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### A collection of useful scripts, tutorials, and other Python-related things
<h3 id="top">A collection of useful scripts, tutorials, and other Python-related things</h3>
<br>
<img src="./Images/python-logo-master-v3-TM-flattened.png" alt="">
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- [// Plotting and Visualization](#-plotting-and-visualization)
- [// Benchmarks](#-benchmarks)
- [// Python and "Data Science"](#-python-and-data-science)
- [// Other](#-other)
- [// Useful scripts and snippets](#-useful-scripts-and-snippets)
- [// Other](#-other)
- [// Links](#-links)
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<div style="height:100px;"></div>
###// Python tips and tutorials
[[back to top](#a-collection-of-useful-scripts-tutorials-and-other-python-related-things)]
<b id="-python-tips-and-tutorials">Python tips and tutorials</b> <a href="#top">[back to top]</a>
- A collection of not so obvious Python stuff you should know! [[IPython nb](http://nbviewer.ipython.org/github/rasbt/python_reference/blob/master/tutorials/not_so_obvious_python_stuff.ipynb?create=1)]
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<br>
###// Python and the web
[[back to top](#a-collection-of-useful-scripts-tutorials-and-other-python-related-things)]
<b id="-python-and-the-web">Python and the web</b> <a href="#top">[back to top]</a>
- Creating internal links in IPython Notebooks and Markdown docs [[IPython nb](http://nbviewer.ipython.org/github/rasbt/python_reference/blob/master/tutorials/table_of_contents_ipython.ipynb)]
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<br>
###// Algorithms and Data Structures
[[back to top](#a-collection-of-useful-scripts-tutorials-and-other-python-related-things)]
<b id="-algorithms">Algorithms and Data Structures</b> <a href="#top">[back to top]</a>
*This category has been moved to a separate GitHub repository [rasbt/algorithms_in_ipython_notebooks](https://github.com/rasbt/algorithms_in_ipython_notebooks)*
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- Singly Linked List [[ IPython nbviewer ](http://nbviewer.ipython.org/github/rasbt/algorithms_in_ipython_notebooks/blob/master/ipython_nbs/data-structures/singly-linked-list.ipynb)]
<br>
###// Plotting and Visualization
[[back to top](#a-collection-of-useful-scripts-tutorials-and-other-python-related-things)]
<b id="-plotting-and-visualization">Plotting and Visualization</b> <a href="#top">[back to top]</a>
*The matplotlib-gallery in IPython notebooks has been moved to a separate GitHub repository [matplotlib-gallery](https://github.com/rasbt/matplotlib-gallery)*
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<br>
###// Benchmarks
[[back to top](#a-collection-of-useful-scripts-tutorials-and-other-python-related-things)]
<b id="-benchmarks">Benchmarks</b> <a href="#top">[back to top]</a>
- Simple tricks to speed up the sum calculation in pandas [[IPython nb](http://nbviewer.ipython.org/github/rasbt/python_reference/blob/master/benchmarks/pandas_sum_tricks.ipynb)]
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<br>
###// Python and "Data Science"
[[back to top](#a-collection-of-useful-scripts-tutorials-and-other-python-related-things)]
<b id="-python-and-data-science">Python and "Data Science"</b> <a href="#top">[back to top]</a>
*The "data science"-related posts have been moved to a separate GitHub repository [pattern_classification](https://github.com/rasbt/pattern_classification)*
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<br>
###// Useful scripts and snippets
[[back to top](#a-collection-of-useful-scripts-tutorials-and-other-python-related-things)]
<b id="-useful-scripts-and-snippets">Useful scripts and snippets</b> <a href="#top">[back to top]</a>
- [watermark](https://github.com/rasbt/watermark) - An IPython magic extension for printing date and time stamps, version numbers, and hardware information.
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<br>
###// Other
<b id="-other">Other</b> <a href="#top">[back to top]</a>
- [Python book reviews](./other/python_book_reviews.md)
- [Happy Mother's Day Plot](./other/happy_mothers_day.ipynb)
<br>
###// Links
[[back to top](#a-collection-of-useful-scripts-tutorials-and-other-python-related-things)]
<b id="-links">Links</b> <a href="#top">[back to top]</a>