bootstrap 3 integration with Django.\n\n\ndjango-crispy-forms\n - A Django app which lets you create beautiful forms in a very elegant and DRY way.\n\n\ndjango-remote-forms\n - A platform independent Django form serializer.\n\n\nWTForms\n - A flexible forms validation and rendering library.\n\n\n\n\nFunctional Programming\n\n\nFunctional Programming with Python.\n\n\n\n\nCyToolz\n - Cython implementation of Toolz: High performance functional utilities.\n\n\nfn.py\n - Functional programming in Python: implementation of missing features to enjoy FP.\n\n\nfuncy\n - A fancy and practical functional tools.\n\n\nToolz\n - A collection of functional utilities for iterators, functions, and dictionaries.\n\n\n\n\nGUI\n\n\nLibraries for working with graphical user interface applications.\n\n\n\n\ncurses\n - Built-in wrapper for \nncurses\n used to create terminal GUI applications.\n\n\nenaml\n - Creating beautiful user-interfaces with Declaratic Syntax like QML.\n\n\nFlexx\n - Flexx is a pure Python toolkit for creating GUI's, that uses web technology for its rendering.\n\n\nkivy\n - A library for creating NUI applications, running on Windows, Linux, Mac OS X, Android and iOS.\n\n\npyglet\n - A cross-platform windowing and multimedia library for Python.\n\n\nPyGObject\n - Python Bindings for GLib/GObject/GIO/GTK+ (GTK+3)\n\n\nPyQt\n - Python bindings for the \nQt\n cross-platform application and UI framework, with support for both Qt v4 and Qt v5 frameworks.\n\n\nPySide\n - Python bindings for the \nQt\n cross-platform application and UI framework, supporting the Qt v4 framework.\n\n\npywebview\n - A lightweight cross-platform native wrapper around a webview component that allows to display HTML content in its own native dedicated window\n\n\nTkinter\n - Tkinter is Python's de-facto standard GUI package.\n\n\nToga\n - A Python native, OS native GUI toolkit.\n\n\nurwid\n - A library for creating terminal GUI applications with strong support for widgets, events, rich colors, etc.\n\n\nwxPython\n - A blending of the wxWidgets C++ class library with the Python.\n\n\n\n\nGame Development\n\n\nAwesome game development libraries.\n\n\n\n\nCocos2d\n - cocos2d is a framework for building 2D games, demos, and other graphical/interactive applications. It is based on pyglet.\n\n\nPanda3D\n - 3D game engine developed by Disney and maintained by Carnegie Mellon's Entertainment Technology Center. Written in C++, completely wrapped in Python.\n\n\nPygame\n - Pygame is a set of Python modules designed for writing games.\n\n\nPyOgre\n - Python bindings for the Ogre 3D render engine, can be used for games, simulations, anything 3D.\n\n\nPyOpenGL\n - Python ctypes bindings for OpenGL and it's related APIs.\n\n\nPySDL2\n - A ctypes based wrapper for the SDL2 library.\n\n\nRenPy\n - A Visual Novel engine.\n\n\n\n\nGeolocation\n\n\nLibraries for geocoding addresses and working with latitudes and longitudes.\n\n\n\n\ndjango-countries\n - A Django app that provides country choices for use with forms, flag icons static files, and a country field for models.\n\n\nGeoDjango\n - A world-class geographic web framework.\n\n\nGeoIP\n - Python API for MaxMind GeoIP Legacy Database.\n\n\ngeojson\n - Python bindings and utilities for GeoJSON.\n\n\ngeopy\n - Python Geocoding Toolbox.\n\n\npygeoip\n - Pure Python GeoIP API.\n\n\n\n\nHTML Manipulation\n\n\nLibraries for working with HTML and XML.\n\n\n\n\nBeautifulSoup\n - Providing Pythonic idioms for iterating, searching, and modifying HTML or XML.\n\n\nbleach\n - A whitelist-based HTML sanitization and text linkification library.\n\n\ncssutils\n - A CSS library for Python.\n\n\nhtml5lib\n - A standards-compliant library for parsing and serializing HTML documents and fragments.\n\n\nlxml\n - A very fast, easy-to-use and versatile library for handling HTML and XML.\n\n\nMarkupSafe\n - Implements a XML/HTML/XHTML Markup safe string for Python.\n\n\npyquery\n - A jQuery-like library for parsing HTML.\n\n\nuntangle\n - Converts XML documents to Python objects for easy access.\n\n\nWeasyPrint\n - A visual rendering engine for HTML and CSS that can export to PDF.\n\n\nxmldataset\n - Simple XML Parsing.\n\n\nxmltodict\n - Working with XML feel like you are working with JSON.\n\n\n\n\nHTTP\n\n\nLibraries for working with HTTP.\n\n\n\n\ngrequests\n - requests + gevent for asynchronous HTTP requests.\n\n\nhttplib2\n - Comprehensive HTTP client library.\n\n\nrequests\n - HTTP Requests for Humans\u2122.\n\n\ntreq\n - Python requests like API built on top of Twisted's HTTP client.\n\n\nurllib3\n - A HTTP library with thread-safe connection pooling, file post support, sanity friendly.\n\n\n\n\nHardware\n\n\nLibraries for programming with hardware.\n\n\n\n\nino\n - Command line toolkit for working with \nArduino\n.\n\n\nPingo\n - Pingo provides a uniform API to program devices like the Raspberry Pi, pcDuino, Intel Galileo, etc.\n\n\nPyro\n - Python Robotics.\n\n\nPyUserInput\n - A module for cross-platform control of the mouse and keyboard.\n\n\nscapy\n - A brilliant packet manipulation library.\n\n\nwifi\n - A Python library and command line tool for working with WiFi on Linux.\n\n\n\n\nImagery\n\n\nLibraries for manipulating images.\n\n\n\n\nhmap\n - Image histogram remapping.\n\n\nimgSeek\n - A project for searching a collection of images using visual similarity.\n\n\nnude.py\n - Nudity detection.\n\n\npagan\n - Retro identicon (Avatar) generation based on input string and hash.\n\n\npillow\n - Pillow is the friendly \nPIL\n fork.\n\n\npyBarcode\n - Create barcodes in Python without needing PIL.\n\n\npygram\n - Instagram-like image filters.\n\n\npython-qrcode\n - A pure Python QR Code generator.\n\n\nQuads\n - Computer art based on quadtrees.\n\n\nscikit-image\n - A Python library for (scientific) image processing.\n\n\nthumbor\n - A smart imaging service. It enables on-demand crop, re-sizing and flipping of images.\n\n\nwand\n - Python bindings for \nMagickWand\n, C API for ImageMagick.\n\n\n\n\nImplementations\n\n\nImplementations of Python.\n\n\n\n\nCLPython\n - Implementation of the Python programming language written in Common Lisp.\n\n\nCPython\n - \nDefault, most widely used implementation of the Python programming language written in C.\n Optimizing Static Compiler for Python. Uses type mixins to compile Python into C or C++ modules resulting in large performance gains.\n\n\nGrumpy\n - More compiler than interpreter as more powerful CPython2.7 replacement (alpha).\n\n\nIronPython\n - Implementation of the Python programming language written in C# targeting the .NET Framework and Mono.\n\n\nJython\n - Implementation of Python programming language written in Java for the Java virtual machine (JVM).\n\n\nMicroPython\n - MicroPython - a lean and efficient Python programming language implementation for microcontrollers and constrained systems\n\n\nNumba\n - Python JIT complier to LLVM aimed at scientific Python.\n\n\nPeachPy\n - x86-64 assembler embedded in Python. Can be used as inline assembler for Python or as a stand-alone assembler for Windows, Linux, OS X, Native Client and Go.\n\n\nPyjion\n - A JIT for Python based upon CoreCLR.\n\n\nPyPy\n - Implementation of the Python programming language written in RPython and translated into C. PyPy focuses on speed, efficiency and compatibility with the original CPython interpreter. The interpreter uses black magic to make Python very fast without having to add in additional type information.\n\n\nPySec\n - Hardened version of python that makes it easier for security professionals and developers to write applications more resilient to attacks and manipulations.\n\n\nPyston\n - A Python implementation built using LLVM and modern JIT techniques with the goal of achieving good performance.\n\n\nStackless Python\n - An enhanced version of the Python programming language which allows programmers to reap the benefits of thread-based programming without the performance and complexity problems associated with conventional threads.\n\n\n\n\nInteractive Interpreter\n\n\nInteractive Python interpreters (REPL).\n\n\n\n\nbpython\n - A fancy interface to the Python interpreter.\n\n\nJupyter Notebook (IPython)\n - A rich toolkit to help you make the most out of using Python interactively.\n\n\nptpython\n - Advanced Python REPL built on top of the \npython-prompt-toolkit\n.\n\n\n\n\nInternationalization\n\n\nLibraries for working with i18n.\n\n\n\n\nBabel\n - An internationalization library for Python.\n\n\nPyICU\n - A wrapper of International Components for Unicode C++ library (\nICU\n).\n\n\n\n\nJob Scheduler\n\n\nLibraries for scheduling jobs.\n\n\n\n\nAPScheduler\n - A light but powerful in-process task scheduler that lets you schedule functions.\n\n\ndjango-schedule\n - A calendaring app for Django.\n\n\ndoit\n - A task runner and build tool.\n\n\ngunnery\n - Multipurpose task execution tool for distributed systems with web-based interface.\n\n\nJoblib\n - A set of tools to provide lightweight pipelining in Python.\n\n\nPlan\n - Writing crontab file in Python like a charm.\n\n\nschedule\n - Python job scheduling for humans.\n\n\nSpiff\n - A powerful workflow engine implemented in pure Python.\n\n\nTaskFlow\n - A Python library that helps to make task execution easy, consistent and reliable.\n\n\n\n\nLogging\n\n\nLibraries for generating and working with logs.\n\n\n\n\nEliot\n - Logging for complex & distributed systems.\n\n\nlogbook\n - Logging replacement for Python.\n\n\nlogging\n - (Python standard library) Logging facility for Python.\n\n\nRaven\n - The Python client for Sentry.\n\n\nSentry\n - A realtime logging and aggregation server.\n\n\n\n\nMachine Learning\n\n\nLibraries for Machine Learning. See: \nawesome-machine-learning\n.\n\n\n\n\ngensim\n - Topic Modelling for Humans.\n\n\nLightFM\n - A Python implementation of a number of popular recommendation algorithms.\n\n\nMLlib\n - \nApache Spark\n's scalable Machine Learning library.\n\n\nNuPIC\n - Numenta Platform for Intelligent Computing.\n\n\nscikit-learn\n - The most popular Python library for Machine Learning.\n\n\nsurprise\n - A scikit for building and analyzing recommender systems.\n\n\nvowpal_porpoise\n - A lightweight Python wrapper for \nVowpal Wabbit\n.\n\n\nxgboost\n - A scalable, portable, and distributed gradient boosting library.\n\n\n\n\nMapReduce\n\n\nFrameworks and libraries for MapReduce.\n\n\n\n\ndpark\n - Python clone of Spark, a MapReduce alike framework in Python.\n\n\ndumbo\n - Python module that allows one to easily write and run Hadoop programs.\n\n\nluigi\n - A module that helps you build complex pipelines of batch jobs.\n\n\nmrjob\n - Run MapReduce jobs on Hadoop or Amazon Web Services.\n\n\nPySpark\n - The Spark Python API.\n\n\nstreamparse\n - Run Python code against real-time streams of data. Integrates with \nApache Storm\n.\n\n\n\n\nMicrosoft Windows\n\n\nPython programming on Microsoft Windows.\n\n\n\n\nPython(x,y)\n - Scientific-applications-oriented Python Distribution based on Qt and Spyder.\n\n\npythonlibs\n - Unofficial Windows binaries for Python extension packages.\n\n\nPythonNet\n - Python Integration with the .NET Common Language Runtime (CLR).\n\n\nPyWin32\n - Python Extensions for Windows.\n\n\nWinPython\n - Portable development environment for Windows 7/8.\n\n\n\n\nMiscellaneous\n\n\nUseful libraries or tools that don't fit in the categories above.\n\n\n\n\nblinker\n - A fast Python in-process signal/event dispatching system.\n\n\nitsdangerous\n - Various helpers to pass trusted data to untrusted environments.\n\n\npluginbase\n - A simple but flexible plugin system for Python.\n\n\nPychievements\n - A framework for creating and tracking achievements.\n\n\nTryton\n - A general purpose business framework.\n\n\n\n\nNatural Language Processing\n\n\nLibraries for working with human languages.\n\n\n\n\nJieba\n - Chinese text segmentation.\n\n\nlangid.py\n - Stand-alone language identification system.\n\n\nNLTK\n - A leading platform for building Python programs to work with human language data.\n\n\nPattern\n - A web mining module for the Python.\n\n\nSnowNLP\n - A library for processing Chinese text.\n\n\nspaCy\n - A library for industrial-strength natural language processing in Python and Cython.\n\n\nTextBlob\n - Providing a consistent API for diving into common NLP tasks.\n\n\nTextGrocery\n - A simple, efficient short-text classification tool based on LibLinear and Jieba.\n\n\n\n\nNetwork Virtualization\n\n\nTools and libraries for Virtual Networking and SDN (Software Defined Networking).\n\n\n\n\nMininet\n - A popular network emulator and API written in Python.\n\n\nPOX\n - An open source development platform for Python-based Software Defined Networking (SDN) control applications, such as OpenFlow SDN controllers.\n\n\nPyretic\n - A member of the Frenetic family of SDN programming languages that provides powerful abstractions over network switches or emulators.\n\n\nSDX Platform\n - SDN based IXP implementation that leverages Mininet, POX and Pyretic.\n\n\n\n\nNetworking\n\n\nLibraries for networking programming.\n\n\n\n\nasyncio\n - (Python standard library) Asynchronous I/O, event loop, coroutines and tasks.\n\n\ndiesel\n - Greenlet-based event I/O Framework for Python.\n\n\npulsar\n - Event-driven concurrent framework for Python.\n\n\npyzmq\n - A Python wrapper for the ZeroMQ message library.\n\n\nTwisted\n - An event-driven networking engine.\n\n\ntxZMQ\n - Twisted based wrapper for the ZeroMQ message library.\n\n\n\n\nNews Feed\n\n\nLibraries for building user's activities.\n\n\n\n\ndjango-activity-stream\n - Generating generic activity streams from the actions on your site.\n\n\nStream-Framework\n - Building newsfeed and notification systems using Cassandra and Redis.\n\n\n\n\nORM\n\n\nLibraries that implement Object-Relational Mapping or data mapping techniques.\n\n\n\n\nRelational Databases\n\n\nDjango Models\n - A part of Django.\n\n\nSQLAlchemy\n - The Python SQL Toolkit and Object Relational Mapper.\n\n\nawesome-sqlalchemy\n\n\n\n\n\n\nOrator\n -  The Orator ORM provides a simple yet beautiful ActiveRecord implementation.\n\n\nPeewee\n - A small, expressive ORM.\n\n\nPonyORM\n - ORM that provides a generator-oriented interface to SQL.\n\n\npyDAL\n - A pure Python Database Abstraction Layer.\n\n\npython-sql\n - Write SQL queries pythonically.\n\n\n\n\n\n\nNoSQL Databases\n\n\ndjango-mongodb-engine\n - Django MongoDB Backend.\n\n\nflywheel\n - Object mapper for Amazon DynamoDB.\n\n\nhot-redis\n - Rich Python data types for Redis.\n\n\nMongoEngine\n - A Python Object-Document-Mapper for working with MongoDB.\n\n\nPynamoDB\n - A Pythonic interface for \nAmazon DynamoDB\n.\n\n\nredisco\n - A Python Library for Simple Models and Containers Persisted in Redis.\n\n\n\n\n\n\nOthers\n\n\nbutterdb\n - A Python ORM for Google Drive Spreadsheets.\n\n\ndataset\n - A JSON-based database.\n\n\n\n\n\n\n\n\nPackage Management\n\n\nLibraries for package and dependency management.\n\n\n\n\npip\n - The Python package and dependency manager.\n\n\nPython Package Index\n\n\n\n\n\n\nconda\n - Cross-platform, Python-agnostic binary package manager.\n\n\nCurdling\n - Curdling is a command line tool for managing Python packages.\n\n\npip-tools\n - A set of tools to keep your pinned Python dependencies fresh.\n\n\nwheel\n - The new standard of Python distribution and are intended to replace eggs.\n\n\n\n\nPackage Repositories\n\n\nLocal PyPI repository server and proxies.\n\n\n\n\nwarehouse\n - Next generation Python Package Repository (PyPI).\n\n\nWarehouse\n\n\n\n\n\n\nbandersnatch\n - PyPI mirroring tool provided by Python Packaging Authority (PyPA).\n\n\ndevpi\n - PyPI server and packaging/testing/release tool.\n\n\nlocalshop\n - Local PyPI server (custom packages and auto-mirroring of pypi).\n\n\n\n\nPermissions\n\n\nLibraries that allow or deny users access to data or functionality.\n\n\n\n\nCarteblanche\n - Module to align code with thoughts of users and designers. Also magically handles navigation and permissions.