A complete Python Libraries Repository for Data Science (with Tutorials)

The most comprehensive Repository of Python Libraries for Data Science

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EDA, Visualization & Data Handling

S No.	Library	Year Released	Release Docs	Tutorials
1	Plotnine / ggplot2	2017	https://plotnine.readthedocs.io/en/stable/	https://analyticsindiamag.com/a-hands-on-guide-to-implementing-ggplot-in-python-using-plotnine/
2	JoyPy	2017	https://github.com/leotac/joypy	https://analyticsindiamag.com/a-hands-on-guide-to-joypy-for-drawing-interactive-joyplots/
3	Hypertools	2017	https://hypertools.readthedocs.io/en/latest/#	https://analyticsindiamag.com/how-to-visualize-and-manipulate-high-dimensional-data-using-hypertools/
4	Alibi Detect	2019	https://docs.seldon.io/projects/alibi-detect/en/latest/	https://analyticsindiamag.com/a-hands-on-guide-to-outlier-detection-with-alibi-detect/
5	Pytorch Tabular	2021	https://pytorch-tabular.readthedocs.io/en/latest/	1. https://analyticsindiamag.com/how-to-handle-tabular-data-for-deep-learning-using-pytorch-tabular/
5	Pytorch Tabular	2021	https://pytorch-tabular.readthedocs.io/en/latest/	2. https://analyticsindiamag.com/inside-pytorch-tabular-a-deep-learning-framework-for-tabular-data/
6	PyeCharts	2017	https://pyecharts.org/#/en-us/	1. https://analyticsindiamag.com/a-deep-dive-into-pyecharts-a-python-tool-for-data-visualization/
				https://analyticsindiamag.com/a-guide-to-different-visualizations-with-plotly-express-for-practitioners/
				2. https://analyticsindiamag.com/how-to-use-plotly-in-colab/
				3. https://analyticsindiamag.com/plotly-vs-seaborn-compari/
				https://analyticsindiamag.com/10-free-resources-to-learn-plotly/
8	Creme	2019	https://maxhalford.github.io/	https://analyticsindiamag.com/how-to-learn-from-streaming-data-with-creme-in-python/
9	GeoPandas	2016	https://geopandas.org/en/stable/docs.html	https://analyticsindiamag.com/a-guide-to-geopandas-for-geospatial-data-visualization/
10	DataPrep			https://analyticsindiamag.com/exploring-dataprep-a-python-library-for-data-preparation-eda/
10	DataPrep			https://analyticsindiamag.com/tutorial-for-dataprep-a-python-library-to-prepare-your-data-before-training/
11	RTDL	2021	https://yandex-research.github.io/rtdl/stable/index.html	https://analyticsindiamag.com/creating-deep-learning-models-for-tabular-data-using-rtdl/
12	Mito	2021	https://docs.trymito.io/	https://analyticsindiamag.com/guide-to-mito-a-low-code-tool-for-exploratory-data-analysiseda/
13	Augly	2021	https://github.com/facebookresearch/AugLy	1. https://analyticsindiamag.com/complete-guide-to-augly-a-modern-data-augmentation-library/
13	Augly	2021	https://github.com/facebookresearch/AugLy	https://analyticsindiamag.com/the-good-the-bad-and-the-augly-behind-facebooks-newly-open-sourced-library/
14	Librosa	2014	https://librosa.org/doc/latest/index.html	https://analyticsindiamag.com/hands-on-guide-to-librosa-for-handling-audio-files/
15	PyXLL-Jupyter	2020	https://www.pyxll.com/docs/videos/pyxll-jupyter.html	https://analyticsindiamag.com/a-guide-to-pyxll-jupyter-package-for-excel-integration/
16	EDA Libraries			https://analyticsindiamag.com/insane-exploratory-data-analysis-libraries/
17	OpenPyXL	2021	https://openpyxl.readthedocs.io/en/stable/index.html	https://analyticsindiamag.com/guide-to-openpyxl-a-python-module-for-excel/
18	Atoti	2020	https://www.atoti.io/	https://analyticsindiamag.com/overview-of-atoti-a-python-bi-analytics-tool/
19	labelCloud	2021	https://github.com/ch-sa/labelCloud	https://analyticsindiamag.com/labelcloud-python-tool-for-annotating-3d-point-clouds/
20	Plot3D	2021	https://cran.r-project.org/web/packages/plot3D/plot3D.pdf	https://analyticsindiamag.com/visualize-data-in-3d-using-plot3d-r-package/
21	PyMongo	2018	https://pymongo.readthedocs.io/en/stable/index.html	https://analyticsindiamag.com/guide-to-pymongo-a-python-wrapper-for-mongodb/
22	Pandas DataFrame	2014	https://pandas.pydata.org/pandas-docs/version/1.1.5/user_guide/dsintro.html#dataframe	https://analyticsindiamag.com/comprehensive-guide-to-pandas-dataframes-with-python-codes/
23	DataPane	2020	https://docs.datapane.com/	1. https://analyticsindiamag.com/creating-interactive-data-reports-with-datapane/
23	DataPane	2020	https://docs.datapane.com/	2. https://analyticsindiamag.com/hands-on-guide-to-datapane-python-tool-for-reporting-and-visualization/
24	SDV	2018	https://sdv.dev/SDV/index.html	https://analyticsindiamag.com/guide-to-synthetic-data-vault-an-ecosystem-of-synthetic-data-generation-libraries/
25	Querybook	2020	https://github.com/pinterest/querybook	https://analyticsindiamag.com/pinterest-open-sources-big-data-analytics-tool-querybook-major-features-set-up-instructions/
26	DSNE	2021	https://github.com/songtingstone/dsne	https://analyticsindiamag.com/complete-guide-to-dsne-a-velocity-visualization-tool/
