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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> <br>
<img src="./Images/python-logo-master-v3-TM-flattened.png" alt=""> <img src="./Images/python-logo-master-v3-TM-flattened.png" alt="">
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- [// Plotting and Visualization](#-plotting-and-visualization) - [// Plotting and Visualization](#-plotting-and-visualization)
- [// Benchmarks](#-benchmarks) - [// Benchmarks](#-benchmarks)
- [// Python and "Data Science"](#-python-and-data-science) - [// Python and "Data Science"](#-python-and-data-science)
- [// Other](#-other)
- [// Useful scripts and snippets](#-useful-scripts-and-snippets) - [// Useful scripts and snippets](#-useful-scripts-and-snippets)
- [// Other](#-other)
- [// Links](#-links) - [// Links](#-links)
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<div style="height:100px;"></div> <div style="height:100px;"></div>
###// Python tips and tutorials <b id="-python-tips-and-tutorials">Python tips and tutorials</b> <a href="#top">[back to top]</a>
[[back to top](#a-collection-of-useful-scripts-tutorials-and-other-python-related-things)]
- 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)] - 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> <br>
###// Python and the web <b id="-python-and-the-web">Python and the web</b> <a href="#top">[back to top]</a>
[[back to top](#a-collection-of-useful-scripts-tutorials-and-other-python-related-things)]
- 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)] - 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> <br>
###// Algorithms and Data Structures <b id="-algorithms">Algorithms and Data Structures</b> <a href="#top">[back to top]</a>
[[back to top](#a-collection-of-useful-scripts-tutorials-and-other-python-related-things)]
*This category has been moved to a separate GitHub repository [rasbt/algorithms_in_ipython_notebooks](https://github.com/rasbt/algorithms_in_ipython_notebooks)* *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)] - 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> <br>
###// Plotting and Visualization <b id="-plotting-and-visualization">Plotting and Visualization</b> <a href="#top">[back to top]</a>
[[back to top](#a-collection-of-useful-scripts-tutorials-and-other-python-related-things)]
*The matplotlib-gallery in IPython notebooks has been moved to a separate GitHub repository [matplotlib-gallery](https://github.com/rasbt/matplotlib-gallery)* *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> <br>
###// Benchmarks <b id="-benchmarks">Benchmarks</b> <a href="#top">[back to top]</a>
[[back to top](#a-collection-of-useful-scripts-tutorials-and-other-python-related-things)]
- 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)] - 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> <br>
###// Python and "Data Science" <b id="-python-and-data-science">Python and "Data Science"</b> <a href="#top">[back to top]</a>
[[back to top](#a-collection-of-useful-scripts-tutorials-and-other-python-related-things)]
*The "data science"-related posts have been moved to a separate GitHub repository [pattern_classification](https://github.com/rasbt/pattern_classification)* *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> <br>
###// Useful scripts and snippets <b id="-useful-scripts-and-snippets">Useful scripts and snippets</b> <a href="#top">[back to top]</a>
[[back to top](#a-collection-of-useful-scripts-tutorials-and-other-python-related-things)]
- [watermark](https://github.com/rasbt/watermark) - An IPython magic extension for printing date and time stamps, version numbers, and hardware information. - [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> <br>
###// Other <b id="-other">Other</b> <a href="#top">[back to top]</a>
- [Python book reviews](./other/python_book_reviews.md) - [Python book reviews](./other/python_book_reviews.md)
- [Happy Mother's Day Plot](./other/happy_mothers_day.ipynb) - [Happy Mother's Day Plot](./other/happy_mothers_day.ipynb)
<br> <br>
###// Links <b id="-links">Links</b> <a href="#top">[back to top]</a>
[[back to top](#a-collection-of-useful-scripts-tutorials-and-other-python-related-things)]