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	<title>Debra Sterling, Author at Be on the Right Side of Change</title>
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	<title>Debra Sterling, Author at Be on the Right Side of Change</title>
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		<title>Top 37 Python Machine Learning Library Cheat Sheets</title>
		<link>https://blog.finxter.com/top-20-machine-learning-library-cheat-sheets/</link>
		
		<dc:creator><![CDATA[Debra Sterling]]></dc:creator>
		<pubDate>Wed, 28 Apr 2021 14:51:02 +0000</pubDate>
				<category><![CDATA[Artificial Intelligence]]></category>
		<category><![CDATA[Cheat Sheets]]></category>
		<category><![CDATA[Machine Learning]]></category>
		<category><![CDATA[Python]]></category>
		<guid isPermaLink="false">https://blog.finxter.com/?p=29066</guid>

					<description><![CDATA[<p>This article is a collection of useful machine learning cheat sheets focusing on the Python libraries such as Theano, Keras, TensorFlow, PyTorch, NetworkX, and other ML-related Python libraries. You may want to check out these great resources that cover many of these topics at once: https://becominghuman.ai/cheat-sheets-for-ai-neural-networks-machine-learning-deep-learning-big-data-science-pdf-f22dc900d2d7 https://gto76.github.io/python-cheatsheet/ https://www.pythonsheets.com/ Theano Cheat Sheets Theano is a Library ... <a title="Top 37 Python Machine Learning Library Cheat Sheets" class="read-more" href="https://blog.finxter.com/top-20-machine-learning-library-cheat-sheets/" aria-label="Read more about Top 37 Python Machine Learning Library Cheat Sheets">Read more</a></p>
<p>The post <a href="https://blog.finxter.com/top-20-machine-learning-library-cheat-sheets/">Top 37 Python Machine Learning Library Cheat Sheets</a> appeared first on <a href="https://blog.finxter.com">Be on the Right Side of Change</a>.</p>
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										<content:encoded><![CDATA[
<p>This article is a collection of useful machine learning cheat sheets focusing on the Python libraries such as Theano, Keras, TensorFlow, PyTorch, NetworkX, and other ML-related Python libraries.</p>



<p>You may want to check out these great resources that cover many of these topics at once:</p>



<ul class="wp-block-list"><li><a href="https://becominghuman.ai/cheat-sheets-for-ai-neural-networks-machine-learning-deep-learning-big-data-science-pdf-f22dc900d2d7" target="_blank" rel="noreferrer noopener">https://becominghuman.ai/cheat-sheets-for-ai-neural-networks-machine-learning-deep-learning-big-data-science-pdf-f22dc900d2d7</a></li><li><a href="https://gto76.github.io/python-cheatsheet/" target="_blank" rel="noreferrer noopener">https://gto76.github.io/python-cheatsheet/</a></li><li><a href="https://www.pythonsheets.com/" target="_blank" rel="noreferrer noopener">https://www.pythonsheets.com/</a></li></ul>



<h2 class="wp-block-heading">Theano Cheat Sheets</h2>



<p>Theano is a Library created entirely with Python and is considered the industry standard for deep learning.</p>



<div class="wp-block-image"><figure class="aligncenter size-large is-resized"><img fetchpriority="high" decoding="async" src="https://blog.finxter.com/wp-content/uploads/2021/04/image-59-1024x610.png" alt="" class="wp-image-29081" width="768" height="458" srcset="https://blog.finxter.com/wp-content/uploads/2021/04/image-59-1024x610.png 1024w, https://blog.finxter.com/wp-content/uploads/2021/04/image-59-300x179.png 300w, https://blog.finxter.com/wp-content/uploads/2021/04/image-59-768x458.png 768w, https://blog.finxter.com/wp-content/uploads/2021/04/image-59.png 1188w" sizes="(max-width: 768px) 100vw, 768px" /></figure></div>