27	DDSP	2020	https://github.com/magenta/ddsp	https://analyticsindiamag.com/guide-to-differentiable-digital-signal-processing-ddsp-library-with-python-code/
28	PyDictionary	2014	https://github.com/geekpradd/PyDictionary	https://analyticsindiamag.com/complete-guide-on-pydictionary-a-real-dictionary-module-in-python/
29	Visualizer	2020	https://github.com/MosaabMuhammed/visualizer	https://analyticsindiamag.com/complete-guide-to-visualizer-python-library-for-automating-visualization/
30	Folium	2014	https://python-visualization.github.io/folium/	https://analyticsindiamag.com/hands-on-tutorial-on-folium-python-library-for-geographical-data-visualization/
31	Bokeh	2013	https://bokeh.org/	https://analyticsindiamag.com/hands-on-tutorial-on-bokeh-open-source-python-library-for-interactive-visualizations/
32	faker	2019	https://www.npmjs.com/package/faker	https://analyticsindiamag.com/faker-tutorial-a-python-library-to-create-your-own-dataset/
33	Autoplotter	2020	https://github.com/ersaurabhverma/autoplotter	https://analyticsindiamag.com/autoplotter-tutorial-open-source-python-library-for-gui-based-eda/
34	Numpy	2006	https://numpy.org/	https://analyticsindiamag.com/beginners-guide-numpy-must-python-library-data-scientist-toolkit/
35	Seaborn	2013	https://seaborn.pydata.org/	https://analyticsindiamag.com/a-beginners-guide-to-seaborn-pythons-visualization-library/
36	Meerkat	2021	https://meerkat.readthedocs.io/en/latest/index.html	https://analyticsindiamag.com/meet-meerkat-a-new-data-library-to-wrangle-complex-ml-datasets/
37	Featuretools	2017	https://www.featuretools.com/	https://analyticsindiamag.com/introduction-to-featuretools-a-python-framework-for-automated-feature-engineering/
38	Mayavi	2015	http://docs.enthought.com/mayavi/mayavi/	https://analyticsindiamag.com/guide-to-mayavi-a-python-tool-for-visualizing-and-plotting-2d-3d-scientific-data/
39	Lux	2020	https://lux-api.readthedocs.io/en/latest/?badge=latest	https://analyticsindiamag.com/python-guide-to-lux-an-interactive-visual-discovery/
40	PyOD	2018	https://pyod.readthedocs.io/en/latest/	https://analyticsindiamag.com/guide-to-pyod-a-python-toolkit-for-outlier-detection/
41	PyVista	2017	https://docs.pyvista.org/index.html	https://analyticsindiamag.com/hands-on-guide-to-pyvista-a-python-package-for-3d-plotting-and-mesh-analysis/
42	Pytorch 3D	2020	https://pytorch3d.readthedocs.io/en/latest/	https://analyticsindiamag.com/hands-on-guide-to-pytorch3d-a-library-for-deep-learning-with-3d-data/
43	Tabulate	2013	https://github.com/astanin/python-tabulate	https://analyticsindiamag.com/beginners-guide-to-tabulate-python-tool-for-creating-nicely-formatted-tables/
44	Datatable	2018	https://datatable.readthedocs.io/en/latest/?badge=latest	https://analyticsindiamag.com/hands-on-guide-to-datatable-library-for-faster-eda/
45	Graphviz	2014	https://graphviz.org/	https://analyticsindiamag.com/hands-on-guide-to-graphviz-python-tool-to-define-and-visualize-graphs/
46	Missingo	2016	https://github.com/ResidentMario/missingno	https://analyticsindiamag.com/tutorial-on-missingno-python-tool-to-visualize-missing-values/
47	Lens	2017	https://lens.readthedocs.io/en/latest/	https://analyticsindiamag.com/hands-on-tutorial-on-lens-python-tool-for-swift-statistical-analysis/
48	Altair	2016	https://altair-viz.github.io/	https://analyticsindiamag.com/complete-guide-on-altair-python-tool-for-attractive-data-visualizations/
49	DearPyGui	2021	https://dearpygui.readthedocs.io/en/latest/?badge=latest	https://analyticsindiamag.com/complete-tutorial-on-dearpygui-gpu-accelerated-python-gui-framework/
50	Pygal	2012	https://www.pygal.org/en/stable/	https://analyticsindiamag.com/complete-tutorial-on-pygal-a-python-tool-for-interactive-and-scalable-visualization/
51	Pyjanitor	2018	https://github.com/pyjanitor-devs/pyjanitor	https://analyticsindiamag.com/beginners-guide-to-pyjanitor-a-python-tool-for-data-cleaning/
52	Pattern	2011	https://github.com/clips/pattern	https://analyticsindiamag.com/hands-on-guide-to-pattern-a-python-tool-for-effective-text-processing-and-data-mining/
53	AutoFeat	2019	https://github.com/cod3licious/autofeat	https://analyticsindiamag.com/guide-to-automatic-feature-engineering-using-autofeat/
54	pandas-visual-analysis	2020	https://pandas-visual-analysis.readthedocs.io/en/latest/?badge=latest	https://analyticsindiamag.com/hands-on-guide-to-pandas-visual-analysis-way-to-speed-up-data-visualization/
55	Holoviews	2015	https://www.holoviews.org/	https://analyticsindiamag.com/hands-on-tutorial-on-holoviews-automated-visualization-based-on-short-data-annotations/
56	Vaex	2015	https://vaex.io/docs/installing.html	https://analyticsindiamag.com/hands-on-guide-to-vaex-tool-to-overcome-drawbacks-of-pandas/
57	Exploripy	2019	https://github.com/exploripy/exploripy	https://analyticsindiamag.com/hands-on-tutorial-on-exploripy-effortless-target-based-eda-tool/
58	dtale	2019	https://github.com/man-group/dtale	https://analyticsindiamag.com/dtale-tutorial-guide-to-visualize-pandas-data-structure/

