<h3 id="top">A collection of useful scripts, tutorials, and other Python-related things</h3>

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<img src="./Images/python-logo-master-v3-TM-flattened.png" alt="">

- [// Plotting and Visualization](#-plotting-and-visualization)

- [// Benchmarks](#-benchmarks)

- [// Python and "Data Science"](#-python-and-data-science)

- [// Useful scripts and snippets](#-useful-scripts-and-snippets)

- [// Other](#-other)

- [// Links](#-links)

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<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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<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)]

- Converting Markdown to HTML and adding Python syntax highlighting [[Markdown](./tutorials/markdown_syntax_highlighting/README.md)]

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<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)*

- 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)]

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<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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<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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<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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<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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<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)

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<b id="-links">Links</b> <a href="#top">[back to top]</a>