\n\n\ndjango-guardian\n - Implementation of per object permissions for Django 1.2+\n\n\ndjango-rules\n - A tiny but powerful app providing object-level permissions to Django, without requiring a database.\n\n\n\n\nProcesses\n\n\nLibraries for starting and communicating with OS processes.\n\n\n\n\nenvoy\n - Python \nsubprocess\n for Humans\u2122.\n\n\nsarge\n - Yet another wrapper for subprocess.\n\n\nsh\n - A full-fledged subprocess replacement for Python.\n\n\n\n\nQueue\n\n\nLibraries for working with event and task queues.\n\n\n\n\ncelery\n - An asynchronous task queue/job queue based on distributed message passing.\n\n\nhuey\n - Little multi-threaded task queue.\n\n\nmrq\n - Mr. Queue - A distributed worker task queue in Python using Redis & gevent.\n\n\nrq\n - Simple job queues for Python.\n\n\nsimpleq\n - A simple, infinitely scalable, Amazon SQS based queue.\n\n\n\n\nRESTful API\n\n\nLibraries for developing RESTful APIs.\n\n\n\n\nDjango\n\n\ndjango-formapi\n - Create JSON APIs with Django's form validation.\n\n\ndjango-rest-framework\n - A powerful and flexible toolkit to build web APIs.\n\n\ndjango-tastypie\n - Creating delicious APIs for Django apps.\n\n\n\n\n\n\nFlask\n\n\neve\n - REST API framework powered by Flask, MongoDB and good intentions.\n\n\nflask-api-utils\n - Taking care of API representation and authentication for Flask.\n\n\nflask-api\n - Browsable Web APIs for Flask.\n\n\nflask-restful\n - Quickly building REST APIs for Flask.\n\n\nflask-restless\n - Generating RESTful APIs for database models defined with SQLAlchemy.\n\n\n\n\n\n\nPyramid\n\n\ncornice\n - A RESTful framework for Pyramid.\n\n\n\n\n\n\nFramework agnostic\n\n\nfalcon\n - A high-performance framework for building cloud APIs and web app backends.\n\n\nhug\n - A Python3 framework for cleanly exposing APIs over HTTP and the Command Line with automatic documentation and validation.\n\n\nrestless\n - Framework agnostic REST framework based on lessons learned from Tastypie.\n\n\nripozo\n - Quickly creating REST/HATEOAS/Hypermedia APIs.\n\n\nsandman\n - Automated REST APIs for existing database-driven systems.\n\n\n\n\n\n\n\n\nRPC Servers\n\n\nRPC-compatible servers.\n\n\n\n\nSimpleJSONRPCServer\n - This library is an implementation of the JSON-RPC specification.\n\n\nSimpleXMLRPCServer\n - (Python standard library) Simple XML-RPC server implementation, single-threaded.\n\n\nzeroRPC\n - zerorpc is a flexible RPC implementation based on \nZeroMQ\n and \nMessagePack\n.\n\n\n\n\nScience\n\n\nLibraries for scientific computing.\n\n\n\n\nastropy\n - A community Python library for Astronomy.\n\n\nbcbio-nextgen\n - Providing best-practice pipelines for fully automated high throughput sequencing analysis.\n\n\nbccb\n - Collection of useful code related to biological analysis.\n\n\nBiopython\n - Biopython is a set of freely available tools for biological computation.\n\n\ncclib\n - A library for parsing and interpreting the results of computational chemistry packages.\n\n\nNetworkX\n - A high-productivity software for complex networks.\n\n\nNIPY\n - A collection of neuroimaging toolkits.\n\n\nNumPy\n - A fundamental package for scientific computing with Python.\n\n\nOpen Babel\n - A chemical toolbox designed to speak the many languages of chemical data.\n\n\nObsPy\n - A Python toolbox for seismology.\n\n\nPyDy\n - Short for Python Dynamics, used to assist with workflow in the modeling of dynamic motion.\n\n\nPyMC\n - Markov Chain Monte Carlo sampling toolkit.\n\n\nRDKit\n - Cheminformatics and Machine Learning Software.\n\n\nSciPy\n - A Python-based ecosystem of open-source software for mathematics, science, and engineering.\n\n\nstatsmodels\n - Statistical modeling and econometrics in Python.\n\n\nSymPy\n - A Python library for symbolic mathematics.\n\n\nZipline\n - A Pythonic algorithmic trading library.\n\n\n\n\nSearch\n\n\nLibraries and software for indexing and performing search queries on data.\n\n\n\n\ndjango-haystack\n - Modular search for Django.\n\n\nelasticsearch-dsl-py\n - The official high-level Python client for Elasticsearch.\n\n\nelasticsearch-py\n - The official low-level Python client for \nElasticsearch\n.\n\n\nesengine\n - ElasticSearch ODM (Object Document Mapper) for Python.\n\n\nsolrpy\n - A Python client for \nsolr\n.\n\n\nWhoosh\n - A fast, pure Python search engine library.\n\n\n\n\nSerialization\n\n\nLibraries for serializing complex data types\n\n\n\n\nmarshmallow\n - marshmallow is an ORM/ODM/framework-agnostic library for converting complex datatypes, such as objects, to and from native Python datatypes.\n\n\n\n\nServerless Frameworks\n\n\nFrameworks for developing serverless Python code.\n\n\n\n\napex\n - Build, deploy, and manage \nAWS Lambda\n functions with ease.\n\n\npython-lambda\n - A toolkit for developing and deploying Python code in AWS Lambda.\n\n\nZappa\n - A tool for deploying WSGI applications on AWS Lambda and API Gateway.\n\n\n\n\nSpecific Formats Processing\n\n\nLibraries for parsing and manipulating specific text formats.\n\n\n\n\nGeneral\n\n\ntablib\n - A module for Tabular Datasets in XLS, CSV, JSON, YAML.\n\n\n\n\n\n\nOffice\n\n\nMarmir\n - Takes Python data structures and turns them into spreadsheets.\n\n\nopenpyxl\n - A library for reading and writing Excel 2010 xlsx/xlsm/xltx/xltm files.\n\n\npyexcel\n - Providing one API for reading, manipulating and writing csv, ods, xls, xlsx and xlsm files.\n\n\npython-docx\n - Reads, queries and modifies Microsoft Word 2007/2008 docx files.\n\n\nrelatorio\n - Templating OpenDocument files.\n\n\nunoconv\n - Convert between any document format supported by LibreOffice/OpenOffice.\n\n\nXlsxWriter\n - A Python module for creating Excel .xlsx files.\n\n\nxlwings\n - A BSD-licensed library that makes it easy to call Python from Excel and vice versa.\n\n\nxlwt\n / \nxlrd\n - Writing and reading data and formatting information from Excel files.\n\n\n\n\n\n\nPDF\n\n\nPDFMiner\n - A tool for extracting information from PDF documents.\n\n\nPyPDF2\n - A library capable of splitting, merging and transforming PDF pages.\n\n\nReportLab\n - Allowing Rapid creation of rich PDF documents.\n\n\n\n\n\n\nMarkdown\n\n\nMistune\n - Fastest and full featured pure Python parsers of Markdown.\n\n\nPython-Markdown\n - A Python implementation of John Gruber\u2019s Markdown.\n\n\n\n\n\n\nYAML\n\n\nPyYAML\n - YAML implementations for Python.\n\n\n\n\n\n\nCSV\n\n\ncsvkit\n - Utilities for converting to and working with CSV.\n\n\n\n\n\n\nArchive\n\n\nunp\n - A command line tool that can unpack archives easily.\n\n\n\n\n\n\n\n\nStatic Site Generator\n\n\nStatic site generator is a software that takes some text + templates as input and produces HTML files on the output.\n\n\n\n\nCactus\n - Static site generator for designers.\n\n\nHyde\n - Jinja2-based static web site generator.\n\n\nLektor\n - An easy to use static CMS and blog engine.\n\n\nNikola\n - A static website and blog generator.\n\n\nPelican\n - Uses Markdown or ReST for content and Jinja 2 for themes. Supports DVCS, Disqus. AGPL.\n\n\nTinkerer\n - Tinkerer is a blogging engine/.static website generator powered by Sphinx.\n\n\n\n\nTagging\n\n\nLibraries for tagging items.\n\n\n\n\ndjango-taggit\n - Simple tagging for Django.\n\n\n\n\nTemplate Engine\n\n\nLibraries and tools for templating and lexing.\n\n\n\n\nGenshi\n - Python templating toolkit for generation of web-aware output.\n\n\nJinja2\n - A modern and designer friendly templating language.\n\n\nMako\n - Hyperfast and lightweight templating for the Python platform.\n\n\n\n\nTesting\n\n\nLibraries for testing codebases and generating test data.\n\n\n\n\nTesting Frameworks\n\n\nhypothesis\n - Hypothesis is an advanced Quickcheck style property based testing library.\n\n\nmamba\n - The definitive testing tool for Python. Born under the banner of BDD.\n\n\nnose\n - A nicer unittest for Python.\n\n\nnose2\n - The successor to nose, based on unittest2.\n\n\npytest\n - A mature full-featured Python testing tool.\n\n\nRobot Framework\n - A generic test automation framework.\n\n\nunittest\n - (Python standard library) Unit testing framework.\n\n\n\n\n\n\nTest Runners\n\n\ngreen\n - A clean, colorful test runner.\n\n\ntox\n - Auto builds and tests distributions in multiple Python versions\n\n\n\n\n\n\nGUI / Web Testing\n\n\nlocust\n - Scalable user load testing tool written in Python.\n\n\nPyAutoGUI\n - PyAutoGUI is a cross-platform GUI automation Python module for human beings.\n\n\nSelenium\n - Python bindings for \nSelenium\n WebDriver.\n\n\nsixpack\n - A language-agnostic A/B Testing framework.\n\n\nsplinter\n - Open source tool for testing web applications.\n\n\n\n\n\n\nMock\n\n\ndoublex\n - Powerful test doubles framework for Python.\n\n\nfreezegun\n - Travel through time by mocking the datetime module.\n\n\nhttmock\n - A mocking library for requests for Python 2.6+ and 3.2+.\n\n\nhttpretty\n - HTTP request mock tool for Python.\n\n\nmock\n - (Python standard library) A mocking and patching library.\n\n\nresponses\n - A utility library for mocking out the requests Python library.\n\n\nVCR.py\n - Record and replay HTTP interactions on your tests.\n\n\n\n\n\n\nObject Factories\n\n\nfactory_boy\n - A test fixtures replacement for Python.\n\n\nmixer\n - Another fixtures replacement. Supported Django, Flask, SQLAlchemy, Peewee and etc.\n\n\nmodel_mommy\n - Creating random fixtures for testing in Django.\n\n\n\n\n\n\nCode Coverage\n\n\ncoverage\n - Code coverage measurement.\n\n\n\n\n\n\nFake Data\n\n\nchurch\n - is a Python library that help you generate fake data.\n\n\nfake2db\n - Fake database generator.\n\n\nfaker\n - A Python package that generates fake data.\n\n\nradar\n - Generate random datetime / time.\n\n\n\n\n\n\nError Handler\n\n\nFuckIt.py\n - FuckIt.py uses state-of-the-art technology to make sure your Python code runs whether it has any right to or not.\n\n\n\n\n\n\n\n\nText Processing\n\n\nLibraries for parsing and manipulating plain texts.\n\n\n\n\nGeneral\n\n\nchardet\n - Python 2/3 compatible character encoding detector.\n\n\ndifflib\n - (Python standard library) Helpers for computing deltas.\n\n\nftfy\n - Makes Unicode text less broken and more consistent automagically.\n\n\nfuzzywuzzy\n - Fuzzy String Matching.\n\n\nLevenshtein\n - Fast computation of Levenshtein distance and string similarity.\n\n\npangu.py\n - Spacing texts for CJK and alphanumerics.\n\n\npyfiglet\n - An implementation of figlet written in Python.\n\n\nshortuuid\n - A generator library for concise, unambiguous and URL-safe UUIDs.\n\n\nunidecode\n - ASCII transliterations of Unicode text.\n\n\nuniout\n - Print readable chars instead of the escaped string.\n\n\nxpinyin\n - A library to translate Chinese hanzi (\u6f22\u5b57) to pinyin (\u62fc\u97f3).\n\n\n\n\n\n\nSlugify\n\n\nawesome-slugify\n - A Python slugify library that can preserve unicode.\n\n\npython-slugify\n - A Python slugify library that translates unicode to ASCII.\n\n\nunicode-slugify\n - A slugifier that generates unicode slugs with Django as a dependency.\n\n\n\n\n\n\nParser\n\n\nphonenumbers\n - Parsing, formatting, storing and validating international phone numbers.\n\n\nPLY\n - Implementation of lex and yacc parsing tools for Python\n\n\nPygments\n - A generic syntax highlighter.\n\n\npyparsing\n - A general purpose framework for generating parsers.\n\n\npython-nameparser\n - Parsing human names into their individual components.\n\n\npython-user-agents\n - Browser user agent parser.\n\n\nsqlparse\n - A non-validating SQL parser.\n\n\n\n\n\n\n\n\nThird-party APIs\n\n\nLibraries for accessing third party services APIs. See: \nList of Python API Wrappers and Libraries\n.\n\n\n\n\napache-libcloud\n - One Python library for all clouds.\n\n\nboto3\n - Python interface to Amazon Web Services.\n\n\ndjango-wordpress\n - WordPress models and views for Django.\n\n\nfacebook-sdk\n - Facebook Platform Python SDK.\n\n\nfacepy\n - Facepy makes it really easy to interact with Facebook's Graph API\n\n\ngmail\n - A Pythonic interface for Gmail.\n\n\ngoogle-api-python-client\n - Google APIs Client Library for Python.\n\n\ngspread\n - Google Spreadsheets Python API.\n\n\ntwython\n - A Python wrapper for the Twitter API.\n\n\n\n\nURL Manipulation\n\n\nLibraries for parsing URLs.\n\n\n\n\nfurl\n - A small Python library that makes parsing and manipulating URLs easy.\n\n\npurl\n - A simple, immutable URL class with a clean API for interrogation and manipulation.\n\n\npyshorteners\n - A pure Python URL shortening lib.\n\n\nshort_url\n - Python implementation for generating Tiny URL and bit.ly-like URLs.\n\n\nwebargs\n - A friendly library for parsing HTTP request arguments, with built-in support for popular web frameworks, including Flask, Django, Bottle, Tornado, and Pyramid.\n\n\n\n\nVideo\n\n\nLibraries for manipulating video and GIFs.\n\n\n\n\nmoviepy\n - A module for script-based movie editing with many formats, including animated GIFs.\n\n\nscikit-video\n - Video processing routines for SciPy.\n\n\n\n\nWSGI Servers\n\n\nWSGI-compatible web servers.\n\n\n\n\nbjoern\n - Asynchronous, very fast and written in C.\n\n\nfapws3\n - Asynchronous (network side only), written in C.\n\n\ngunicorn\n - Pre-forked, partly written in C.\n\n\nmeinheld\n - Asynchronous, partly written in C.\n\n\nnetius\n - Asynchronous, very fast.\n\n\npaste\n - Multi-threaded, stable, tried and tested.\n\n\nrocket\n - Multi-threaded.\n\n\nuWSGI\n - A project aims at developing a full stack for building hosting services, written in C.\n\n\nwaitress\n - Multi-threaded, powers Pyramid.\n\n\nWerkzeug\n - A WSGI utility library for Python that powers Flask and can easily be embedded into your own projects.\n\n\n\n\nWeb Content Extracting\n\n\nLibraries for extracting web contents.\n\n\n\n\nHaul\n - An Extensible Image Crawler.\n\n\nhtml2text\n - Convert HTML to Markdown-formatted text.\n\n\nlassie\n - Web Content Retrieval for Humans.\n\n\nmicawber\n - A small library for extracting rich content from URLs.\n\n\nnewspaper\n - News extraction, article extraction and content curation in Python.\n\n\nopengraph\n - A Python module to parse the Open Graph Protocol\n\n\npython-goose\n - HTML Content/Article Extractor.\n\n\npython-readability\n - Fast Python port of arc90's readability tool.\n\n\nsanitize\n - Bringing sanity to world of messed-up data.\n\n\nsumy\n - A module for automatic summarization of text documents and HTML pages.\n\n\ntextract\n - Extract text from any document, Word, PowerPoint, PDFs, etc.\n\n\n\n\nWeb Crawling\n\n\nLibraries for scraping websites.\n\n\n\n\ncola\n - A distributed crawling framework.\n\n\nDemiurge\n - PyQuery-based scraping micro-framework.\n\n\nfeedparser\n - Universal feed parser.\n\n\nGrab\n - Site scraping framework.\n\n\nMechanicalSoup\n - A Python library for automating interaction with websites.\n\n\nportia\n - Visual scraping for Scrapy.\n\n\npyspider\n - A powerful spider system.\n\n\nRoboBrowser\n - A simple, Pythonic library for browsing the web without a standalone web browser.\n\n\nScrapy\n - A fast high-level screen scraping and web crawling framework.\n\n\n\n\nWeb Frameworks\n\n\nFull stack web frameworks.\n\n\n\n\nBottle\n - A fast, simple and lightweight WSGI micro web-framework.\n\n\nCherryPy\n - A minimalist Python web framework, HTTP/1.1-compliant and WSGI thread-pooled.\n\n\nDjango\n - The most popular web framework in Python.\n\n\nawesome-django\n\n\n\n\n\n\nFlask\n - A microframework for Python.\n\n\nawesome-flask\n\n\n\n\n\n\nPyramid\n - A small, fast, down-to-earth, open source Python web framework.\n\n\nawesome-pyramid\n\n\n\n\n\n\nSanic\n - Web server that's written to go fast.\n\n\nTornado\n - A Web framework and asynchronous networking library.\n\n\nTurboGears\n - A microframework that can scale up to a full stack solution.\n\n\nWeb2py\n - Full-stack enterprise framework for secure database-driven web-based applications.\n\n\nGitHub Web2py\n\n\n\n\n\n\n\n\nWebSocket\n\n\nLibraries for working with WebSocket.