Time Series

S No.	Library	Year Released	Release Docs	Tutorials
1	Tsfresh (feature engineering)	2018	https://tsfresh.readthedocs.io/en/latest/?badge=latest	https://analyticsindiamag.com/a-guide-to-feature-engineering-in-time-series-with-tsfresh/
2	Kats	2021	https://facebookresearch.github.io/Kats/	https://analyticsindiamag.com/a-guide-to-kats-python-tool-by-meta-for-effective-time-series-analysis/
3	Merlion	2021	https://github.com/salesforce/Merlion#documentation	https://analyticsindiamag.com/merlion-salesforces-latest-time-series-library-how-to-use-it-with-python-code/
3	Merlion	2021	https://github.com/salesforce/Merlion#documentation	https://analyticsindiamag.com/merlion-an-open-source-library/
4	RecBole	2020	https://recbole.io/	https://analyticsindiamag.com/hands-on-guide-to-recbole-recommendation-algorithms/
5	GreyKite	2021	https://linkedin.github.io/greykite/get_started	https://analyticsindiamag.com/linkedin-open-sources-this-new-library-for-time-series-forecasting/
6	Prophet	2017	https://facebook.github.io/prophet/	https://analyticsindiamag.com/comprehensive-guide-to-facebooks-prophet-with-python-code/
7	giotto-time	2019	https://docs-time.giotto.ai/	https://analyticsindiamag.com/guide-to-giotto-time-a-time-series-forecasting-python-library/
8	Top 10 Libraries			https://analyticsindiamag.com/top-10-python-tools-for-time-series-analysis/
9	TimeSynth	2019	https://github.com/TimeSynth/TimeSynth	https://analyticsindiamag.com/guide-to-timesynth-a-python-library-for-synthetic-time-series-generation/
10	Arrow	2015	https://arrow.readthedocs.io/en/latest/	https://analyticsindiamag.com/complete-guide-to-arrow-a-python-library-for-user-friendly-handling-of-dates-time-and-timestamps/
11	Sktime	2019	https://www.sktime.org/en/stable/	https://analyticsindiamag.com/sktime-library/
12	PyFlux	2016	https://pyflux.readthedocs.io/en/latest/	https://analyticsindiamag.com/pyflux-guide-python-library-for-time-series-analysis-and-prediction/
13	orbit	2020	https://orbit-ml.readthedocs.io/en/stable/	https://analyticsindiamag.com/hands-on-guide-to-orbit-ubers-python-framework-for-bayesian-forecasting-inference/
14	Pastas	2017	https://pastas.readthedocs.io/en/latest/	https://analyticsindiamag.com/guide-to-pastas-a-python-framework-for-hydrogeological-time-series-analysis/
15	Darts	2020	https://unit8co.github.io/darts/	https://analyticsindiamag.com/hands-on-guide-to-darts-a-python-tool-for-time-series-forecasting/
16	StreamLit	2018	https://streamlit.io/	https://analyticsindiamag.com/how-to-deploy-time-series-forecasting-models-using-streamlit/
17	AutoTS	2020	https://github.com/winedarksea/AutoTS	https://analyticsindiamag.com/hands-on-guide-to-autots-effective-model-selection-for-multiple-time-series/

