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<title>NumPy</title>
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about/index.html

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<title>NumPy</title>
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arraycomputing/index.html

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case-studies/blackhole-image/index.html

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case-studies/cricket-analytics/index.html

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<h2 id="summary">Summary</h2>
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<p>Sports Analytics is a game changer when it comes to how professional games are
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played, especially how strategic decision making happens, which until recently
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was primarily done based on “gut feeling&rdquo; or adherence to past traditions. NumPy
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was primarily done based on “gut feeling&quot; or adherence to past traditions. NumPy
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forms a solid foundation for a large set of Python packages which provide higher
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level functions related to data analytics, machine learning, and AI algorithms.
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These packages are widely deployed to gain real-time insights that help in

case-studies/deeplabcut-dnn/index.html

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case-studies/gw-discov/index.html

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case-studies/index.xml

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<link>http://numpy.org/case-studies/</link>
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<description>Recent content in Case-studies on NumPy</description>
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<title>Case Study: Cricket Analytics, the game changer!</title>
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citing-numpy/index.html

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<div class="divider"></div>
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</div>
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</div>
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<p>If NumPy has been significant in your research, and you would like to acknowledge the project in your academic publication, we suggest citing the following papers:</p>
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<p>If NumPy has been significant in your research, and you would like to acknowledge the project in your academic publication, we suggest citing the following paper:</p>
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<ul>
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<li>Travis E, Oliphant. <em>A guide to NumPy</em>, USA: Trelgol Publishing, (2006).</li>
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<li>Stéfan van der Walt, S. Chris Colbert, and Gaël Varoquaux. <em>The NumPy Array: A Structure for Efficient Numerical Computation</em>, Computing in Science &amp; Engineering, 13, 22-30 (2011),<a href="http://dx.doi.org/10.1109/MCSE.2011.37"> DOI:10.1109/MCSE.2011.37</a> (<a href="http://scitation.aip.org/content/aip/journal/cise/13/2/10.1109/MCSE.2011.37">publisher link</a>)</li>
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<li>Harris, C.R., Millman, K.J., van der Walt, S.J. et al. <em>Array programming with NumPy</em>. Nature 585, 357–362 (2020). DOI: <a href="https://doi.org/10.1038/s41586-020-2649-2">0.1038/s41586-020-2649-2</a>. (<a href="https://www.nature.com/articles/s41586-020-2649-2">Publisher link</a>).</li>
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<p><em>In BibTeX format:</em></p>
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<pre><code>@book{oliphant2006guide,
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title={A guide to NumPy},
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author={Oliphant, Travis E},
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volume={1},
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year={2006},
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publisher={Trelgol Publishing USA}
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}
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@article{van2011numpy,
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title={The NumPy array: a structure for efficient numerical computation},
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author={Van Der Walt, Stefan and Colbert, S Chris and Varoquaux, Gael},
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journal={Computing in Science \&amp; Engineering},
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volume={13},
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number={2},
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pages={22},
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year={2011},
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publisher={IEEE Computer Society}
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<pre><code>@Article{ harris2020array,
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title = {Array programming with {NumPy}},
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author = {Charles R. Harris and K. Jarrod Millman and St{'{e}}fan J.
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van der Walt and Ralf Gommers and Pauli Virtanen and David
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Cournapeau and Eric Wieser and Julian Taylor and Sebastian
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Berg and Nathaniel J. Smith and Robert Kern and Matti Picus
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and Stephan Hoyer and Marten H. van Kerkwijk and Matthew
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Brett and Allan Haldane and Jaime Fern{'{a}}ndez del
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R{'{\i}}o and Mark Wiebe and Pearu Peterson and Pierre
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G{'{e}}rard-Marchant and Kevin Sheppard and Tyler Reddy and
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Warren Weckesser and Hameer Abbasi and Christoph Gohlke and
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Travis E. Oliphant},
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year = {2020},
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month = sep,
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journal = {Nature},
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volume = {585},
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number = {7825},
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pages = {357--362},
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doi = {10.1038/s41586-020-2649-2},
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publisher = {Springer Science and Business Media {LLC}},
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url = {https://doi.org/10.1038/s41586-020-2649-2}
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}
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</code></pre>
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code-of-conduct/index.html

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