\n\n\n\n\nAutobahnPython\n - WebSocket & WAMP for Python on Twisted and \nasyncio\n.\n\n\nCrossbar\n - Open-source Unified Application Router (Websocket & WAMP for Python on Autobahn).\n\n\ndjango-socketio\n - WebSockets for Django.\n\n\nWebSocket-for-Python\n - WebSocket client and server library for Python 2 and 3 as well as PyPy.\n\n\n\n\nServices\n\n\nOnline tools and APIs to simplify development.\n\n\nContinuous Integration\n\n\nSee: \nawesome-CIandCD\n.\n\n\n\n\nCircleCI\n - A CI service that can run very fast parallel testing. (GitHub only)\n\n\nTravis CI\n - A popular CI service for your open source and \nprivate\n projects. (GitHub only)\n\n\nVexor CI\n - A continuous integration tool for private apps with pay-per-minute billing model.\n\n\nWercker\n - A Docker-based platform for building and deploying applications and microservices.\n\n\n\n\nCode Quality\n\n\n\n\nCodacy\n - Automated Code Review to ship better code, faster. Free for Open Source.\n\n\nCodecov\n - Code coverage dashboard.\n\n\nLandscape\n - Hosted continuous Python code metrics.\n\n\nQuantifiedCode\n - A data-driven, automated, continuous code review tool.\n\n\n\n\nResources\n\n\nWhere to discover new Python libraries.\n\n\nPodcasts\n\n\n\n\nPodcast.init\n\n\nTalk Python To Me\n\n\nPython Bytes\n\n\n\n\nTwitter\n\n\n\n\n@codetengu\n\n\n@getpy\n\n\n@importpython\n\n\n@planetpython\n\n\n@pycoders\n\n\n@pypi\n\n\n@pythontrending\n\n\n@PythonWeekly\n\n\n@TalkPython\n\n\n\n\nWebsites\n\n\n\n\n/r/CoolGithubProjects\n\n\n/r/Python\n\n\nAwesome Python @LibHunt\n\n\nDjango Packages\n\n\nFull Stack Python\n\n\nPyPI Ranking\n\n\nPython 3 Wall of Superpowers\n\n\nPython Hackers\n\n\nPython ZEEF\n\n\nPython \u5f00\u53d1\u793e\u533a\n\n\nTrending Python repositories on GitHub today\n\n\n\n\nWeekly\n\n\n\n\nCodeTengu Weekly\n\n\nImport Python Newsletter\n\n\nPycoder's Weekly\n\n\nPython Weekly\n\n\nPython Bytes\n\n\n\n\nOther Awesome Lists\n\n\nList of lists.\n\n\n\n\nMonty\n\n\nawesome\n\n\nlists\n\n\n\n\n\n\nPython\n\n\npycrumbs\n\n\npython-github-projects\n\n\npython_reference\n\n\npythonidae\n\n\n\n\n\n\n\n\nContributing\n\n\nYour contributions are always welcome! Please take a look at the \ncontribution guidelines\n first.\n\n\nI will keep some pull requests open if I'm not sure whether those libraries are awesome, you could \nvote for them\n by adding :+1: to them. Pull requests will be merged when their votes reach \n20\n.",
+            "text": "Awesome Python \n\n\nA curated list of awesome Python frameworks, libraries, software and resources.\n\n\nInspired by \nawesome-php\n.\n\n\n\n\nAwesome Python\n\n\nAdmin Panels\n\n\nAlgorithms and Design Patterns\n\n\nAnti-spam\n\n\nAsset Management\n\n\nAudio\n\n\nAuthentication\n\n\nBuild Tools\n\n\nCaching\n\n\nChatOps Tools\n\n\nCMS\n\n\nCode Analysis and Linter\n\n\nCommand-line Tools\n\n\nCompatibility\n\n\nComputer Vision\n\n\nConcurrency and Parallelism\n\n\nConfiguration\n\n\nCryptography\n\n\nData Analysis\n\n\nData Validation\n\n\nData Visualization\n\n\nDatabase Drivers\n\n\nDatabase\n\n\nDate and Time\n\n\nDebugging Tools\n\n\nDeep Learning\n\n\nDevOps Tools\n\n\nDistribution\n\n\nDocumentation\n\n\nDownloader\n\n\nE-commerce\n\n\nEditor Plugins and IDEs\n\n\nEmail\n\n\nEnvironment Management\n\n\nFiles\n\n\nForeign Function Interface\n\n\nForms\n\n\nFunctional Programming\n\n\nGame Development\n\n\nGeolocation\n\n\nGUI\n\n\nHardware\n\n\nHTML Manipulation\n\n\nHTTP\n\n\nImagery\n\n\nImplementations\n\n\nInteractive Interpreter\n\n\nInternationalization\n\n\nJob Scheduler\n\n\nLogging\n\n\nMachine Learning\n\n\nMapReduce\n\n\nMiscellaneous\n\n\nNatural Language Processing\n\n\nNetwork Virtualization\n\n\nNetworking\n\n\nNews Feed\n\n\nORM\n\n\nPackage Management\n\n\nPackage Repositories\n\n\nPermissions\n\n\nProcesses\n\n\nQueue\n\n\nRecommender Systems\n\n\nRESTful API\n\n\nRPC Servers\n\n\nScience\n\n\nSearch\n\n\nSerialization\n\n\nServerless Frameworks\n\n\nSpecific Formats Processing\n\n\nStatic Site Generator\n\n\nTagging\n\n\nTemplate Engine\n\n\nTesting\n\n\nText Processing\n\n\nThird-party APIs\n\n\nURL Manipulation\n\n\nVideo\n\n\nWeb Content Extracting\n\n\nWeb Crawling\n\n\nWeb Frameworks\n\n\nWebSocket\n\n\nWSGI Servers\n\n\n\n\n\n\nServices\n\n\nCode Quality\n\n\nContinuous Integration\n\n\n\n\n\n\nResources\n\n\nPodcasts\n\n\nTwitter\n\n\nWebsites\n\n\nWeekly\n\n\n\n\n\n\nOther Awesome Lists\n\n\nContributing\n\n\n\n\n\n\nAdmin Panels\n\n\nLibraries for administrative interfaces.\n\n\n\n\nAjenti\n - The admin panel your servers deserve.\n\n\ndjango-suit\n - Alternative Django Admin-Interface (free only for Non-commercial use).\n\n\ndjango-xadmin\n - Drop-in replacement of Django admin comes with lots of goodies.\n\n\nflask-admin\n - Simple and extensible administrative interface framework for Flask.\n\n\nflower\n - Real-time monitor and web admin for Celery.\n\n\nGrappelli\n - A jazzy skin for the Django Admin-Interface.\n\n\nWooey\n - A Django app which creates automatic web UIs for Python scripts.\n\n\n\n\nAlgorithms and Design Patterns\n\n\nPython implementation of algorithms and design patterns.\n\n\n\n\nalgorithms\n - A module of algorithms for Python.\n\n\nPyPattyrn\n - A simple yet effective library for implementing common design patterns.\n\n\npython-patterns\n - A collection of design patterns in Python.\n\n\nsortedcontainers\n - Fast, pure-Python implementation of SortedList, SortedDict, and SortedSet types.\n\n\n\n\nAnti-spam\n\n\nLibraries for fighting spam.\n\n\n\n\ndjango-simple-captcha\n - A simple and highly customizable Django app to add captcha images to any Django form.\n\n\ndjango-simple-spam-blocker\n - Simple spam blocker for Django.\n\n\n\n\nAsset Management\n\n\nTools for managing, compressing and minifying website assets.\n\n\n\n\ndjango-compressor\n - Compresses linked and inline JavaScript or CSS into a single cached file.\n\n\ndjango-pipeline\n - An asset packaging library for Django.\n\n\ndjango-storages\n - A collection of custom storage back ends for Django.\n\n\nfanstatic\n - Packages, optimizes, and serves static file dependencies as Python packages.\n\n\nfileconveyor\n - A daemon to detect and sync files to CDNs, S3 and FTP.\n\n\nflask-assets\n - Helps you integrate webassets into your Flask app.\n\n\njinja-assets-compressor\n - A Jinja extension to compile and compress your assets.\n\n\nwebassets\n - Bundles, optimizes, and manages unique cache-busting URLs for static resources.\n\n\n\n\nAudio\n\n\nLibraries for manipulating audio.\n\n\n\n\naudiolazy\n - Expressive Digital Signal Processing (DSP) package for Python.\n\n\naudioread\n - Cross-library (GStreamer + Core Audio + MAD + FFmpeg) audio decoding.\n\n\nbeets\n - A music library manager and \nMusicBrainz\n tagger.\n\n\ndejavu\n - Audio fingerprinting and recognition.\n\n\ndjango-elastic-transcoder\n - Django + \nAmazon Elastic Transcoder\n.\n\n\neyeD3\n - A tool for working with audio files, specifically MP3 files containing ID3 metadata.\n\n\nid3reader\n - A Python module for reading MP3 meta data.\n\n\nm3u8\n - A module for parsing m3u8 file.\n\n\nmingus\n - An advanced music theory and notation package with MIDI file and playback support.\n\n\nmutagen\n - A Python module to handle audio metadata.\n\n\npyAudioAnalysis\n - Python Audio Analysis Library: Feature Extraction, Classification, Segmentation and Applications\n\n\npydub\n - Manipulate audio with a simple and easy high level interface.\n\n\npyechonest\n - Python client for the \nEcho Nest\n API.\n\n\ntalkbox\n - A Python library for speech/signal processing.\n\n\nTimeSide\n - Open web audio processing framework.\n\n\ntinytag\n - A library for reading music meta data of MP3, OGG, FLAC and Wave files.\n\n\n\n\nAuthentication\n\n\nLibraries for implementing authentications schemes.\n\n\n\n\nOAuth\n\n\nAuthomatic\n - Simple but powerful framework agnostic authentication/authorization client.\n\n\ndjango-allauth\n - Authentication app for Django that \"just works.\"\n\n\ndjango-oauth-toolkit\n - OAuth 2 goodies for Django.\n\n\nFlask-OAuthlib\n - OAuth 1.0/a, 2.0 implementation of client and provider for Flask.\n\n\nOAuthLib\n - A generic and thorough implementation of the OAuth request-signing logic.\n\n\npython-oauth2\n - A fully tested, abstract interface to creating OAuth clients and servers.\n\n\npython-social-auth\n - An easy-to-setup social authentication mechanism.\n\n\nrauth\n - A Python library for OAuth 1.0/a, 2.0, and Ofly.\n\n\nsanction\n - A dead simple OAuth2 client implementation.\n\n\n\n\n\n\nOthers\n\n\njose\n - JavaScript Object Signing and Encryption draft implementation.\n\n\nPyJWT\n - Implementation of the JSON Web Token draft 01.\n\n\npython-jws\n - Implementation of JSON Web Signatures draft 02.\n\n\npython-jwt\n - Module for generating and verifying JSON Web Tokens.\n\n\n\n\n\n\n\n\nBuild Tools\n\n\nCompile software from source code.\n\n\n\n\nBitBake\n - A make-like build tool for embedded Linux.\n\n\nbuildout\n - A build system for creating, assembling and deploying applications from multiple parts.\n\n\nPlatformIO\n - A console tool to build code with different development platforms.\n\n\nPyBuilder\n - A continuous build tool written in pure Python.\n\n\nSCons\n - A software construction tool.\n\n\n\n\nCMS\n\n\nContent Management Systems.\n\n\n\n\ndjango-cms\n - An Open source enterprise CMS based on the Django.\n\n\ndjedi-cms\n - A lightweight but yet powerful Django CMS with plugins, inline editing and performance in mind.\n\n\nFeinCMS\n - One of the most advanced Content Management Systems built on Django.\n\n\nKotti\n - A high-level, Pythonic web application framework built on Pyramid.\n\n\nMezzanine\n - A powerful, consistent, and flexible content management platform.\n\n\nOpps\n - A Django-based CMS for magazines, newspapers websites and portals with high-traffic.\n\n\nPlone\n - A CMS built on top of the open source application server Zope.\n\n\nQuokka\n - Flexible, extensible, small CMS powered by Flask and MongoDB.\n\n\nWagtail\n - A Django content management system.\n\n\nWidgy\n - Last CMS framework, based on Django.\n\n\n\n\nCaching\n\n\nLibraries for caching data.\n\n\n\n\nBeaker\n - A library for caching and sessions for use with web applications and stand-alone Python scripts and applications.\n\n\nDiskCache\n - SQLite and file backed cache backend with faster lookups than memcached and redis.\n\n\ndjango-cache-machine\n - Automatic caching and invalidation for Django models.\n\n\ndjango-cacheops\n - A slick ORM cache with automatic granular event-driven invalidation.\n\n\ndjango-viewlet\n - Render template parts with extended cache control.\n\n\ndogpile.cache\n - dogpile.cache is next generation replacement for Beaker made by same authors.\n\n\nHermesCache\n - Python caching library with tag-based invalidation and dogpile effect prevention.\n\n\njohnny-cache\n - A caching framework for django applications.\n\n\npylibmc\n - A Python wrapper around the \nlibmemcached\n interface.\n\n\n\n\nChatOps Tools\n\n\nLibraries for chatbot development.\n\n\n\n\nErrbot\n - The easiest and most popular chatbot to implement ChatOps.\n\n\n\n\nCode Analysis and Linter\n\n\nLibraries and tools for analysing, parsing and manipulation codebases.\n\n\n\n\nCode Analysis\n\n\ncoala\n - Language independent and easily extendable code analysis application.\n\n\ncode2flow\n - Turn your Python and JavaScript code into DOT flowcharts.\n\n\npycallgraph\n - A library that visualises the flow (call graph) of your Python application.\n\n\n\n\n\n\nLinter\n\n\nFlake8\n - The modular source code checker: pep8, pyflakes and co.\n\n\npylama\n - Code audit tool for Python and JavaScript.\n\n\nPylint\n - A Fully customizable source code analyzer.\n\n\n\n\n\n\nStatic Type Checker\n\n\nmypy\n - Check variable types during compile time.\n\n\n\n\n\n\n\n\nCommand-line Tools\n\n\nLibraries for building command-line application.\n\n\n\n\nCommand-line Application Development\n\n\nasciimatics\n - Cross-platform, full-screen terminal package (i.e.  mouse/keyboard input and coloured, positioned text output) complete with high-level API for complex animations and special effects.\n\n\ncement\n - CLI Application Framework for Python.\n\n\nclick\n - A package for creating beautiful command line interfaces in a composable way.\n\n\ncliff\n - A framework for creating command-line programs with multi-level commands.\n\n\nclint\n - Python Command-line Application Tools.\n\n\ncolorama\n - Cross-platform colored terminal text.\n\n\ndocopt\n - Pythonic command line arguments parser.\n\n\nGooey\n - Turn command line programs into a full GUI application with one line\n\n\nPython-Fire\n - A library for creating command line interfaces (CLIs) from absolutely any Python object.\n\n\npython-prompt-toolkit\n - A Library for building powerful interactive command lines.\n\n\n\n\n\n\nProductivity Tools\n\n\naws-cli\n - A universal command-line interface for Amazon Web Services.\n\n\nbashplotlib\n - Making basic plots in the terminal.\n\n\ncaniusepython3\n - Determine what projects are blocking you from porting to Python 3.\n\n\ncookiecutter\n - A command-line utility that creates projects from cookiecutters (project templates).\n\n\ndoitlive\n - A tool for live presentations in the terminal.\n\n\nhowdoi\n - Instant coding answers via the command line.\n\n\nhttpie\n - A command line HTTP client, a user-friendly cURL replacement.\n\n\nmycli\n - A Terminal Client for MySQL with AutoCompletion and Syntax Highlighting.\n\n\nPathPicker\n - Select files out of bash output.\n\n\npercol\n - Adds flavor of interactive selection to the traditional pipe concept on UNIX.\n\n\npgcli\n - Postgres CLI with autocompletion and syntax highlighting.\n\n\nSAWS\n - A Supercharged AWS CLI.\n\n\nthefuck\n - Correcting your previous console command.\n\n\ntry\n - A dead simple CLI to try out python packages - It's never been easier.\n\n\n\n\n\n\n\n\nCompatibility\n\n\nLibraries for migrating from Python 2 to 3.\n\n\n\n\nPython-Future\n - The missing compatibility layer between Python 2 and Python 3.\n\n\nPython-Modernize\n - Modernizes Python code for eventual Python 3 migration.\n\n\nSix\n - Python 2 and 3 compatibility utilities.\n\n\n\n\nComputer Vision\n\n\nLibraries for computer vision.\n\n\n\n\nOpenCV\n - Open Source Computer Vision Library.\n\n\npyocr\n - A wrapper for Tesseract and Cuneiform.\n\n\npytesseract\n - Another wrapper for \nGoogle Tesseract OCR\n.\n\n\nSimpleCV\n - An open source framework for building computer vision applications.\n\n\n\n\nConcurrency and Parallelism\n\n\nLibraries for concurrent and parallel execution.\n\n\n\n\neventlet\n - Asynchronous framework with WSGI support.\n\n\ngevent\n - A coroutine-based Python networking library that uses \ngreenlet\n.\n\n\nmultiprocessing\n - (Python standard library) Process-based \"threading\" interface.\n\n\nthreading\n - (Python standard library) Higher-level threading interface.\n\n\nTomorrow\n - Magic decorator syntax for asynchronous code.\n\n\nuvloop\n - Ultra fast implementation of asyncio event loop on top of libuv.\n\n\n\n\nConfiguration\n\n\nLibraries for storing and parsing configuration options.\n\n\n\n\nconfig\n - Hierarchical config from the author of \nlogging\n.\n\n\nConfigObj\n - INI file parser with validation.\n\n\nConfigParser\n - (Python standard library) INI file parser.\n\n\nprofig\n - Config from multiple formats with value conversion.\n\n\npython-decouple\n - Strict separation of settings from code.\n\n\n\n\nCryptography\n\n\n\n\ncryptography\n - A package designed to expose cryptographic primitives and recipes to Python developers.\n\n\nhashids\n - Implementation of \nhashids\n in Python.\n\n\nParamiko\n - A Python (2.6+, 3.3+) implementation of the SSHv2 protocol, providing both client and server functionality.\n\n\nPasslib\n - Secure password storage/hashing library, very high level.\n\n\nPyNacl\n - Python binding to the Networking and Cryptography (NaCl) library.