Recommendation Systems

S No.	Library	Year Released	Release Docs	Tutorials
1	torchrec	2022	https://pytorch.org/torchrec/	https://analyticsindiamag.com/pytorch-introduces-torchrec-an-open-source-library-to-build-recommendation-systems/
2	Lenskit	2020	https://lkpy.readthedocs.io/en/stable/	https://analyticsindiamag.com/how-to-build-recommender-systems-using-lenskit/
3	RGRecSys	2022	https://github.com/salesforce/RGRecSys	https://analyticsindiamag.com/how-to-evaluate-recommender-systems-with-rgrecsys/
4	Surprise	2016	https://surprise.readthedocs.io/en/stable/getting_started.html	https://analyticsindiamag.com/a-guide-to-surprise-python-tool-for-recommender-systems/
5	Tensorflow Recommenders	2021	https://blog.tensorflow.org/2020/09/introducing-tensorflow-recommenders.html	https://analyticsindiamag.com/a-complete-guide-to-tensorflow-recommenders-with-python-code/

Anomaly Detection

S No.	Library	Year Released	Release Docs	Tutorials
1	Pyfbad	2022	https://github.com/Teknasyon-Teknoloji/pyfbad	https://analyticsindiamag.com/a-guide-to-end-to-end-anomaly-detection-using-pyfbad/