<p><strong>Cheat Sheets:</strong></p>



<ol class="wp-block-list"><li><a href="http://www.hidasi.eu/rsss17/theano_cheatsheet.pdf" target="_blank" rel="noreferrer noopener">http://www.hidasi.eu/rsss17/theano_cheatsheet.pdf</a></li><li><a href="https://cheatography.com/external/datacamp/" target="_blank" rel="noreferrer noopener">https://cheatography.com/external/datacamp/</a></li><li><a href="https://www.datasciencecentral.com/page/search?q=python+cheat+sheet" target="_blank" rel="noreferrer noopener">https://www.datasciencecentral.com/page/search?q=python+cheat+sheet</a></li><li><a href="https://docs.huihoo.com/deep-learning/deeplearningsummerschool/2015/Introduction-to-Theano.pdf" target="_blank" rel="noreferrer noopener">https://docs.huihoo.com/deep-learning/deeplearningsummerschool/2015/Introduction-to-Theano.pdf</a></li><li><a href="http://mlg.eng.cam.ac.uk/yarin/PDFs/2016_NASA_tutorial.pdf" target="_blank" rel="noreferrer noopener">http://mlg.eng.cam.ac.uk/yarin/PDFs/2016_NASA_tutorial.pdf</a></li><li><a href="http://ir.hit.edu.cn/~jguo/docs/notes/a_simple_tutorial_on_theano.pdf" target="_blank" rel="noreferrer noopener">http://ir.hit.edu.cn/~jguo/docs/notes/a_simple_tutorial_on_theano.pdf</a></li></ol>



<h2 class="wp-block-heading">TensorFlow Cheat Sheets</h2>



<p>TensorFlow is a free and open-source software library for machine learning. It can be used across a range of tasks but has a particular focus on training and inference of deep neural networks. Tensorflow is a symbolic math library based on dataflow and differentiable programming. <a href="https://en.wikipedia.org/wiki/TensorFlow" target="_blank" rel="noreferrer noopener">Wikipedia</a></p>



<p><strong>Cheat Sheets:</strong></p>



<ol class="wp-block-list"><li><a href="https://blog.finxter.com/tensorflow-cheat-sheets/" target="_blank" rel="noreferrer noopener">https://blog.finxter.com/tensorflow-cheat-sheets/</a></li><li><a href="http://www.aicheatsheets.com/static/pdfs/tensorflow_v_2.0.pdf" target="_blank" rel="noreferrer noopener">http://www.aicheatsheets.com/static/pdfs/tensorflow_v_2.0.pdf</a></li><li><a href="https://cheatography.com/external/datacamp/" target="_blank" rel="noreferrer noopener">https://cheatography.com/external/datacamp/</a></li></ol>



<h2 class="wp-block-heading">Keras Cheat Sheets</h2>



<p>The Keras library was written purely in Python and provides the interface for Theano and TensorFlow. Keras is an open-source software library that provides a Python interface for artificial neural networks. </p>



<p>Keras acts as an interface for the TensorFlow library. Up until version 2.3, Keras supported multiple backends, including TensorFlow, Microsoft Cognitive Toolkit, Theano, and PlaidML. <a rel="noreferrer noopener" href="https://en.wikipedia.org/wiki/Keras" target="_blank">Wikipedia</a></p>



<div class="wp-block-image"><figure class="aligncenter size-large"><a href="https://s3.amazonaws.com/assets.datacamp.com/blog_assets/Keras_Cheat_Sheet_Python.pdf" target="_blank" rel="noopener"><img decoding="async" width="1024" height="724" src="https://blog.finxter.com/wp-content/uploads/2021/04/image-61-1024x724.png" alt="" class="wp-image-29085" srcset="https://blog.finxter.com/wp-content/uploads/2021/04/image-61-1024x724.png 1024w, https://blog.finxter.com/wp-content/uploads/2021/04/image-61-300x212.png 300w, https://blog.finxter.com/wp-content/uploads/2021/04/image-61-768x543.png 768w, https://blog.finxter.com/wp-content/uploads/2021/04/image-61.png 1210w" sizes="(max-width: 1024px) 100vw, 1024px" /></a></figure></div>