\n\n\n\n\nData Analysis\n\n\nLibraries for data analyzing.\n\n\n\n\nBlaze\n - NumPy and Pandas interface to Big Data.\n\n\nOpen Mining\n - Business Intelligence (BI) in Pandas interface.\n\n\nOrange\n - Data mining, data visualization, analysis and machine learning through visual programming or scripts.\n\n\nPandas\n - A library providing high-performance, easy-to-use data structures and data analysis tools.\n\n\n\n\nData Validation\n\n\nLibraries for validating data. Used for forms in many cases.\n\n\n\n\nCerberus\n - A lightweight and extensible data validation library.\n\n\ncolander\n - Validating and deserializing data obtained via XML, JSON, an HTML form post.\n\n\njsonschema\n - An implementation of \nJSON Schema\n for Python.\n\n\nschema\n - A library for validating Python data structures.\n\n\nSchematics\n - Data Structure Validation.\n\n\nvalideer\n - Lightweight extensible data validation and adaptation library.\n\n\nvoluptuous\n - A Python data validation library.\n\n\n\n\nData Visualization\n\n\nLibraries for visualizing data. See: \nawesome-javascript\n.\n\n\n\n\nAltair\n - Declarative statistical visualization library for Python.\n\n\nBokeh\n - Interactive Web Plotting for Python.\n\n\nggplot\n - Same API as ggplot2 for R.\n\n\nMatplotlib\n - A Python 2D plotting library.\n\n\nPygal\n - A Python SVG Charts Creator.\n\n\nPyGraphviz\n - Python interface to \nGraphviz\n.\n\n\nPyQtGraph\n - Interactive and realtime 2D/3D/Image plotting and science/engineering widgets.\n\n\nSeaborn\n - Statistical data visualization using Matplotlib.\n\n\nVisPy\n - High-performance scientific visualization based on OpenGL.\n\n\n\n\nDatabase\n\n\nDatabases implemented in Python.\n\n\n\n\npickleDB\n - A simple and lightweight key-value store for Python.\n\n\nPipelineDB\n - The Streaming SQL Database.\n\n\nTinyDB\n - A tiny, document-oriented database.\n\n\nZODB\n - A native object database for Python. A key-value and object graph database.\n\n\n\n\nDatabase Drivers\n\n\nLibraries for connecting and operating databases.\n\n\n\n\nMySQL - \nawesome-mysql\n\n\nmysql-python\n - The MySQL database connector for Python.\n\n\nmysqlclient\n - mysql-python fork supporting Python 3.\n\n\noursql\n - A better MySQL connector with support for native prepared statements and BLOBs.\n\n\nPyMySQL\n - Pure Python MySQL driver compatible to mysql-python.\n\n\n\n\n\n\nPostgreSQL\n\n\npsycopg2\n - The most popular PostgreSQL adapter for Python.\n\n\nqueries\n - A wrapper of the psycopg2 library for interacting with PostgreSQL.\n\n\ntxpostgres\n - Twisted based asynchronous driver for PostgreSQL.\n\n\n\n\n\n\nOther Relational Databases\n\n\napsw\n - Another Python SQLite wrapper.\n\n\ndataset\n - Store Python dicts in a database - works with SQLite, MySQL, and PostgreSQL.\n\n\npymssql\n - A simple database interface to Microsoft SQL Server.\n\n\n\n\n\n\nNoSQL Databases\n\n\ncassandra-python-driver\n - Python driver for Cassandra.\n\n\nHappyBase\n - A developer-friendly library for Apache HBase.\n\n\nPlyvel\n - A fast and feature-rich Python interface to LevelDB.\n\n\npy2neo\n - Python wrapper client for Neo4j's restful interface.\n\n\npycassa\n - Python Thrift driver for Cassandra.\n\n\nPyMongo\n - The official Python client for MongoDB.\n\n\nredis-py\n - The Redis Python Client.\n\n\ntelephus\n - Twisted based client for Cassandra.\n\n\ntxRedis\n - Twisted based client for Redis.\n\n\n\n\n\n\n\n\nDate and Time\n\n\nLibraries for working with dates and times.\n\n\n\n\narrow\n - Better dates & times for Python.\n\n\nChronyk\n - A Python 3 library for parsing human-written times and dates.\n\n\ndateutil\n - Extensions to the standard Python \ndatetime\n module.\n\n\ndelorean\n - A library for clearing up the inconvenient truths that arise dealing with datetimes.\n\n\nmoment\n - A Python library for dealing with dates/times. Inspired by \nMoment.js\n.\n\n\nPendulum\n - Python datetimes made easy.\n\n\nPyTime\n - A easy-use Python module which aims to operate date/time/datetime by string.\n\n\npytz\n - World timezone definitions, modern and historical. Brings the \ntz database\n into Python.\n\n\nwhen.py\n - Providing user-friendly functions to help perform common date and time actions.\n\n\n\n\nDebugging Tools\n\n\nLibraries for debugging code.\n\n\n\n\npdb-like Debugger\n\n\nipdb\n - IPython-enabled \npdb\n.\n\n\npdb++\n - Another drop-in replacement for pdb.\n\n\npudb\n - A full-screen, console-based Python debugger.\n\n\nremote-pdb\n - Remote vanilla PDB (over TCP sockets).\n\n\nwdb\n - An improbable web debugger through WebSockets.\n\n\n\n\n\n\nProfiler\n\n\nline_profiler\n - Line-by-line profiling.\n\n\nmemory_profiler\n - Monitor Memory usage of Python code.\n\n\nprofiling\n - An interactive Python profiler.\n\n\nvprof\n - Visual Python profiler.\n\n\n\n\n\n\nOthers\n\n\ndjango-debug-toolbar\n - Display various debug information for Django.\n\n\ndjango-devserver\n - A drop-in replacement for Django's runserver.\n\n\nflask-debugtoolbar\n - A port of the django-debug-toolbar to flask.\n\n\nhunter\n - Hunter is a flexible code tracing toolkit.\n\n\nlptrace\n - \nstrace\n for Python programs.\n\n\nmanhole\n - Debug service that will accept unix domain socket connections and present the stacktraces for all threads and an interactive prompt.\n\n\npyelftools\n - Parsing and analyzing ELF files and DWARF debugging information.\n\n\npyringe\n - Debugger capable of attaching to and injecting code into Python processes.\n\n\n\n\n\n\n\n\nDeep Learning\n\n\nFrameworks for Neural Networks and Deep Learning. See: \nawesome-deep-learning\n.\n\n\n\n\nCaffe\n - A fast open framework for deep learning..\n\n\nKeras\n - A high-level neural networks library and capable of running on top of either TensorFlow or Theano.\n\n\nMXNet\n - A deep learning framework designed for both efficiency and flexibility.\n\n\nNeupy\n - Running and testing different Artificial Neural Networks algorithms.\n\n\nPytorch\n - Tensors and Dynamic neural networks in Python with strong GPU acceleration.\n\n\nTensorFlow\n - The most popular Deep Learning framework created by Google.\n\n\nTheano\n - A library for fast numerical computation.\n\n\n\n\nDevOps Tools\n\n\nSoftware and libraries for DevOps.\n\n\n\n\nAnsible\n - A radically simple IT automation platform.\n\n\nCloud-Init\n - A multi-distribution package that handles early initialization of a cloud instance.\n\n\ncuisine\n - Chef-like functionality for Fabric.\n\n\nDocker Compose\n - Fast, isolated development environments using \nDocker\n.\n\n\nFabric\n - A simple, Pythonic tool for remote execution and deployment.\n\n\nFabtools\n - Tools for writing awesome Fabric files.\n\n\nhoncho\n - A Python clone of \nForeman\n, for managing Procfile-based applications.\n\n\nOpenStack\n - Open source software for building private and public clouds.\n\n\npexpect\n - Controlling interactive programs in a pseudo-terminal like GNU expect.\n\n\npsutil\n - A cross-platform process and system utilities module.\n\n\nSaltStack\n - Infrastructure automation and management system.\n\n\nsupervisor\n - Supervisor process control system for UNIX.\n\n\n\n\nDistribution\n\n\nLibraries to create packaged executables for release distribution.\n\n\n\n\ndh-virtualenv\n - Build and distribute a virtualenv as a Debian package.\n\n\nNuitka\n - Compile scripts, modules, packages to an executable or extension module.\n\n\npy2app\n - Freezes Python scripts (Mac OS X).\n\n\npy2exe\n - Freezes Python scripts (Windows).\n\n\nPyInstaller\n - Converts Python programs into stand-alone executables (cross-platform).\n\n\npynsist\n - A tool to build Windows installers, installers bundle Python itself.\n\n\n\n\nDocumentation\n\n\nLibraries for generating project documentation.\n\n\n\n\nSphinx\n - Python Documentation generator.\n\n\nawesome-sphinxdoc\n\n\n\n\n\n\nMkDocs\n - Markdown friendly documentation generator.\n\n\npdoc\n - Epydoc replacement to auto generate API documentation for Python libraries.\n\n\nPycco\n - The literate-programming-style documentation generator.\n\n\n\n\nDownloader\n\n\nLibraries for downloading.\n\n\n\n\ns3cmd\n - A command line tool for managing Amazon S3 and CloudFront.\n\n\ns4cmd\n - Super S3 command line tool, good for higher performance.\n\n\nyou-get\n - A YouTube/Youku/Niconico video downloader written in Python 3.\n\n\nyoutube-dl\n - A small command-line program to download videos from YouTube.\n\n\n\n\nE-commerce\n\n\nFrameworks and libraries for e-commerce and payments.\n\n\n\n\nalipay\n - Unofficial Alipay API for Python.\n\n\nCartridge\n - A shopping cart app built using the Mezzanine.\n\n\ndjango-oscar\n - An open-source e-commerce framework for Django.\n\n\ndjango-shop\n - A Django based shop system.\n\n\nmerchant\n - A Django app to accept payments from various payment processors.\n\n\nmoney\n - Money class with optional CLDR-backed locale-aware formatting and an extensible currency exchange solution.\n\n\npython-currencies\n - Display money format and its filthy currencies.\n\n\nforex-python\n - Foreign exchange rates, Bitcoin price index and currency conversion.\n\n\nshoop\n - An open source E-Commerce platform based on Django.\n\n\n\n\nEditor Plugins and IDEs\n\n\n\n\nEmacs\n\n\nElpy\n - Emacs Python Development Environment.\n\n\n\n\n\n\nSublime Text\n\n\nAnaconda\n - Anaconda turns your Sublime Text 3 in a full featured Python development IDE.\n\n\nSublimeJEDI\n - A Sublime Text plugin to the awesome auto-complete library Jedi.\n\n\n\n\n\n\nVim\n\n\nJedi-vim\n - Vim bindings for the Jedi auto-completion library for Python.\n\n\nPython-mode\n - An all in one plugin for turning Vim into a Python IDE.\n\n\nYouCompleteMe\n - Includes \nJedi\n-based completion engine for Python.\n\n\n\n\n\n\nVisual Studio\n\n\nPTVS\n - Python Tools for Visual Studio.\n\n\n\n\n\n\nVisual Studio Code\n\n\nPython\n - An extension with rich support for the Python language, with features including linting, IntelliSense, formatting, refactoring, debugging, unit tests, and jupyter support.\n\n\nMagic Python\n - Cutting edge Python syntax highlighter for Sublime Text, Atom, and Visual Studio Code. Used by GitHub to highlight your Python code!\n\n\n\n\n\n\nIDE\n\n\nLiClipse\n - Free polyglot IDE based on Eclipse. Uses PyDev for Python support.\n\n\nPyCharm\n - Commercial Python IDE by JetBrains. Has free community edition available.\n\n\nSpyder\n - Open Source Python IDE.\n\n\n\n\n\n\n\n\nEmail\n\n\nLibraries for sending and parsing email.\n\n\n\n\nenvelopes\n - Mailing for human beings.\n\n\nflanker\n - A email address and Mime parsing library.\n\n\nimbox\n - Python IMAP for Humans.\n\n\ninbox.py\n - Python SMTP Server for Humans.\n\n\nlamson\n - Pythonic SMTP Application Server.\n\n\nMarrow Mailer\n - High-performance extensible mail delivery framework.\n\n\nmodoboa\n - A mail hosting and management platform including a modern and simplified Web UI.\n\n\nNylas Sync Engine\n - Providing a RESTful API on top of a powerful email sync platform.\n\n\nyagmail\n - Yet another Gmail/SMTP client.\n\n\n\n\nEnvironment Management\n\n\nLibraries for Python version and environment management.\n\n\n\n\nPipenv\n - Sacred Marriage of Pipfile, Pip, & Virtualenv.\n\n\np\n - Dead simple interactive Python version management.\n\n\npyenv\n - Simple Python version management.\n\n\nvenv\n - (Python standard library in Python 3.3+) Creating lightweight virtual environments.\n\n\nvirtualenv\n - A tool to create isolated Python environments.\n\n\nvirtualenvwrapper\n - A set of extensions to virtualenv.\n\n\n\n\nFiles\n\n\nLibraries for file manipulation and MIME type detection.\n\n\n\n\nimghdr\n - (Python standard library) Determine the type of an image.\n\n\nmimetypes\n - (Python standard library) Map filenames to MIME types.\n\n\npath.py\n - A module wrapper for \nos.path\n.\n\n\npathlib\n - (Python standard library in Python 3.4+) An cross-platform, object-oriented path library.\n\n\npython-magic\n - A Python interface to the libmagic file type identification library.\n\n\nUnipath\n - An object-oriented approach to file/directory operations.\n\n\nwatchdog\n - API and shell utilities to monitor file system events.\n\n\n\n\nForeign Function Interface\n\n\nLibraries for providing foreign function interface.\n\n\n\n\ncffi\n - Foreign Function Interface for Python calling C code.\n\n\nctypes\n - (Python standard library) Foreign Function Interface for Python calling C code.\n\n\nPyCUDA\n - A Python wrapper for Nvidia's CUDA API.\n\n\nSWIG\n - Simplified Wrapper and Interface Generator.\n\n\n\n\nForms\n\n\nLibraries for working with forms.\n\n\n\n\nDeform\n - Python HTML form generation library influenced by the formish form generation library.\n\n\ndjango-bootstrap3\n - Bootstrap 3 integration with Django.\n\n\ndjango-crispy-forms\n - A Django app which lets you create beautiful forms in a very elegant and DRY way.\n\n\ndjango-remote-forms\n - A platform independent Django form serializer.\n\n\nWTForms\n - A flexible forms validation and rendering library.\n\n\n\n\nFunctional Programming\n\n\nFunctional Programming with Python.\n\n\n\n\nCyToolz\n - Cython implementation of Toolz: High performance functional utilities.\n\n\nfn.py\n - Functional programming in Python: implementation of missing features to enjoy FP.\n\n\nfuncy\n - A fancy and practical functional tools.\n\n\nToolz\n - A collection of functional utilities for iterators, functions, and dictionaries.\n\n\n\n\nGUI\n\n\nLibraries for working with graphical user interface applications.\n\n\n\n\ncurses\n - Built-in wrapper for \nncurses\n used to create terminal GUI applications.\n\n\nenaml\n - Creating beautiful user-interfaces with Declaratic Syntax like QML.\n\n\nFlexx\n - Flexx is a pure Python toolkit for creating GUI's, that uses web technology for its rendering.\n\n\nkivy\n - A library for creating NUI applications, running on Windows, Linux, Mac OS X, Android and iOS.\n\n\npyglet\n - A cross-platform windowing and multimedia library for Python.\n\n\nPyGObject\n - Python Bindings for GLib/GObject/GIO/GTK+ (GTK+3)\n\n\nPyQt\n - Python bindings for the \nQt\n cross-platform application and UI framework, with support for both Qt v4 and Qt v5 frameworks.\n\n\nPySide\n - Python bindings for the \nQt\n cross-platform application and UI framework, supporting the Qt v4 framework.\n\n\npywebview\n - A lightweight cross-platform native wrapper around a webview component that allows to display HTML content in its own native dedicated window\n\n\nTkinter\n - Tkinter is Python's de-facto standard GUI package.\n\n\nToga\n - A Python native, OS native GUI toolkit.\n\n\nurwid\n - A library for creating terminal GUI applications with strong support for widgets, events, rich colors, etc.\n\n\nwxPython\n - A blending of the wxWidgets C++ class library with the Python.\n\n\n\n\nGame Development\n\n\nAwesome game development libraries.\n\n\n\n\nCocos2d\n - cocos2d is a framework for building 2D games, demos, and other graphical/interactive applications. It is based on pyglet.\n\n\nPanda3D\n - 3D game engine developed by Disney and maintained by Carnegie Mellon's Entertainment Technology Center. Written in C++, completely wrapped in Python.\n\n\nPygame\n - Pygame is a set of Python modules designed for writing games.\n\n\nPyOgre\n - Python bindings for the Ogre 3D render engine, can be used for games, simulations, anything 3D.\n\n\nPyOpenGL\n - Python ctypes bindings for OpenGL and it's related APIs.\n\n\nPySDL2\n - A ctypes based wrapper for the SDL2 library.\n\n\nRenPy\n - A Visual Novel engine.\n\n\n\n\nGeolocation\n\n\nLibraries for geocoding addresses and working with latitudes and longitudes.\n\n\n\n\ndjango-countries\n - A Django app that provides country choices for use with forms, flag icons static files, and a country field for models.\n\n\nGeoDjango\n - A world-class geographic web framework.\n\n\nGeoIP\n - Python API for MaxMind GeoIP Legacy Database.\n\n\ngeojson\n - Python bindings and utilities for GeoJSON.\n\n\ngeopy\n - Python Geocoding Toolbox.