Model Visualization, Optimization and Robustness

S No.	Library	Year Released	Release Docs	Tutorials
1	PyCaret	2020	https://pycaret.org/	1. https://analyticsindiamag.com/how-to-visualize-different-ml-models-using-pycaret-for-optimization/
				2. https://analyticsindiamag.com/building-an-ml-classification-model-using-pycaret/
				https://analyticsindiamag.com/a-guide-to-interpretable-association-rule-mining-using-pycaret/
2	Quantus	2022	https://github.com/understandable-machine-intelligence-lab/Quantus	https://analyticsindiamag.com/a-guide-to-quantus-an-explainable-ai-toolkit/
3	Auto-ViML	2020	https://readthedocs.org/projects/auto-viml/	https://analyticsindiamag.com/a-guide-to-auto-viml-for-explainable-and-interpretable-machine-learning/
4	AdverTorch	2018	https://advertorch.readthedocs.io/en/latest/	https://analyticsindiamag.com/a-guide-to-advertorch-python-toolbox-for-adversarial-robustness/
5	OMLT	2022	https://omlt.readthedocs.io/en/latest/index.html#	https://analyticsindiamag.com/a-guide-to-omlt-an-optimization-machine-learning-toolkit/
6	CausalML	2020	https://causalml.readthedocs.io/en/latest/about.html	https://analyticsindiamag.com/what-is-uplift-modelling-and-how-can-it-be-done-with-causalml/
7	HpbandSter	2018	https://automl.github.io/HpBandSter/build/html/index.html	https://analyticsindiamag.com/a-guide-to-hyperparameter-optimization-using-hpbandster/
8	Foolbox	2017	https://foolbox.jonasrauber.de/	https://analyticsindiamag.com/how-to-ensure-robustness-of-neural-networks-using-foolbox/
9	Hyperopt	2013	http://hyperopt.github.io/hyperopt/	https://analyticsindiamag.com/how-to-use-hyperopt-for-distributed-hyperparameter-optimisation/
10	SHAP	2018	https://shap.readthedocs.io/en/latest/?badge=latest	https://analyticsindiamag.com/a-complete-guide-to-shap-shapley-additive-explanations-for-practitioners/
11	Cockpit	2021	https://cockpit.readthedocs.io/en/latest/index.html	https://analyticsindiamag.com/hands-on-guide-to-cockpit-a-debugging-tool-for-deep-learning-models/
12	Visualkeras	2020	https://github.com/paulgavrikov/visualkeras	https://analyticsindiamag.com/how-to-visualize-deep-learning-models-using-visualkeras/
13	ELI5	2016	https://eli5.readthedocs.io/en/latest/overview.html	https://analyticsindiamag.com/how-to-visualize-and-debug-machine-learning-models-using-eli5/
14	OpenBox	2021	https://open-box.readthedocs.io/en/latest/overview/overview.html	https://analyticsindiamag.com/hands-on-guide-to-openbox-toolkit-for-black-box-optimization/
15	SMAC	2016	https://automl.github.io/SMAC3/master/	https://analyticsindiamag.com/hands-on-guide-to-algorithm-configuration-using-smac/
16	LazyPredict	2019	https://lazypredict.readthedocs.io/en/latest/?badge=latest	https://analyticsindiamag.com/visualizing-and-comparing-ml-models-using-lazypredict/
17	Captum	2019	https://captum.ai/	https://analyticsindiamag.com/facebook-gives-away-captum-for-free-its-model-interpretability-library-for-pytorch/
18	Vowpal Wabbit	2014	https://vowpalwabbit.org/	https://analyticsindiamag.com/guide-to-vowpal-wabbit-a-state-of-the-art-library-for-interactive-machine-learning/
19	Optuna	2020	https://optuna.org/	https://analyticsindiamag.com/hands-on-python-guide-to-optuna-a-new-hyperparameter-optimization-tool/
20	Yellowbrick	2016	https://www.scikit-yb.org/en/latest/	https://analyticsindiamag.com/yellowbrick-hands-on-guide-a-python-tool-for-machine-learning-visualizations/
21	Adversarial Robustness Toolbox	2019	https://adversarial-robustness-toolbox.readthedocs.io/en/latest/?badge=latest	https://analyticsindiamag.com/adversarial-robustness-toolbox-art/
22	FLAML	2020	https://github.com/microsoft/FLAML	https://analyticsindiamag.com/guide-to-microsofts-flaml/

Natural language processing (NLP)