<p class="wp-embed-aspect-16-9 wp-has-aspect-ratio">If you&#8217;re interested in Keras, feel free to watch this video and read the <a rel="noreferrer noopener" href="https://blog.finxter.com/keras-developer-income-and-opportunity/" target="_blank">associated blog article on the income levels of Keras developers</a>:</p>



<figure class="wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio"><div class="wp-block-embed__wrapper">
<iframe title="From Keras to $65/h+ on Upwork... Juan" width="937" height="527" src="https://www.youtube.com/embed/rEQ3Jr3iX6U?feature=oembed" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" referrerpolicy="strict-origin-when-cross-origin" allowfullscreen></iframe>
</div></figure>



<p><strong>Cheat Sheets:</strong></p>



<ol class="wp-block-list"><li><a href="https://s3.amazonaws.com/assets.datacamp.com/blog_assets/Keras_Cheat_Sheet_Python.pdf" target="_blank" rel="noreferrer noopener">https://s3.amazonaws.com/assets.datacamp.com/blog_assets/Keras_Cheat_Sheet_Python.pdf</a></li><li><a href="https://raw.githubusercontent.com/rstudio/cheatsheets/master/keras.pdf" target="_blank" rel="noreferrer noopener">https://raw.githubusercontent.com/rstudio/cheatsheets/master/keras.pdf</a></li><li><a href="https://www.datacamp.com/community/blog/keras-cheat-sheet" target="_blank" rel="noreferrer noopener">https://www.datacamp.com/community/blog/keras-cheat-sheet</a></li><li><a href="https://becominghuman.ai/keras-cheat-sheet-neural-networks-in-python-738c0d170c2e" target="_blank" rel="noreferrer noopener">https://becominghuman.ai/keras-cheat-sheet-neural-networks-in-python-738c0d170c2e</a></li><li><a href="https://github.com/haribaskar/Keras_Cheat_Sheet_Python" target="_blank" rel="noreferrer noopener">https://github.com/haribaskar/Keras_Cheat_Sheet_Python</a></li></ol>



<h2 class="wp-block-heading">PyTorch Cheat Sheets</h2>



<p>PyTorch is an open-source machine learning library based on the Torch library, used for applications such as computer vision and natural language processing, primarily developed by Facebook&#8217;s AI Research lab. It is free and open-source software released under the Modified BSD license. <a href="https://en.wikipedia.org/wiki/PyTorch" target="_blank" rel="noreferrer noopener">Wikipedia</a></p>



<div class="wp-block-image"><figure class="aligncenter size-large"><a href="https://www.simonwenkel.com/publications/cheatsheets/pdf/cheatsheet_pytorch.pdf" target="_blank" rel="noopener"><img loading="lazy" decoding="async" width="1024" height="724" src="https://blog.finxter.com/wp-content/uploads/2021/04/image-62-1024x724.png" alt="" class="wp-image-29087" srcset="https://blog.finxter.com/wp-content/uploads/2021/04/image-62-1024x724.png 1024w, https://blog.finxter.com/wp-content/uploads/2021/04/image-62-300x212.png 300w, https://blog.finxter.com/wp-content/uploads/2021/04/image-62-768x543.png 768w, https://blog.finxter.com/wp-content/uploads/2021/04/image-62.png 1210w" sizes="auto, (max-width: 1024px) 100vw, 1024px" /></a></figure></div>