\n\n\npygeoip\n - Pure Python GeoIP API.\n\n\n\n\nHTML Manipulation\n\n\nLibraries for working with HTML and XML.\n\n\n\n\nBeautifulSoup\n - Providing Pythonic idioms for iterating, searching, and modifying HTML or XML.\n\n\nbleach\n - A whitelist-based HTML sanitization and text linkification library.\n\n\ncssutils\n - A CSS library for Python.\n\n\nhtml5lib\n - A standards-compliant library for parsing and serializing HTML documents and fragments.\n\n\nlxml\n - A very fast, easy-to-use and versatile library for handling HTML and XML.\n\n\nMarkupSafe\n - Implements a XML/HTML/XHTML Markup safe string for Python.\n\n\npyquery\n - A jQuery-like library for parsing HTML.\n\n\nuntangle\n - Converts XML documents to Python objects for easy access.\n\n\nWeasyPrint\n - A visual rendering engine for HTML and CSS that can export to PDF.\n\n\nxmldataset\n - Simple XML Parsing.\n\n\nxmltodict\n - Working with XML feel like you are working with JSON.\n\n\n\n\nHTTP\n\n\nLibraries for working with HTTP.\n\n\n\n\ngrequests\n - requests + gevent for asynchronous HTTP requests.\n\n\nhttplib2\n - Comprehensive HTTP client library.\n\n\nrequests\n - HTTP Requests for Humans\u2122.\n\n\ntreq\n - Python requests like API built on top of Twisted's HTTP client.\n\n\nurllib3\n - A HTTP library with thread-safe connection pooling, file post support, sanity friendly.\n\n\n\n\nHardware\n\n\nLibraries for programming with hardware.\n\n\n\n\nino\n - Command line toolkit for working with \nArduino\n.\n\n\nkeyboard\n - Hook and simulate global keyboard events on Windows and Linux.\n\n\nmouse\n - Hook and simulate global mouse events on Windows and Linux.\n\n\nPingo\n - Pingo provides a uniform API to program devices like the Raspberry Pi, pcDuino, Intel Galileo, etc.\n\n\nPyro\n - Python Robotics.\n\n\nPyUserInput\n - A module for cross-platform control of the mouse and keyboard.\n\n\nscapy\n - A brilliant packet manipulation library.\n\n\nwifi\n - A Python library and command line tool for working with WiFi on Linux.\n\n\n\n\nImagery\n\n\nLibraries for manipulating images.\n\n\n\n\nhmap\n - Image histogram remapping.\n\n\nimgSeek\n - A project for searching a collection of images using visual similarity.\n\n\nnude.py\n - Nudity detection.\n\n\npagan\n - Retro identicon (Avatar) generation based on input string and hash.\n\n\npillow\n - Pillow is the friendly \nPIL\n fork.\n\n\npyBarcode\n - Create barcodes in Python without needing PIL.\n\n\npygram\n - Instagram-like image filters.\n\n\npython-qrcode\n - A pure Python QR Code generator.\n\n\nQuads\n - Computer art based on quadtrees.\n\n\nscikit-image\n - A Python library for (scientific) image processing.\n\n\nthumbor\n - A smart imaging service. It enables on-demand crop, re-sizing and flipping of images.\n\n\nwand\n - Python bindings for \nMagickWand\n, C API for ImageMagick.\n\n\n\n\nImplementations\n\n\nImplementations of Python.\n\n\n\n\nCLPython\n - Implementation of the Python programming language written in Common Lisp.\n\n\nCPython\n - \nDefault, most widely used implementation of the Python programming language written in C.\n\n\nCython\n - Optimizing Static Compiler for Python. Uses type mixins to compile Python into C or C++ modules resulting in large performance gains\n\n\nGrumpy\n - More compiler than interpreter as more powerful CPython2.7 replacement (alpha).\n\n\nIronPython\n - Implementation of the Python programming language written in C# targeting the .NET Framework and Mono.\n\n\nJython\n - Implementation of Python programming language written in Java for the Java virtual machine (JVM).\n\n\nMicroPython\n - MicroPython - a lean and efficient Python programming language implementation for microcontrollers and constrained systems\n\n\nNumba\n - Python JIT complier to LLVM aimed at scientific Python.\n\n\nPeachPy\n - x86-64 assembler embedded in Python. Can be used as inline assembler for Python or as a stand-alone assembler for Windows, Linux, OS X, Native Client and Go.\n\n\nPyjion\n - A JIT for Python based upon CoreCLR.\n\n\nPyPy\n - Implementation of the Python programming language written in RPython and translated into C. PyPy focuses on speed, efficiency and compatibility with the original CPython interpreter. The interpreter uses black magic to make Python very fast without having to add in additional type information.\n\n\nPySec\n - Hardened version of python that makes it easier for security professionals and developers to write applications more resilient to attacks and manipulations.\n\n\nPyston\n - A Python implementation built using LLVM and modern JIT techniques with the goal of achieving good performance.\n\n\nStackless Python\n - An enhanced version of the Python programming language which allows programmers to reap the benefits of thread-based programming without the performance and complexity problems associated with conventional threads.\n\n\n\n\nInteractive Interpreter\n\n\nInteractive Python interpreters (REPL).\n\n\n\n\nbpython\n - A fancy interface to the Python interpreter.\n\n\nJupyter Notebook (IPython)\n - A rich toolkit to help you make the most out of using Python interactively.\n\n\nptpython\n - Advanced Python REPL built on top of the \npython-prompt-toolkit\n.\n\n\n\n\nInternationalization\n\n\nLibraries for working with i18n.\n\n\n\n\nBabel\n - An internationalization library for Python.\n\n\nPyICU\n - A wrapper of International Components for Unicode C++ library (\nICU\n).\n\n\n\n\nJob Scheduler\n\n\nLibraries for scheduling jobs.\n\n\n\n\nAPScheduler\n - A light but powerful in-process task scheduler that lets you schedule functions.\n\n\ndjango-schedule\n - A calendaring app for Django.\n\n\ndoit\n - A task runner and build tool.\n\n\ngunnery\n - Multipurpose task execution tool for distributed systems with web-based interface.\n\n\nJoblib\n - A set of tools to provide lightweight pipelining in Python.\n\n\nPlan\n - Writing crontab file in Python like a charm.\n\n\nschedule\n - Python job scheduling for humans.\n\n\nSpiff\n - A powerful workflow engine implemented in pure Python.\n\n\nTaskFlow\n - A Python library that helps to make task execution easy, consistent and reliable.\n\n\n\n\nLogging\n\n\nLibraries for generating and working with logs.\n\n\n\n\nEliot\n - Logging for complex & distributed systems.\n\n\nlogbook\n - Logging replacement for Python.\n\n\nlogging\n - (Python standard library) Logging facility for Python.\n\n\nSentry\n - A realtime logging and aggregation server.\n\n\n\n\nMachine Learning\n\n\nLibraries for Machine Learning. See: \nawesome-machine-learning\n.\n\n\n\n\nMetrics\n - Machine learning evaluation metrics.\n\n\nNuPIC\n - Numenta Platform for Intelligent Computing.\n\n\nscikit-learn\n - The most popular Python library for Machine Learning.\n\n\nSpark ML\n - \nApache Spark\n's scalable Machine Learning library.\n\n\nvowpal_porpoise\n - A lightweight Python wrapper for \nVowpal Wabbit\n.\n\n\nxgboost\n - A scalable, portable, and distributed gradient boosting library.\n\n\n\n\nMapReduce\n\n\nFrameworks and libraries for MapReduce.\n\n\n\n\nPySpark\n - Apache Spark Python API.\n\n\nluigi\n - A module that helps you build complex pipelines of batch jobs.\n\n\nmrjob\n - Run MapReduce jobs on Hadoop or Amazon Web Services.\n\n\nstreamparse\n - Run Python code against real-time streams of data. Integrates with \nApache Storm\n.\n\n\ndask\n - A flexible parallel computing library for analytic computing.\n\n\n\n\nMicrosoft Windows\n\n\nPython programming on Microsoft Windows.\n\n\n\n\nPython(x,y)\n - Scientific-applications-oriented Python Distribution based on Qt and Spyder.\n\n\npythonlibs\n - Unofficial Windows binaries for Python extension packages.\n\n\nPythonNet\n - Python Integration with the .NET Common Language Runtime (CLR).\n\n\nPyWin32\n - Python Extensions for Windows.\n\n\nWinPython\n - Portable development environment for Windows 7/8.\n\n\n\n\nMiscellaneous\n\n\nUseful libraries or tools that don't fit in the categories above.\n\n\n\n\nattrs\n - Replacement for \n__init__\n, \n__eq__\n, \n__repr__\n, etc. boilerplate in class definitions.\n\n\nblinker\n - A fast Python in-process signal/event dispatching system.\n\n\nitsdangerous\n - Various helpers to pass trusted data to untrusted environments.\n\n\npluginbase\n - A simple but flexible plugin system for Python.\n\n\nPychievements\n - A framework for creating and tracking achievements.\n\n\nTryton\n - A general purpose business framework.\n\n\n\n\nNatural Language Processing\n\n\nLibraries for working with human languages.\n\n\n\n\ngensim\n - Topic Modelling for Humans.\n\n\nJieba\n - Chinese text segmentation.\n\n\nlangid.py\n - Stand-alone language identification system.\n\n\nNLTK\n - A leading platform for building Python programs to work with human language data.\n\n\nPattern\n - A web mining module for the Python.\n\n\npolyglot\n - Natural language pipeline supporting hundreds of languages.\n\n\nSnowNLP\n - A library for processing Chinese text.\n\n\nspaCy\n - A library for industrial-strength natural language processing in Python and Cython.\n\n\nTextBlob\n - Providing a consistent API for diving into common NLP tasks.\n\n\n\n\nNetwork Virtualization\n\n\nTools and libraries for Virtual Networking and SDN (Software Defined Networking).\n\n\n\n\nMininet\n - A popular network emulator and API written in Python.\n\n\nPOX\n - An open source development platform for Python-based Software Defined Networking (SDN) control applications, such as OpenFlow SDN controllers.\n\n\nPyretic\n - A member of the Frenetic family of SDN programming languages that provides powerful abstractions over network switches or emulators.\n\n\nSDX Platform\n - SDN based IXP implementation that leverages Mininet, POX and Pyretic.\n\n\n\n\nNetworking\n\n\nLibraries for networking programming.\n\n\n\n\nasyncio\n - (Python standard library) Asynchronous I/O, event loop, coroutines and tasks.\n\n\ndiesel\n - Greenlet-based event I/O Framework for Python.\n\n\npulsar\n - Event-driven concurrent framework for Python.\n\n\npyzmq\n - A Python wrapper for the ZeroMQ message library.\n\n\nTwisted\n - An event-driven networking engine.\n\n\ntxZMQ\n - Twisted based wrapper for the ZeroMQ message library.\n\n\nNAPALM\n - Cross-vendor API to manipulate network devices.\n\n\n\n\nNews Feed\n\n\nLibraries for building user's activities.\n\n\n\n\ndjango-activity-stream\n - Generating generic activity streams from the actions on your site.\n\n\nStream-Framework\n - Building newsfeed and notification systems using Cassandra and Redis.\n\n\n\n\nORM\n\n\nLibraries that implement Object-Relational Mapping or data mapping techniques.\n\n\n\n\nRelational Databases\n\n\nDjango Models\n - A part of Django.\n\n\nSQLAlchemy\n - The Python SQL Toolkit and Object Relational Mapper.\n\n\nawesome-sqlalchemy\n\n\n\n\n\n\nOrator\n -  The Orator ORM provides a simple yet beautiful ActiveRecord implementation.\n\n\nPeewee\n - A small, expressive ORM.\n\n\nPonyORM\n - ORM that provides a generator-oriented interface to SQL.\n\n\npyDAL\n - A pure Python Database Abstraction Layer.\n\n\npython-sql\n - Write SQL queries pythonically.\n\n\n\n\n\n\nNoSQL Databases\n\n\ndjango-mongodb-engine\n - Django MongoDB Backend.\n\n\nflywheel\n - Object mapper for Amazon DynamoDB.\n\n\nhot-redis\n - Rich Python data types for Redis.\n\n\nMongoEngine\n - A Python Object-Document-Mapper for working with MongoDB.\n\n\nPynamoDB\n - A Pythonic interface for \nAmazon DynamoDB\n.\n\n\nredisco\n - A Python Library for Simple Models and Containers Persisted in Redis.\n\n\n\n\n\n\nOthers\n\n\nbutterdb\n - A Python ORM for Google Drive Spreadsheets.\n\n\ndataset\n - A JSON-based database.\n\n\n\n\n\n\n\n\nPackage Management\n\n\nLibraries for package and dependency management.\n\n\n\n\npip\n - The Python package and dependency manager.\n\n\nPython Package Index\n\n\n\n\n\n\nconda\n - Cross-platform, Python-agnostic binary package manager.\n\n\nCurdling\n - Curdling is a command line tool for managing Python packages.\n\n\npip-tools\n - A set of tools to keep your pinned Python dependencies fresh.\n\n\nwheel\n - The new standard of Python distribution and are intended to replace eggs.\n\n\n\n\nPackage Repositories\n\n\nLocal PyPI repository server and proxies.\n\n\n\n\nwarehouse\n - Next generation Python Package Repository (PyPI).\n\n\nWarehouse\n\n\n\n\n\n\nbandersnatch\n - PyPI mirroring tool provided by Python Packaging Authority (PyPA).\n\n\ndevpi\n - PyPI server and packaging/testing/release tool.\n\n\nlocalshop\n - Local PyPI server (custom packages and auto-mirroring of pypi).\n\n\n\n\nPermissions\n\n\nLibraries that allow or deny users access to data or functionality.\n\n\n\n\nCarteblanche\n - Module to align code with thoughts of users and designers. Also magically handles navigation and permissions.\n\n\ndjango-guardian\n - Implementation of per object permissions for Django 1.2+\n\n\ndjango-rules\n - A tiny but powerful app providing object-level permissions to Django, without requiring a database.\n\n\n\n\nProcesses\n\n\nLibraries for starting and communicating with OS processes.\n\n\n\n\ndelegator.py\n - \nSubprocesses\n for Humans\u2122 2.0.\n\n\nsarge\n - Yet another wrapper for subprocess.\n\n\nsh\n - A full-fledged subprocess replacement for Python.\n\n\n\n\nQueue\n\n\nLibraries for working with event and task queues.\n\n\n\n\ncelery\n - An asynchronous task queue/job queue based on distributed message passing.\n\n\nhuey\n - Little multi-threaded task queue.\n\n\nmrq\n - Mr. Queue - A distributed worker task queue in Python using Redis & gevent.\n\n\nrq\n - Simple job queues for Python.\n\n\nsimpleq\n - A simple, infinitely scalable, Amazon SQS based queue.\n\n\n\n\nRecommender Systems\n\n\nLibraries for building recommender systems.\n\n\n\n\nannoy\n - Approximate Nearest Neighbors in C++/Python optimized for memory usage.\n\n\nfastFM\n - A library for Factorization Machines.\n\n\nimplicit\n - A fast Python implementation of collaborative filtering for implicit datasets.\n\n\nlibffm\n - A library for Field-aware Factorization Machine (FFM).\n\n\nLightFM\n - A Python implementation of a number of popular recommendation algorithms.\n\n\nsurprise\n - A scikit for building and analyzing recommender systems.\n\n\n\n\nRESTful API\n\n\nLibraries for developing RESTful APIs.\n\n\n\n\nDjango\n\n\ndjango-rest-framework\n - A powerful and flexible toolkit to build web APIs.\n\n\ndjango-tastypie\n - Creating delicious APIs for Django apps.\n\n\n\n\n\n\nFlask\n\n\neve\n - REST API framework powered by Flask, MongoDB and good intentions.\n\n\nflask-api-utils\n - Taking care of API representation and authentication for Flask.\n\n\nflask-api\n - Browsable Web APIs for Flask.\n\n\nflask-restful\n - Quickly building REST APIs for Flask.\n\n\nflask-restless\n - Generating RESTful APIs for database models defined with SQLAlchemy.\n\n\n\n\n\n\nPyramid\n\n\ncornice\n - A RESTful framework for Pyramid.\n\n\n\n\n\n\nFramework agnostic\n\n\nfalcon\n - A high-performance framework for building cloud APIs and web app backends.\n\n\nhug\n - A Python3 framework for cleanly exposing APIs over HTTP and the Command Line with automatic documentation and validation.\n\n\nrestless\n - Framework agnostic REST framework based on lessons learned from Tastypie.\n\n\nripozo\n - Quickly creating REST/HATEOAS/Hypermedia APIs.\n\n\nsandman\n - Automated REST APIs for existing database-driven systems.\n\n\n\n\n\n\n\n\nRPC Servers\n\n\nRPC-compatible servers.\n\n\n\n\nSimpleJSONRPCServer\n - This library is an implementation of the JSON-RPC specification.\n\n\nSimpleXMLRPCServer\n - (Python standard library) Simple XML-RPC server implementation, single-threaded.\n\n\nzeroRPC\n - zerorpc is a flexible RPC implementation based on \nZeroMQ\n and \nMessagePack\n.\n\n\n\n\nScience\n\n\nLibraries for scientific computing.\n\n\n\n\nastropy\n - A community Python library for Astronomy.\n\n\nbcbio-nextgen\n - Providing best-practice pipelines for fully automated high throughput sequencing analysis.