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<li><ahref="https://github.com/mining/mining">Open Mining</a> - Business Intelligence (BI) in Pandas interface.</li>
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<li><ahref="https://orange.biolab.si/">Orange</a> - Data mining, data visualization, analysis and machine learning through visual programming or scripts.</li>
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<li><ahref="http://pandas.pydata.org/">Pandas</a> - A library providing high-performance, easy-to-use data structures and data analysis tools.</li>
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<li><ahref="https://github.com/ironmussa/Optimus">Optimus</a> - Cleansing, pre-processing, feature engineering, exploratory data analysis and easy Machine Learning with a PySpark backend.</li>
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</ul>
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<h2id="data-validation">Data Validation</h2>
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<p><em>Libraries for validating data. Used for forms in many cases.</em></p>
@@ -2282,6 +2283,7 @@ <h2 id="natural-language-processing">Natural Language Processing</h2>
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<li><ahref="https://github.com/isnowfy/snownlp">SnowNLP</a> - A library for processing Chinese text.</li>
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<li><ahref="https://spacy.io/">spaCy</a> - A library for industrial-strength natural language processing in Python and Cython.</li>
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<li><ahref="https://github.com/sloria/TextBlob">TextBlob</a> - Providing a consistent API for diving into common NLP tasks.</li>
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<li><ahref="https://github.com/PetrochukM/PyTorch-NLP">PyTorch-NLP</a> - A toolkit enabling rapid deep learning NLP prototyping for research.</li>