<p> </p>



<p><strong>Cheat Sheets:</strong> </p>



<ol class="wp-block-list"><li><a href="https://blog.finxter.com/top-pytorch-cheat-sheets/" target="_blank" rel="noreferrer noopener">https://blog.finxter.com/top-pytorch-cheat-sheets/</a></li><li><a href="https://tutorials.pytorch.kr/beginner/ptcheat.html" target="_blank" rel="noreferrer noopener">https://tutorials.pytorch.kr/beginner/ptcheat.html</a></li><li><a href="https://www.simonwenkel.com/publications/cheatsheets/pdf/cheatsheet_pytorch.pdf" target="_blank" rel="noreferrer noopener">https://www.simonwenkel.com/publications/cheatsheets/pdf/cheatsheet_pytorch.pdf</a></li><li><a href="https://pytorch.org/tutorials/beginner/ptcheat.html" target="_blank" rel="noreferrer noopener">https://pytorch.org/tutorials/beginner/ptcheat.html</a></li><li><a href="https://www.kdnuggets.com/2019/08/pytorch-cheat-sheet-beginners.html" target="_blank" rel="noreferrer noopener">https://www.kdnuggets.com/2019/08/pytorch-cheat-sheet-beginners.html</a></li></ol>



<h2 class="wp-block-heading">Selenium Cheat Sheets</h2>



<p>Selenium is a portable framework for testing web applications. Selenium provides a playback tool for authoring functional tests without the need to learn a test scripting language. <a href="https://en.wikipedia.org/wiki/Selenium_(software)">Wikipedia</a><br></p>



<p><strong>Cheat Sheets:</strong></p>



<ol class="wp-block-list"><li><a href="https://intellipaat.com/blog/tutorial/selenium-tutorial/selenium-cheat-sheet/" target="_blank" rel="noreferrer noopener">https://intellipaat.com/blog/tutorial/selenium-tutorial/selenium-cheat-sheet/</a></li><li><a href="https://cheatography.com/tag/selenium/" target="_blank" rel="noreferrer noopener">https://cheatography.com/tag/selenium/</a></li><li><a href="https://medium.com/@madhankumaravelu93/selenium-cheat-sheet-a-comprehensive-list-of-selenium-commands-fa4c5c9d11ab" target="_blank" rel="noreferrer noopener">https://medium.com/@madhankumaravelu93/selenium-cheat-sheet-a-comprehensive-list-of-selenium-commands-fa4c5c9d11ab</a></li><li><a href="http://www.cheat-sheets.org/saved-copy/rc067-010d-selenium-1.pdf" target="_blank" rel="noreferrer noopener">http://www.cheat-sheets.org/saved-copy/rc067-010d-selenium-1.pdf</a></li><li><a href="https://www.cppbuzz.com/selenium/cheat-sheet-for-selenium-automation" target="_blank" rel="noreferrer noopener">https://www.cppbuzz.com/selenium/cheat-sheet-for-selenium-automation</a></li></ol>



<p></p>



<h2 class="wp-block-heading">Open CV Cheat Sheets</h2>



<p>OpenCV is a library of programming functions mainly aimed at real-time computer vision. It was originally developed by Intel, it was later supported by Willow Garage then Itseez. The library is cross-platform and free for use under the open-source Apache 2 License. <a href="https://en.wikipedia.org/wiki/OpenCV" target="_blank" rel="noreferrer noopener">Wikipedia</a></p>



<p><strong>Cheat Sheets:</strong></p>



<ol class="wp-block-list"><li><a href="https://blog.finxter.com/best-python-opencv-cheat-sheet/" target="_blank" rel="noreferrer noopener">https://blog.finxter.com/best-python-opencv-cheat-sheet/</a></li><li><a href="https://medium.com/analytics-vidhya/cheat-sheet-for-opencv-all-you-want-to-know-2021-edition-part-1-8b63963f9f7" target="_blank" rel="noreferrer noopener">https://medium.com/analytics-vidhya/cheat-sheet-for-opencv-all-you-want-to-know-2021-edition-part-1-8b63963f9f7</a></li><li><a href="https://heartbeat.fritz.ai/opencv-python-cheat-sheet-from-importing-images-to-face-detection-52919da36433" target="_blank" rel="noreferrer noopener">https://heartbeat.fritz.ai/opencv-python-cheat-sheet-from-importing-images-to-face-detection-52919da36433</a></li><li><a href="https://cheatography.com/thatguyandy27/cheat-sheets/open-cv/" target="_blank" rel="noreferrer noopener">https://cheatography.com/thatguyandy27/cheat-sheets/open-cv/</a></li><li><a href="https://github.com/abdul-rehman-2050/OpenCV-Cheatsheet" target="_blank" rel="noreferrer noopener">https://github.com/abdul-rehman-2050/OpenCV-Cheatsheet</a></li><li><a href="https://github.com/amirbawab/OpenCV-cheat-sheet" target="_blank" rel="noreferrer noopener">https://github.com/amirbawab/OpenCV-cheat-sheet</a></li><li><a href="https://duck.co/ia/view/opencv_python_cheat_sheet" target="_blank" rel="noreferrer noopener">https://duck.co/ia/view/opencv_python_cheat_sheet</a></li></ol>