\n\n\nbccb\n - Collection of useful code related to biological analysis.\n\n\nBiopython\n - Biopython is a set of freely available tools for biological computation.\n\n\ncclib\n - A library for parsing and interpreting the results of computational chemistry packages.\n\n\nNetworkX\n - A high-productivity software for complex networks.\n\n\nNIPY\n - A collection of neuroimaging toolkits.\n\n\nNumPy\n - A fundamental package for scientific computing with Python.\n\n\nOpen Babel\n - A chemical toolbox designed to speak the many languages of chemical data.\n\n\nObsPy\n - A Python toolbox for seismology.\n\n\nPyDy\n - Short for Python Dynamics, used to assist with workflow in the modeling of dynamic motion.\n\n\nPyMC\n - Markov Chain Monte Carlo sampling toolkit.\n\n\nRDKit\n - Cheminformatics and Machine Learning Software.\n\n\nSciPy\n - A Python-based ecosystem of open-source software for mathematics, science, and engineering.\n\n\nstatsmodels\n - Statistical modeling and econometrics in Python.\n\n\nSymPy\n - A Python library for symbolic mathematics.\n\n\nZipline\n - A Pythonic algorithmic trading library.\n\n\nSimPy\n -  A process-based discrete-event simulation framework.\n\n\n\n\nSearch\n\n\nLibraries and software for indexing and performing search queries on data.\n\n\n\n\ndjango-haystack\n - Modular search for Django.\n\n\nelasticsearch-dsl-py\n - The official high-level Python client for Elasticsearch.\n\n\nelasticsearch-py\n - The official low-level Python client for \nElasticsearch\n.\n\n\nesengine\n - ElasticSearch ODM (Object Document Mapper) for Python.\n\n\npysolr\n - A lightweight Python wrapper for Apache Solr (incl. SolrCloud awareness).\n\n\nsolrpy\n - A Python client for \nsolr\n.\n\n\nWhoosh\n - A fast, pure Python search engine library.\n\n\n\n\nSerialization\n\n\nLibraries for serializing complex data types\n\n\n\n\nmarshmallow\n - marshmallow is an ORM/ODM/framework-agnostic library for converting complex datatypes, such as objects, to and from native Python datatypes.\n\n\n\n\nServerless Frameworks\n\n\nFrameworks for developing serverless Python code.\n\n\n\n\napex\n - Build, deploy, and manage \nAWS Lambda\n functions with ease.\n\n\npython-lambda\n - A toolkit for developing and deploying Python code in AWS Lambda.\n\n\nZappa\n - A tool for deploying WSGI applications on AWS Lambda and API Gateway.\n\n\n\n\nSpecific Formats Processing\n\n\nLibraries for parsing and manipulating specific text formats.\n\n\n\n\nGeneral\n\n\ntablib\n - A module for Tabular Datasets in XLS, CSV, JSON, YAML.\n\n\n\n\n\n\nOffice\n\n\nMarmir\n - Takes Python data structures and turns them into spreadsheets.\n\n\nopenpyxl\n - A library for reading and writing Excel 2010 xlsx/xlsm/xltx/xltm files.\n\n\npyexcel\n - Providing one API for reading, manipulating and writing csv, ods, xls, xlsx and xlsm files.\n\n\npython-docx\n - Reads, queries and modifies Microsoft Word 2007/2008 docx files.\n\n\nrelatorio\n - Templating OpenDocument files.\n\n\nunoconv\n - Convert between any document format supported by LibreOffice/OpenOffice.\n\n\nXlsxWriter\n - A Python module for creating Excel .xlsx files.\n\n\nxlwings\n - A BSD-licensed library that makes it easy to call Python from Excel and vice versa.\n\n\nxlwt\n / \nxlrd\n - Writing and reading data and formatting information from Excel files.\n\n\n\n\n\n\nPDF\n\n\nPDFMiner\n - A tool for extracting information from PDF documents.\n\n\nPyPDF2\n - A library capable of splitting, merging and transforming PDF pages.\n\n\nReportLab\n - Allowing Rapid creation of rich PDF documents.\n\n\n\n\n\n\nMarkdown\n\n\nMistune\n - Fastest and full featured pure Python parsers of Markdown.\n\n\nPython-Markdown\n - A Python implementation of John Gruber\u2019s Markdown.\n\n\n\n\n\n\nYAML\n\n\nPyYAML\n - YAML implementations for Python.\n\n\n\n\n\n\nCSV\n\n\ncsvkit\n - Utilities for converting to and working with CSV.\n\n\n\n\n\n\nArchive\n\n\nunp\n - A command line tool that can unpack archives easily.\n\n\n\n\n\n\n\n\nStatic Site Generator\n\n\nStatic site generator is a software that takes some text + templates as input and produces HTML files on the output.\n\n\n\n\nCactus\n - Static site generator for designers.\n\n\nHyde\n - Jinja2-based static web site generator.\n\n\nLektor\n - An easy to use static CMS and blog engine.\n\n\nNikola\n - A static website and blog generator.\n\n\nPelican\n - Uses Markdown or ReST for content and Jinja 2 for themes. Supports DVCS, Disqus. AGPL.\n\n\nTinkerer\n - Tinkerer is a blogging engine/.static website generator powered by Sphinx.\n\n\n\n\nTagging\n\n\nLibraries for tagging items.\n\n\n\n\ndjango-taggit\n - Simple tagging for Django.\n\n\n\n\nTemplate Engine\n\n\nLibraries and tools for templating and lexing.\n\n\n\n\nGenshi\n - Python templating toolkit for generation of web-aware output.\n\n\nJinja2\n - A modern and designer friendly templating language.\n\n\nMako\n - Hyperfast and lightweight templating for the Python platform.\n\n\n\n\nTesting\n\n\nLibraries for testing codebases and generating test data.\n\n\n\n\nTesting Frameworks\n\n\nhypothesis\n - Hypothesis is an advanced Quickcheck style property based testing library.\n\n\nmamba\n - The definitive testing tool for Python. Born under the banner of BDD.\n\n\nnose\n - A nicer unittest for Python.\n\n\nnose2\n - The successor to nose, based on unittest2.\n\n\npytest\n - A mature full-featured Python testing tool.\n\n\nRobot Framework\n - A generic test automation framework.\n\n\nunittest\n - (Python standard library) Unit testing framework.\n\n\n\n\n\n\nTest Runners\n\n\ngreen\n - A clean, colorful test runner.\n\n\ntox\n - Auto builds and tests distributions in multiple Python versions\n\n\n\n\n\n\nGUI / Web Testing\n\n\nlocust\n - Scalable user load testing tool written in Python.\n\n\nPyAutoGUI\n - PyAutoGUI is a cross-platform GUI automation Python module for human beings.\n\n\nSelenium\n - Python bindings for \nSelenium\n WebDriver.\n\n\nsixpack\n - A language-agnostic A/B Testing framework.\n\n\nsplinter\n - Open source tool for testing web applications.\n\n\n\n\n\n\nMock\n\n\ndoublex\n - Powerful test doubles framework for Python.\n\n\nfreezegun\n - Travel through time by mocking the datetime module.\n\n\nhttmock\n - A mocking library for requests for Python 2.6+ and 3.2+.\n\n\nhttpretty\n - HTTP request mock tool for Python.\n\n\nmock\n - (Python standard library) A mocking and patching library.\n\n\nresponses\n - A utility library for mocking out the requests Python library.\n\n\nVCR.py\n - Record and replay HTTP interactions on your tests.\n\n\n\n\n\n\nObject Factories\n\n\nfactory_boy\n - A test fixtures replacement for Python.\n\n\nmixer\n - Another fixtures replacement. Supported Django, Flask, SQLAlchemy, Peewee and etc.\n\n\nmodel_mommy\n - Creating random fixtures for testing in Django.\n\n\n\n\n\n\nCode Coverage\n\n\ncoverage\n - Code coverage measurement.\n\n\n\n\n\n\nFake Data\n\n\nmimesis\n - is a Python library that help you generate fake data.\n\n\nfake2db\n - Fake database generator.\n\n\nfaker\n - A Python package that generates fake data.\n\n\nradar\n - Generate random datetime / time.\n\n\n\n\n\n\nError Handler\n\n\nFuckIt.py\n - FuckIt.py uses state-of-the-art technology to make sure your Python code runs whether it has any right to or not.\n\n\n\n\n\n\n\n\nText Processing\n\n\nLibraries for parsing and manipulating plain texts.\n\n\n\n\nGeneral\n\n\nchardet\n - Python 2/3 compatible character encoding detector.\n\n\ndifflib\n - (Python standard library) Helpers for computing deltas.\n\n\nftfy\n - Makes Unicode text less broken and more consistent automagically.\n\n\nfuzzywuzzy\n - Fuzzy String Matching.\n\n\nLevenshtein\n - Fast computation of Levenshtein distance and string similarity.\n\n\npangu.py\n - Spacing texts for CJK and alphanumerics.\n\n\npyfiglet\n - An implementation of figlet written in Python.\n\n\npypinyin\n - Convert Chinese hanzi to pinyin.\n\n\nshortuuid\n - A generator library for concise, unambiguous and URL-safe UUIDs.\n\n\nunidecode\n - ASCII transliterations of Unicode text.\n\n\nuniout\n - Print readable chars instead of the escaped string.\n\n\nxpinyin\n - A library to translate Chinese hanzi (\u6f22\u5b57) to pinyin (\u62fc\u97f3).\n\n\n\n\n\n\nSlugify\n\n\nawesome-slugify\n - A Python slugify library that can preserve unicode.\n\n\npython-slugify\n - A Python slugify library that translates unicode to ASCII.\n\n\nunicode-slugify\n - A slugifier that generates unicode slugs with Django as a dependency.\n\n\n\n\n\n\nParser\n\n\nphonenumbers\n - Parsing, formatting, storing and validating international phone numbers.\n\n\nPLY\n - Implementation of lex and yacc parsing tools for Python\n\n\nPygments\n - A generic syntax highlighter.\n\n\npyparsing\n - A general purpose framework for generating parsers.\n\n\npython-nameparser\n - Parsing human names into their individual components.\n\n\npython-user-agents\n - Browser user agent parser.\n\n\nsqlparse\n - A non-validating SQL parser.\n\n\n\n\n\n\n\n\nThird-party APIs\n\n\nLibraries for accessing third party services APIs. See: \nList of Python API Wrappers and Libraries\n.\n\n\n\n\napache-libcloud\n - One Python library for all clouds.\n\n\nboto3\n - Python interface to Amazon Web Services.\n\n\ndjango-wordpress\n - WordPress models and views for Django.\n\n\nfacebook-sdk\n - Facebook Platform Python SDK.\n\n\nfacepy\n - Facepy makes it really easy to interact with Facebook's Graph API\n\n\ngmail\n - A Pythonic interface for Gmail.\n\n\ngoogle-api-python-client\n - Google APIs Client Library for Python.\n\n\ngspread\n - Google Spreadsheets Python API.\n\n\ntwython\n - A Python wrapper for the Twitter API.\n\n\n\n\nURL Manipulation\n\n\nLibraries for parsing URLs.\n\n\n\n\nfurl\n - A small Python library that makes parsing and manipulating URLs easy.\n\n\npurl\n - A simple, immutable URL class with a clean API for interrogation and manipulation.\n\n\npyshorteners\n - A pure Python URL shortening lib.\n\n\nshort_url\n - Python implementation for generating Tiny URL and bit.ly-like URLs.\n\n\nwebargs\n - A friendly library for parsing HTTP request arguments, with built-in support for popular web frameworks, including Flask, Django, Bottle, Tornado, and Pyramid.\n\n\n\n\nVideo\n\n\nLibraries for manipulating video and GIFs.\n\n\n\n\nmoviepy\n - A module for script-based movie editing with many formats, including animated GIFs.\n\n\nscikit-video\n - Video processing routines for SciPy.\n\n\n\n\nWSGI Servers\n\n\nWSGI-compatible web servers.\n\n\n\n\nbjoern\n - Asynchronous, very fast and written in C.\n\n\nfapws3\n - Asynchronous (network side only), written in C.\n\n\ngunicorn\n - Pre-forked, partly written in C.\n\n\nmeinheld\n - Asynchronous, partly written in C.\n\n\nnetius\n - Asynchronous, very fast.\n\n\npaste\n - Multi-threaded, stable, tried and tested.\n\n\nrocket\n - Multi-threaded.\n\n\nuWSGI\n - A project aims at developing a full stack for building hosting services, written in C.\n\n\nwaitress\n - Multi-threaded, powers Pyramid.\n\n\nWerkzeug\n - A WSGI utility library for Python that powers Flask and can easily be embedded into your own projects.\n\n\n\n\nWeb Content Extracting\n\n\nLibraries for extracting web contents.\n\n\n\n\nHaul\n - An Extensible Image Crawler.\n\n\nhtml2text\n - Convert HTML to Markdown-formatted text.\n\n\nlassie\n - Web Content Retrieval for Humans.\n\n\nmicawber\n - A small library for extracting rich content from URLs.\n\n\nnewspaper\n - News extraction, article extraction and content curation in Python.\n\n\nopengraph\n - A Python module to parse the Open Graph Protocol\n\n\npython-goose\n - HTML Content/Article Extractor.\n\n\npython-readability\n - Fast Python port of arc90's readability tool.\n\n\nsanitize\n - Bringing sanity to world of messed-up data.\n\n\nsumy\n - A module for automatic summarization of text documents and HTML pages.\n\n\ntextract\n - Extract text from any document, Word, PowerPoint, PDFs, etc.\n\n\n\n\nWeb Crawling\n\n\nLibraries for scraping websites.\n\n\n\n\ncola\n - A distributed crawling framework.\n\n\nDemiurge\n - PyQuery-based scraping micro-framework.\n\n\nfeedparser\n - Universal feed parser.\n\n\nGrab\n - Site scraping framework.\n\n\nMechanicalSoup\n - A Python library for automating interaction with websites.\n\n\nportia\n - Visual scraping for Scrapy.\n\n\npyspider\n - A powerful spider system.\n\n\nRoboBrowser\n - A simple, Pythonic library for browsing the web without a standalone web browser.\n\n\nScrapy\n - A fast high-level screen scraping and web crawling framework.\n\n\n\n\nWeb Frameworks\n\n\nFull stack web frameworks.\n\n\n\n\nBottle\n - A fast, simple and lightweight WSGI micro web-framework.\n\n\nCherryPy\n - A minimalist Python web framework, HTTP/1.1-compliant and WSGI thread-pooled.\n\n\nDjango\n - The most popular web framework in Python.\n\n\nawesome-django\n\n\n\n\n\n\nFlask\n - A microframework for Python.\n\n\nawesome-flask\n\n\n\n\n\n\nPyramid\n - A small, fast, down-to-earth, open source Python web framework.\n\n\nawesome-pyramid\n\n\n\n\n\n\nSanic\n - Web server that's written to go fast.\n\n\nTornado\n - A Web framework and asynchronous networking library.\n\n\nTurboGears\n - A microframework that can scale up to a full stack solution.\n\n\nWeb2py\n - Full-stack enterprise framework for secure database-driven web-based applications.\n\n\nGitHub Web2py\n\n\n\n\n\n\n\n\nWebSocket\n\n\nLibraries for working with WebSocket.\n\n\n\n\nAutobahnPython\n - WebSocket & WAMP for Python on Twisted and \nasyncio\n.\n\n\nCrossbar\n - Open-source Unified Application Router (Websocket & WAMP for Python on Autobahn).\n\n\ndjango-socketio\n - WebSockets for Django.\n\n\nWebSocket-for-Python\n - WebSocket client and server library for Python 2 and 3 as well as PyPy.\n\n\n\n\nServices\n\n\nOnline tools and APIs to simplify development.\n\n\nContinuous Integration\n\n\nSee: \nawesome-CIandCD\n.\n\n\n\n\nCircleCI\n - A CI service that can run very fast parallel testing. (GitHub only)\n\n\nTravis CI\n - A popular CI service for your open source and \nprivate\n projects. (GitHub only)\n\n\nVexor CI\n - A continuous integration tool for private apps with pay-per-minute billing model.\n\n\nWercker\n - A Docker-based platform for building and deploying applications and microservices.\n\n\n\n\nCode Quality\n\n\n\n\nCodacy\n - Automated Code Review to ship better code, faster. Free for Open Source.\n\n\nCodecov\n - Code coverage dashboard.\n\n\nLandscape\n - Hosted continuous Python code metrics.\n\n\nQuantifiedCode\n - A data-driven, automated, continuous code review tool.\n\n\n\n\nResources\n\n\nWhere to discover new Python libraries.\n\n\nPodcasts\n\n\n\n\nPodcast.init\n\n\nTalk Python To Me\n\n\nPython Bytes\n\n\n\n\nTwitter\n\n\n\n\n@codetengu\n\n\n@getpy\n\n\n@importpython\n\n\n@planetpython\n\n\n@pycoders\n\n\n@pypi\n\n\n@pythontrending\n\n\n@PythonWeekly\n\n\n@TalkPython\n\n\n\n\nWebsites\n\n\n\n\n/r/CoolGithubProjects\n\n\n/r/Python\n\n\nAwesome Python @LibHunt\n\n\nDjango Packages\n\n\nFull Stack Python\n\n\nPyPI Ranking\n\n\nPython 3 Wall of Superpowers\n\n\nPython Hackers\n\n\nPython ZEEF\n\n\nPython \u5f00\u53d1\u793e\u533a\n\n\nTrending Python repositories on GitHub today\n\n\n\n\nWeekly\n\n\n\n\nCodeTengu Weekly\n\n\nImport Python Newsletter\n\n\nPycoder's Weekly\n\n\nPython Weekly\n\n\nPython Bytes\n\n\n\n\nOther Awesome Lists\n\n\nList of lists.\n\n\n\n\nMonty\n\n\nawesome\n\n\nlists\n\n\n\n\n\n\nPython\n\n\npycrumbs\n\n\npython-github-projects\n\n\npython_reference\n\n\npythonidae\n\n\n\n\n\n\n\n\nContributing\n\n\nYour contributions are always welcome! Please take a look at the \ncontribution guidelines\n first.\n\n\nI will keep some pull requests open if I'm not sure whether those libraries are awesome, you could \nvote for them\n by adding :+1: to them. Pull requests will be merged when their votes reach \n20\n.",
             "title": "Life is short, you need Python."
         },
         {
             "location": "/#awesome-python",
-            "text": "A curated list of awesome Python frameworks, libraries, software and resources.  Inspired by  awesome-php .   Awesome Python  Admin Panels  Algorithms and Design Patterns  Anti-spam  Asset Management  Audio  Authentication  Build Tools  Caching  ChatOps Tools  CMS  Code Analysis and Linter  Command-line Tools  Compatibility  Computer Vision  Concurrency and Parallelism  Configuration  Cryptography  Data Analysis  Data Validation  Data Visualization  Database Drivers  Database  Date and Time  Debugging Tools  Deep Learning  DevOps Tools  Distribution  Documentation  Downloader  E-commerce  Editor Plugins and IDEs  Email  Environment Management  Files  Foreign Function Interface  Forms  Functional Programming  Game Development  Geolocation  GUI  Hardware  HTML Manipulation  HTTP  Imagery  Implementations  Interactive Interpreter  Internationalization  Job Scheduler  Logging  Machine Learning  MapReduce  Miscellaneous  Natural Language Processing  Network Virtualization  Networking  News Feed  ORM  Package Management  Package Repositories  Permissions  Processes  Queue  RESTful API  RPC Servers  Science  Search  Serialization  Serverless Frameworks  Specific Formats Processing  Static Site Generator  Tagging  Template Engine  Testing  Text Processing  Third-party APIs  URL Manipulation  Video  Web Content Extracting  Web Crawling  Web Frameworks  WebSocket  WSGI Servers    Services  Code Quality  Continuous Integration    Resources  Podcasts  Twitter  Websites  Weekly    Other Awesome Lists  Contributing",
+            "text": "A curated list of awesome Python frameworks, libraries, software and resources.  Inspired by  awesome-php .   Awesome Python  Admin Panels  Algorithms and Design Patterns  Anti-spam  Asset Management  Audio  Authentication  Build Tools  Caching  ChatOps Tools  CMS  Code Analysis and Linter  Command-line Tools  Compatibility  Computer Vision  Concurrency and Parallelism  Configuration  Cryptography  Data Analysis  Data Validation  Data Visualization  Database Drivers  Database  Date and Time  Debugging Tools  Deep Learning  DevOps Tools  Distribution  Documentation  Downloader  E-commerce  Editor Plugins and IDEs  Email  Environment Management  Files  Foreign Function Interface  Forms  Functional Programming  Game Development  Geolocation  GUI  Hardware  HTML Manipulation  HTTP  Imagery  Implementations  Interactive Interpreter  Internationalization  Job Scheduler  Logging  Machine Learning  MapReduce  Miscellaneous  Natural Language Processing  Network Virtualization  Networking  News Feed  ORM  Package Management  Package Repositories  Permissions  Processes  Queue  Recommender Systems  RESTful API  RPC Servers  Science  Search  Serialization  Serverless Frameworks  Specific Formats Processing  Static Site Generator  Tagging  Template Engine  Testing  Text Processing  Third-party APIs  URL Manipulation  Video  Web Content Extracting  Web Crawling  Web Frameworks  WebSocket  WSGI Servers    Services  Code Quality  Continuous Integration    Resources  Podcasts  Twitter  Websites  Weekly    Other Awesome Lists  Contributing",
             "title": "Awesome Python"
         },
         {
@@ -62,7 +62,7 @@
         },
         {
             "location": "/#code-analysis-and-linter",
-            "text": "Libraries and tools for analysing, parsing and manipulation codebases.   Code Analysis  coala  - Language independent and easily extendable code analysis application.  code2flow  - Turn your Python and JavaScript code into DOT flowcharts.  pycallgraph  - A library that visualises the flow (call graph) of your Python application.  pysonar2  - A type inferencer and indexer for Python.    Linter  Flake8  - The modular source code checker: pep8, pyflakes and co.  pylama  - Code audit tool for Python and JavaScript.  Pylint  - A Fully customizable source code analyzer.",
+            "text": "Libraries and tools for analysing, parsing and manipulation codebases.   Code Analysis  coala  - Language independent and easily extendable code analysis application.  code2flow  - Turn your Python and JavaScript code into DOT flowcharts.  pycallgraph  - A library that visualises the flow (call graph) of your Python application.    Linter  Flake8  - The modular source code checker: pep8, pyflakes and co.  pylama  - Code audit tool for Python and JavaScript.  Pylint  - A Fully customizable source code analyzer.    Static Type Checker  mypy  - Check variable types during compile time.",
             "title": "Code Analysis and Linter"
         },
         {
@@ -172,7 +172,7 @@
         },
         {
             "location": "/#environment-management",
-            "text": "Libraries for Python version and environment management.   p  - Dead simple interactive Python version management.  pyenv  - Simple Python version management.  venv  - (Python standard library in Python 3.3+) Creating lightweight virtual environments.  virtualenv  - A tool to create isolated Python environments.  virtualenvwrapper  - A set of extensions to virtualenv.",
+            "text": "Libraries for Python version and environment management.   Pipenv  - Sacred Marriage of Pipfile, Pip, & Virtualenv.  p  - Dead simple interactive Python version management.  pyenv  - Simple Python version management.  venv  - (Python standard library in Python 3.3+) Creating lightweight virtual environments.  virtualenv  - A tool to create isolated Python environments.  virtualenvwrapper  - A set of extensions to virtualenv.",
             "title": "Environment Management"
         },
         {
@@ -222,7 +222,7 @@
         },
         {
             "location": "/#hardware",
-            "text": "Libraries for programming with hardware.   ino  - Command line toolkit for working with  Arduino .  Pingo  - Pingo provides a uniform API to program devices like the Raspberry Pi, pcDuino, Intel Galileo, etc.  Pyro  - Python Robotics.  PyUserInput  - A module for cross-platform control of the mouse and keyboard.  scapy  - A brilliant packet manipulation library.  wifi  - A Python library and command line tool for working with WiFi on Linux.",
+            "text": "Libraries for programming with hardware.   ino  - Command line toolkit for working with  Arduino .  keyboard  - Hook and simulate global keyboard events on Windows and Linux.  mouse  - Hook and simulate global mouse events on Windows and Linux.  Pingo  - Pingo provides a uniform API to program devices like the Raspberry Pi, pcDuino, Intel Galileo, etc.  Pyro  - Python Robotics.  PyUserInput  - A module for cross-platform control of the mouse and keyboard.  scapy  - A brilliant packet manipulation library.  wifi  - A Python library and command line tool for working with WiFi on Linux.",
             "title": "Hardware"
         },
         {
@@ -232,7 +232,7 @@
         },
         {
             "location": "/#implementations",
-            "text": "Implementations of Python.   CLPython  - Implementation of the Python programming language written in Common Lisp.  CPython  -  Default, most widely used implementation of the Python programming language written in C.  Optimizing Static Compiler for Python. Uses type mixins to compile Python into C or C++ modules resulting in large performance gains.  Grumpy  - More compiler than interpreter as more powerful CPython2.7 replacement (alpha).  IronPython  - Implementation of the Python programming language written in C# targeting the .NET Framework and Mono.  Jython  - Implementation of Python programming language written in Java for the Java virtual machine (JVM).  MicroPython  - MicroPython - a lean and efficient Python programming language implementation for microcontrollers and constrained systems  Numba  - Python JIT complier to LLVM aimed at scientific Python.  PeachPy  - x86-64 assembler embedded in Python. Can be used as inline assembler for Python or as a stand-alone assembler for Windows, Linux, OS X, Native Client and Go.  Pyjion  - A JIT for Python based upon CoreCLR.  PyPy  - Implementation of the Python programming language written in RPython and translated into C. PyPy focuses on speed, efficiency and compatibility with the original CPython interpreter. The interpreter uses black magic to make Python very fast without having to add in additional type information.  PySec  - Hardened version of python that makes it easier for security professionals and developers to write applications more resilient to attacks and manipulations.  Pyston  - A Python implementation built using LLVM and modern JIT techniques with the goal of achieving good performance.  Stackless Python  - An enhanced version of the Python programming language which allows programmers to reap the benefits of thread-based programming without the performance and complexity problems associated with conventional threads.",
+            "text": "Implementations of Python.   CLPython  - Implementation of the Python programming language written in Common Lisp.  CPython  -  Default, most widely used implementation of the Python programming language written in C.  Cython  - Optimizing Static Compiler for Python. Uses type mixins to compile Python into C or C++ modules resulting in large performance gains  Grumpy  - More compiler than interpreter as more powerful CPython2.7 replacement (alpha).  IronPython  - Implementation of the Python programming language written in C# targeting the .NET Framework and Mono.  Jython  - Implementation of Python programming language written in Java for the Java virtual machine (JVM).  MicroPython  - MicroPython - a lean and efficient Python programming language implementation for microcontrollers and constrained systems  Numba  - Python JIT complier to LLVM aimed at scientific Python.  PeachPy  - x86-64 assembler embedded in Python. Can be used as inline assembler for Python or as a stand-alone assembler for Windows, Linux, OS X, Native Client and Go.  Pyjion  - A JIT for Python based upon CoreCLR.  PyPy  - Implementation of the Python programming language written in RPython and translated into C. PyPy focuses on speed, efficiency and compatibility with the original CPython interpreter. The interpreter uses black magic to make Python very fast without having to add in additional type information.  PySec  - Hardened version of python that makes it easier for security professionals and developers to write applications more resilient to attacks and manipulations.  Pyston  - A Python implementation built using LLVM and modern JIT techniques with the goal of achieving good performance.  Stackless Python  - An enhanced version of the Python programming language which allows programmers to reap the benefits of thread-based programming without the performance and complexity problems associated with conventional threads.",
             "title": "Implementations"
         },
         {
@@ -252,17 +252,17 @@
         },
         {
             "location": "/#logging",
-            "text": "Libraries for generating and working with logs.   Eliot  - Logging for complex & distributed systems.  logbook  - Logging replacement for Python.  logging  - (Python standard library) Logging facility for Python.  Raven  - The Python client for Sentry.  Sentry  - A realtime logging and aggregation server.",
+            "text": "Libraries for generating and working with logs.   Eliot  - Logging for complex & distributed systems.  logbook  - Logging replacement for Python.  logging  - (Python standard library) Logging facility for Python.  Sentry  - A realtime logging and aggregation server.",
             "title": "Logging"
         },
         {
             "location": "/#machine-learning",
-            "text": "Libraries for Machine Learning. See:  awesome-machine-learning .   gensim  - Topic Modelling for Humans.  LightFM  - A Python implementation of a number of popular recommendation algorithms.  MLlib  -  Apache Spark 's scalable Machine Learning library.  NuPIC  - Numenta Platform for Intelligent Computing.  scikit-learn  - The most popular Python library for Machine Learning.  surprise  - A scikit for building and analyzing recommender systems.  vowpal_porpoise  - A lightweight Python wrapper for  Vowpal Wabbit .  xgboost  - A scalable, portable, and distributed gradient boosting library.",
+            "text": "Libraries for Machine Learning. See:  awesome-machine-learning .   Metrics  - Machine learning evaluation metrics.  NuPIC  - Numenta Platform for Intelligent Computing.  scikit-learn  - The most popular Python library for Machine Learning.  Spark ML  -  Apache Spark 's scalable Machine Learning library.  vowpal_porpoise  - A lightweight Python wrapper for  Vowpal Wabbit .  xgboost  - A scalable, portable, and distributed gradient boosting library.",
             "title": "Machine Learning"
         },
         {
             "location": "/#mapreduce",
-            "text": "Frameworks and libraries for MapReduce.   dpark  - Python clone of Spark, a MapReduce alike framework in Python.  dumbo  - Python module that allows one to easily write and run Hadoop programs.  luigi  - A module that helps you build complex pipelines of batch jobs.  mrjob  - Run MapReduce jobs on Hadoop or Amazon Web Services.  PySpark  - The Spark Python API.  streamparse  - Run Python code against real-time streams of data. Integrates with  Apache Storm .",
+            "text": "Frameworks and libraries for MapReduce.   PySpark  - Apache Spark Python API.  luigi  - A module that helps you build complex pipelines of batch jobs.  mrjob  - Run MapReduce jobs on Hadoop or Amazon Web Services.  streamparse  - Run Python code against real-time streams of data. Integrates with  Apache Storm .  dask  - A flexible parallel computing library for analytic computing.",
             "title": "MapReduce"
         },
         {
@@ -272,12 +272,12 @@
         },
         {
             "location": "/#miscellaneous",
-            "text": "Useful libraries or tools that don't fit in the categories above.   blinker  - A fast Python in-process signal/event dispatching system.  itsdangerous  - Various helpers to pass trusted data to untrusted environments.  pluginbase  - A simple but flexible plugin system for Python.  Pychievements  - A framework for creating and tracking achievements.  Tryton  - A general purpose business framework.",
+            "text": "Useful libraries or tools that don't fit in the categories above.   attrs  - Replacement for  __init__ ,  __eq__ ,  __repr__ , etc. boilerplate in class definitions.  blinker  - A fast Python in-process signal/event dispatching system.  itsdangerous  - Various helpers to pass trusted data to untrusted environments.  pluginbase  - A simple but flexible plugin system for Python.  Pychievements  - A framework for creating and tracking achievements.  Tryton  - A general purpose business framework.",
             "title": "Miscellaneous"
         },
         {
             "location": "/#natural-language-processing",
-            "text": "Libraries for working with human languages.   Jieba  - Chinese text segmentation.  langid.py  - Stand-alone language identification system.  NLTK  - A leading platform for building Python programs to work with human language data.  Pattern  - A web mining module for the Python.  SnowNLP  - A library for processing Chinese text.  spaCy  - A library for industrial-strength natural language processing in Python and Cython.  TextBlob  - Providing a consistent API for diving into common NLP tasks.  TextGrocery  - A simple, efficient short-text classification tool based on LibLinear and Jieba.",
+            "text": "Libraries for working with human languages.   gensim  - Topic Modelling for Humans.  Jieba  - Chinese text segmentation.  langid.py  - Stand-alone language identification system.  NLTK  - A leading platform for building Python programs to work with human language data.  Pattern  - A web mining module for the Python.  polyglot  - Natural language pipeline supporting hundreds of languages.  SnowNLP  - A library for processing Chinese text.  spaCy  - A library for industrial-strength natural language processing in Python and Cython.  TextBlob  - Providing a consistent API for diving into common NLP tasks.",
             "title": "Natural Language Processing"
         },
         {
@@ -287,7 +287,7 @@
         },
         {
             "location": "/#networking",
-            "text": "Libraries for networking programming.   asyncio  - (Python standard library) Asynchronous I/O, event loop, coroutines and tasks.  diesel  - Greenlet-based event I/O Framework for Python.  pulsar  - Event-driven concurrent framework for Python.  pyzmq  - A Python wrapper for the ZeroMQ message library.  Twisted  - An event-driven networking engine.  txZMQ  - Twisted based wrapper for the ZeroMQ message library.",
+            "text": "Libraries for networking programming.   asyncio  - (Python standard library) Asynchronous I/O, event loop, coroutines and tasks.  diesel  - Greenlet-based event I/O Framework for Python.  pulsar  - Event-driven concurrent framework for Python.  pyzmq  - A Python wrapper for the ZeroMQ message library.  Twisted  - An event-driven networking engine.  txZMQ  - Twisted based wrapper for the ZeroMQ message library.  NAPALM  - Cross-vendor API to manipulate network devices.",