<h2 class="wp-block-heading">NetworkX Cheat Sheets</h2>



<p>NetworkX is a Python library for studying graphs and networks. NetworkX is free software released under the BSD-new license. <a href="https://en.wikipedia.org/wiki/NetworkX" target="_blank" rel="noreferrer noopener">Wikipedia</a></p>



<p><strong>Cheat Sheets:</strong></p>



<ol class="wp-block-list"><li><a href="https://cheatography.com/murenei/cheat-sheets/network-analysis-with-python-and-networkx/" target="_blank" rel="noreferrer noopener">https://cheatography.com/murenei/cheat-sheets/network-analysis-with-python-and-networkx/</a></li><li><a href="https://networkx.org/documentation/latest/_downloads/networkx_reference.pdf" target="_blank" rel="noreferrer noopener">https://networkx.org/documentation/latest/_downloads/networkx_reference.pdf</a></li><li><a href="https://github.com/adamilyas/complex-networks/blob/master/networkx%20Cheat%20Sheet.pdf" target="_blank" rel="noreferrer noopener">https://github.com/adamilyas/complex-networks/blob/master/networkx%20Cheat%20Sheet.pdf</a></li><li><a href="https://www.cl.cam.ac.uk/~cm542/teaching/2011/stna-pdfs/stna-lecture11.pdf" target="_blank" rel="noreferrer noopener">https://www.cl.cam.ac.uk/~cm542/teaching/2011/stna-pdfs/stna-lecture11.pdf</a></li><li><a href="https://www.python-graph-gallery.com/cheat-sheets/" target="_blank" rel="noreferrer noopener">https://www.python-graph-gallery.com/cheat-sheets/</a></li></ol>



<h2 class="wp-block-heading">RDFLib Cheat Sheets</h2>



<p>RDFLib is a Python library for working with RDF, a simple yet powerful language for representing information. This library contains parsers/serializers for almost all of the known RDF serializations, such as RDF/XML, Turtle, N-Triples, &amp; JSON-LD, many of which are now supported in their updated form. </p>



<p><strong>Cheat sheets:</strong></p>



<ol class="wp-block-list"><li><a href="https://vincenttunru.gitlab.io/tripledoc/docs/cheatsheet" target="_blank" rel="noreferrer noopener">https://vincenttunru.gitlab.io/tripledoc/docs/cheatsheet</a></li><li><a href="https://www.slideshare.net/LeeFeigenbaum/sparql-cheat-sheet" target="_blank" rel="noreferrer noopener">https://www.slideshare.net/LeeFeigenbaum/sparql-cheat-sheet</a></li><li><a href="https://groups.google.com/g/rdflib-dev/c/BdQDCrGjd60?pli=1" target="_blank" rel="noreferrer noopener">https://groups.google.com/g/rdflib-dev/c/BdQDCrGjd60?pli=1</a></li><li><a href="http://explore.dublincore.net/educational_audience/student/page/7/" target="_blank" rel="noreferrer noopener">http://explore.dublincore.net/educational_audience/student/page/7/</a></li></ol>






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<p>The post <a href="https://blog.finxter.com/top-20-machine-learning-library-cheat-sheets/">Top 37 Python Machine Learning Library Cheat Sheets</a> appeared first on <a href="https://blog.finxter.com">Be on the Right Side of Change</a>.</p>
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