             "title": "Networking"
         },
         {
@@ -317,7 +317,7 @@
         },
         {
             "location": "/#processes",
-            "text": "Libraries for starting and communicating with OS processes.   envoy  - Python  subprocess  for Humans\u2122.  sarge  - Yet another wrapper for subprocess.  sh  - A full-fledged subprocess replacement for Python.",
+            "text": "Libraries for starting and communicating with OS processes.   delegator.py  -  Subprocesses  for Humans\u2122 2.0.  sarge  - Yet another wrapper for subprocess.  sh  - A full-fledged subprocess replacement for Python.",
             "title": "Processes"
         },
         {
@@ -325,9 +325,14 @@
             "text": "Libraries for working with event and task queues.   celery  - An asynchronous task queue/job queue based on distributed message passing.  huey  - Little multi-threaded task queue.  mrq  - Mr. Queue - A distributed worker task queue in Python using Redis & gevent.  rq  - Simple job queues for Python.  simpleq  - A simple, infinitely scalable, Amazon SQS based queue.",
             "title": "Queue"
         },
+        {
+            "location": "/#recommender-systems",
+            "text": "Libraries for building recommender systems.   annoy  - Approximate Nearest Neighbors in C++/Python optimized for memory usage.  fastFM  - A library for Factorization Machines.  implicit  - A fast Python implementation of collaborative filtering for implicit datasets.  libffm  - A library for Field-aware Factorization Machine (FFM).  LightFM  - A Python implementation of a number of popular recommendation algorithms.  surprise  - A scikit for building and analyzing recommender systems.",
+            "title": "Recommender Systems"
+        },
         {
             "location": "/#restful-api",
-            "text": "Libraries for developing RESTful APIs.   Django  django-formapi  - Create JSON APIs with Django's form validation.  django-rest-framework  - A powerful and flexible toolkit to build web APIs.  django-tastypie  - Creating delicious APIs for Django apps.    Flask  eve  - REST API framework powered by Flask, MongoDB and good intentions.  flask-api-utils  - Taking care of API representation and authentication for Flask.  flask-api  - Browsable Web APIs for Flask.  flask-restful  - Quickly building REST APIs for Flask.  flask-restless  - Generating RESTful APIs for database models defined with SQLAlchemy.    Pyramid  cornice  - A RESTful framework for Pyramid.    Framework agnostic  falcon  - A high-performance framework for building cloud APIs and web app backends.  hug  - A Python3 framework for cleanly exposing APIs over HTTP and the Command Line with automatic documentation and validation.  restless  - Framework agnostic REST framework based on lessons learned from Tastypie.  ripozo  - Quickly creating REST/HATEOAS/Hypermedia APIs.  sandman  - Automated REST APIs for existing database-driven systems.",
+            "text": "Libraries for developing RESTful APIs.   Django  django-rest-framework  - A powerful and flexible toolkit to build web APIs.  django-tastypie  - Creating delicious APIs for Django apps.    Flask  eve  - REST API framework powered by Flask, MongoDB and good intentions.  flask-api-utils  - Taking care of API representation and authentication for Flask.  flask-api  - Browsable Web APIs for Flask.  flask-restful  - Quickly building REST APIs for Flask.  flask-restless  - Generating RESTful APIs for database models defined with SQLAlchemy.    Pyramid  cornice  - A RESTful framework for Pyramid.    Framework agnostic  falcon  - A high-performance framework for building cloud APIs and web app backends.  hug  - A Python3 framework for cleanly exposing APIs over HTTP and the Command Line with automatic documentation and validation.  restless  - Framework agnostic REST framework based on lessons learned from Tastypie.  ripozo  - Quickly creating REST/HATEOAS/Hypermedia APIs.  sandman  - Automated REST APIs for existing database-driven systems.",
             "title": "RESTful API"
         },
         {
@@ -337,12 +342,12 @@
         },
         {
             "location": "/#science",
-            "text": "Libraries for scientific computing.   astropy  - A community Python library for Astronomy.  bcbio-nextgen  - Providing best-practice pipelines for fully automated high throughput sequencing analysis.  bccb  - Collection of useful code related to biological analysis.  Biopython  - Biopython is a set of freely available tools for biological computation.  cclib  - A library for parsing and interpreting the results of computational chemistry packages.  NetworkX  - A high-productivity software for complex networks.  NIPY  - A collection of neuroimaging toolkits.  NumPy  - A fundamental package for scientific computing with Python.  Open Babel  - A chemical toolbox designed to speak the many languages of chemical data.  ObsPy  - A Python toolbox for seismology.  PyDy  - Short for Python Dynamics, used to assist with workflow in the modeling of dynamic motion.  PyMC  - Markov Chain Monte Carlo sampling toolkit.  RDKit  - Cheminformatics and Machine Learning Software.  SciPy  - A Python-based ecosystem of open-source software for mathematics, science, and engineering.  statsmodels  - Statistical modeling and econometrics in Python.  SymPy  - A Python library for symbolic mathematics.  Zipline  - A Pythonic algorithmic trading library.",
+            "text": "Libraries for scientific computing.   astropy  - A community Python library for Astronomy.  bcbio-nextgen  - Providing best-practice pipelines for fully automated high throughput sequencing analysis.  bccb  - Collection of useful code related to biological analysis.  Biopython  - Biopython is a set of freely available tools for biological computation.  cclib  - A library for parsing and interpreting the results of computational chemistry packages.  NetworkX  - A high-productivity software for complex networks.  NIPY  - A collection of neuroimaging toolkits.  NumPy  - A fundamental package for scientific computing with Python.  Open Babel  - A chemical toolbox designed to speak the many languages of chemical data.  ObsPy  - A Python toolbox for seismology.  PyDy  - Short for Python Dynamics, used to assist with workflow in the modeling of dynamic motion.  PyMC  - Markov Chain Monte Carlo sampling toolkit.  RDKit  - Cheminformatics and Machine Learning Software.  SciPy  - A Python-based ecosystem of open-source software for mathematics, science, and engineering.  statsmodels  - Statistical modeling and econometrics in Python.  SymPy  - A Python library for symbolic mathematics.  Zipline  - A Pythonic algorithmic trading library.  SimPy  -  A process-based discrete-event simulation framework.",
             "title": "Science"
         },
         {
             "location": "/#search",
-            "text": "Libraries and software for indexing and performing search queries on data.   django-haystack  - Modular search for Django.  elasticsearch-dsl-py  - The official high-level Python client for Elasticsearch.  elasticsearch-py  - The official low-level Python client for  Elasticsearch .  esengine  - ElasticSearch ODM (Object Document Mapper) for Python.  solrpy  - A Python client for  solr .  Whoosh  - A fast, pure Python search engine library.",
+            "text": "Libraries and software for indexing and performing search queries on data.   django-haystack  - Modular search for Django.  elasticsearch-dsl-py  - The official high-level Python client for Elasticsearch.  elasticsearch-py  - The official low-level Python client for  Elasticsearch .  esengine  - ElasticSearch ODM (Object Document Mapper) for Python.  pysolr  - A lightweight Python wrapper for Apache Solr (incl. SolrCloud awareness).  solrpy  - A Python client for  solr .  Whoosh  - A fast, pure Python search engine library.",
             "title": "Search"
         },
         {
@@ -377,12 +382,12 @@
         },
         {
             "location": "/#testing",
-            "text": "Libraries for testing codebases and generating test data.   Testing Frameworks  hypothesis  - Hypothesis is an advanced Quickcheck style property based testing library.  mamba  - The definitive testing tool for Python. Born under the banner of BDD.  nose  - A nicer unittest for Python.  nose2  - The successor to nose, based on unittest2.  pytest  - A mature full-featured Python testing tool.  Robot Framework  - A generic test automation framework.  unittest  - (Python standard library) Unit testing framework.    Test Runners  green  - A clean, colorful test runner.  tox  - Auto builds and tests distributions in multiple Python versions    GUI / Web Testing  locust  - Scalable user load testing tool written in Python.  PyAutoGUI  - PyAutoGUI is a cross-platform GUI automation Python module for human beings.  Selenium  - Python bindings for  Selenium  WebDriver.  sixpack  - A language-agnostic A/B Testing framework.  splinter  - Open source tool for testing web applications.    Mock  doublex  - Powerful test doubles framework for Python.  freezegun  - Travel through time by mocking the datetime module.  httmock  - A mocking library for requests for Python 2.6+ and 3.2+.  httpretty  - HTTP request mock tool for Python.  mock  - (Python standard library) A mocking and patching library.  responses  - A utility library for mocking out the requests Python library.  VCR.py  - Record and replay HTTP interactions on your tests.    Object Factories  factory_boy  - A test fixtures replacement for Python.  mixer  - Another fixtures replacement. Supported Django, Flask, SQLAlchemy, Peewee and etc.  model_mommy  - Creating random fixtures for testing in Django.    Code Coverage  coverage  - Code coverage measurement.    Fake Data  church  - is a Python library that help you generate fake data.  fake2db  - Fake database generator.  faker  - A Python package that generates fake data.  radar  - Generate random datetime / time.    Error Handler  FuckIt.py  - FuckIt.py uses state-of-the-art technology to make sure your Python code runs whether it has any right to or not.",
+            "text": "Libraries for testing codebases and generating test data.   Testing Frameworks  hypothesis  - Hypothesis is an advanced Quickcheck style property based testing library.  mamba  - The definitive testing tool for Python. Born under the banner of BDD.  nose  - A nicer unittest for Python.  nose2  - The successor to nose, based on unittest2.  pytest  - A mature full-featured Python testing tool.  Robot Framework  - A generic test automation framework.  unittest  - (Python standard library) Unit testing framework.    Test Runners  green  - A clean, colorful test runner.  tox  - Auto builds and tests distributions in multiple Python versions    GUI / Web Testing  locust  - Scalable user load testing tool written in Python.  PyAutoGUI  - PyAutoGUI is a cross-platform GUI automation Python module for human beings.  Selenium  - Python bindings for  Selenium  WebDriver.  sixpack  - A language-agnostic A/B Testing framework.  splinter  - Open source tool for testing web applications.    Mock  doublex  - Powerful test doubles framework for Python.  freezegun  - Travel through time by mocking the datetime module.  httmock  - A mocking library for requests for Python 2.6+ and 3.2+.  httpretty  - HTTP request mock tool for Python.  mock  - (Python standard library) A mocking and patching library.  responses  - A utility library for mocking out the requests Python library.  VCR.py  - Record and replay HTTP interactions on your tests.    Object Factories  factory_boy  - A test fixtures replacement for Python.  mixer  - Another fixtures replacement. Supported Django, Flask, SQLAlchemy, Peewee and etc.  model_mommy  - Creating random fixtures for testing in Django.    Code Coverage  coverage  - Code coverage measurement.    Fake Data  mimesis  - is a Python library that help you generate fake data.  fake2db  - Fake database generator.  faker  - A Python package that generates fake data.  radar  - Generate random datetime / time.    Error Handler  FuckIt.py  - FuckIt.py uses state-of-the-art technology to make sure your Python code runs whether it has any right to or not.",
             "title": "Testing"
         },
         {
             "location": "/#text-processing",
-            "text": "Libraries for parsing and manipulating plain texts.   General  chardet  - Python 2/3 compatible character encoding detector.  difflib  - (Python standard library) Helpers for computing deltas.  ftfy  - Makes Unicode text less broken and more consistent automagically.  fuzzywuzzy  - Fuzzy String Matching.  Levenshtein  - Fast computation of Levenshtein distance and string similarity.  pangu.py  - Spacing texts for CJK and alphanumerics.  pyfiglet  - An implementation of figlet written in Python.  shortuuid  - A generator library for concise, unambiguous and URL-safe UUIDs.  unidecode  - ASCII transliterations of Unicode text.  uniout  - Print readable chars instead of the escaped string.  xpinyin  - A library to translate Chinese hanzi (\u6f22\u5b57) to pinyin (\u62fc\u97f3).    Slugify  awesome-slugify  - A Python slugify library that can preserve unicode.  python-slugify  - A Python slugify library that translates unicode to ASCII.  unicode-slugify  - A slugifier that generates unicode slugs with Django as a dependency.    Parser  phonenumbers  - Parsing, formatting, storing and validating international phone numbers.  PLY  - Implementation of lex and yacc parsing tools for Python  Pygments  - A generic syntax highlighter.  pyparsing  - A general purpose framework for generating parsers.  python-nameparser  - Parsing human names into their individual components.  python-user-agents  - Browser user agent parser.  sqlparse  - A non-validating SQL parser.",
+            "text": "Libraries for parsing and manipulating plain texts.   General  chardet  - Python 2/3 compatible character encoding detector.  difflib  - (Python standard library) Helpers for computing deltas.  ftfy  - Makes Unicode text less broken and more consistent automagically.  fuzzywuzzy  - Fuzzy String Matching.  Levenshtein  - Fast computation of Levenshtein distance and string similarity.  pangu.py  - Spacing texts for CJK and alphanumerics.  pyfiglet  - An implementation of figlet written in Python.  pypinyin  - Convert Chinese hanzi to pinyin.  shortuuid  - A generator library for concise, unambiguous and URL-safe UUIDs.  unidecode  - ASCII transliterations of Unicode text.  uniout  - Print readable chars instead of the escaped string.  xpinyin  - A library to translate Chinese hanzi (\u6f22\u5b57) to pinyin (\u62fc\u97f3).    Slugify  awesome-slugify  - A Python slugify library that can preserve unicode.  python-slugify  - A Python slugify library that translates unicode to ASCII.  unicode-slugify  - A slugifier that generates unicode slugs with Django as a dependency.    Parser  phonenumbers  - Parsing, formatting, storing and validating international phone numbers.  PLY  - Implementation of lex and yacc parsing tools for Python  Pygments  - A generic syntax highlighter.  pyparsing  - A general purpose framework for generating parsers.  python-nameparser  - Parsing human names into their individual components.  python-user-agents  - Browser user agent parser.  sqlparse  - A non-validating SQL parser.",
             "title": "Text Processing"
         },
         {
diff --git a/mkdocs_theme.yml b/mkdocs_theme.yml
new file mode 100644
index 00000000..6eb76f31
--- /dev/null
+++ b/mkdocs_theme.yml
@@ -0,0 +1,19 @@
+# Copyright (c) 2016-2017 Martin Donath <martin.donath @squidfunk.com>
+# Permission is hereby granted, free of charge, to any person obtaining a copy
+# of this software and associated documentation files (the "Software"), to
+# deal in the Software without restriction, including without limitation the
+# rights to use, copy, modify, merge, publish, distribute, sublicense, and/or
+# sell copies of the Software, and to permit persons to whom the Software is
+# furnished to do so, subject to the following conditions:
+# The above copyright notice and this permission notice shall be included in
+# all copies or substantial portions of the Software.
+# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+# FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE
+# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING
+# FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS
+# IN THE SOFTWARE.
+# Static pages to build
+static_templates:
+  - 404.html
diff --git a/sitemap.xml b/sitemap.xml
index fc3f9816..6cf36290 100644
--- a/sitemap.xml
+++ b/sitemap.xml
@@ -3,8 +3,8 @@
 
     
     <url>
-     <loc>http://awesome-python.com/</loc>
-     <lastmod>2017-04-24</lastmod>
+     <loc>https://awesome-python.com/</loc>
+     <lastmod>2017-10-27</lastmod>
      <changefreq>daily</changefreq>
     </url>