S No.	Library	Year Released	Release Docs	Tutorials
1	GluonNLP	2018	https://nlp.gluon.ai/index.html	https://analyticsindiamag.com/a-guide-to-gluonnlp-deep-learning-framework-for-nlp/
2	Gensim	2016	https://radimrehurek.com/gensim/index.htm	https://analyticsindiamag.com/getting-started-with-gensim-for-basic-nlp-tasks/
3	ECCO	2020	https://ecco.readthedocs.io/en/main/	https://analyticsindiamag.com/a-guide-to-ecco-python-based-tool-for-explainability-of-transformers/
4	Perceiver IO	2021	https://huggingface.co/docs/transformers/model_doc/perceiver	https://analyticsindiamag.com/hands-on-guide-to-hugging-face-perceiverio-for-text-classification/
5	NeuSpell	2020	https://github.com/neuspell/neuspell#Installation	https://analyticsindiamag.com/neuspell-a-neural-net-based-spelling-correction-toolkit/
6	Datasets	2020	https://huggingface.co/docs/datasets/index	https://analyticsindiamag.com/datasets-a-community-library-for-nlp-by-hugging-face/
7	TextBlob	2013	https://textblob.readthedocs.io/en/dev/quickstart.html	https://analyticsindiamag.com/how-to-obtain-a-sentiment-score-for-a-sentence-using-textblob/
7	TextBlob	2013	https://textblob.readthedocs.io/en/dev/quickstart.html	https://analyticsindiamag.com/lets-learn-textblob-quickstart-a-python-library-for-processing-textual-data/
8	OpenNRE	2020	https://opennre-docs.readthedocs.io/en/latest/get_started/introduction.html	https://analyticsindiamag.com/beginners-guide-to-opennre-toolkit/
9	Small-Text	2021	https://small-text.readthedocs.io/en/latest/	https://analyticsindiamag.com/hands-on-guide-to-small-text-a-python-tool-for-active-learning/
10	PySentimiento	2020	https://github.com/pysentimiento/pysentimiento	https://analyticsindiamag.com/guide-to-pysentimiento-toolkit-text-classification-using-transformers/
11	FastText	2017	https://fasttext.cc/docs/en/supervised-tutorial.html	1. https://analyticsindiamag.com/guide-to-facebooks-fasttext-for-text-representations-and-classifiers/
12	CleanText	2021	https://github.com/prasanthg3/cleantext	https://analyticsindiamag.com/guide-to-cleantext-a-python-package-to-clean-raw-text-data/
13	skweak	2021	https://github.com/NorskRegnesentral/skweak/tree/a842b88fa18dc0690d7bf26202d40a67bb8d3725	https://analyticsindiamag.com/meet-skweak-a-python-toolkit-for-applying-weak-supervision-to-nlp-tasks/
14	StanfordNLP	2019	https://stanfordnlp.github.io/stanfordnlp/	https://analyticsindiamag.com/hands-on-guide-to-stanfordnlp-a-python-wrapper-for-popular-nlp-library-corenlp/
15	polyglot	2014	http://polyglot.readthedocs.org/	https://analyticsindiamag.com/hands-on-tutorial-on-polyglot-python-toolkit-for-multilingual-nlp-applications/
16	text2emotion	2020	https://github.com/aman2656/text2emotion-library	https://analyticsindiamag.com/social-media-monitoring-emotional-analysis-using-text2emotion-in-python/
17	NLP-Profiler	2020	https://github.com/neomatrix369/nlp_profiler	https://analyticsindiamag.com/complete-guide-on-nlp-profiler-python-tool-for-profiling-of-textual-dataset/
18	texthero	2020	https://github.com/jbesomi/texthero	https://analyticsindiamag.com/texthero-guide-a-python-toolkit-for-text-processing/
19	Stanza	2017	https://stanfordnlp.github.io/stanza/	https://analyticsindiamag.com/stanza-a-new-nlp-library-by-stanford/
20	Spacy	2015	https://spacy.io/	https://analyticsindiamag.com/nlp-deep-learning-nlp-framework-nlp-model/
21	scattertext	2016	https://github.com/JasonKessler/scattertext	https://analyticsindiamag.com/visualizing-sentiment-analysis-reports-using-scattertext-nlp-tool/

Model fitting & AutoML

S No.	Library	Year Released	Release Docs	Tutorials
1	Torchbearer	2018	http://www.pytorchbearer.org/	https://analyticsindiamag.com/how-to-use-torchbearer-for-fitting-ml-models-with-pytorch/
2	TensorLayer	2017	https://tensorlayer.readthedocs.io/en/latest/	https://analyticsindiamag.com/a-guide-to-tensorlayer-for-efficient-deep-learning-development/
2	TensorLayer	2017	https://tensorlayer.readthedocs.io/en/latest/	https://analyticsindiamag.com/what-is-tensorlayer-and-how-is-it-different-from-tensorflows-other-machine-learning-libraries/
3	AdaNet	2018	https://adanet.readthedocs.io/en/v0.9.0/	https://analyticsindiamag.com/how-to-ensemble-neural-networks-using-adanet/
4	Ludwig	2019	https://ludwig-ai.github.io/ludwig-docs/0.4/	https://analyticsindiamag.com/ludwig-a-type-based-declarative-deep-learning-toolbox/
5	Chainer	2015	https://chainer.org/	https://analyticsindiamag.com/a-guide-to-chainer-a-flexible-toolkit-for-neural-networks/
6	Dask	2015	https://docs.dask.org/en/stable/	https://analyticsindiamag.com/a-guide-to-dask-parallel-computing-tool-in-python-for-big-data/
6	Dask	2015	https://docs.dask.org/en/stable/	https://analyticsindiamag.com/why-you-should-use-dask-if-you-are-into-data-science-and-machine-learning/
7	River	2021	https://riverml.xyz/latest/	https://analyticsindiamag.com/a-guide-to-river-a-python-tool-for-online-learning/
8	AutoGluon	2020	https://auto.gluon.ai/stable/index.html	https://analyticsindiamag.com/a-guide-to-using-autogluon-for-automating-machine-learning-tasks/
9	PaDELPy	2019	http://www.yapcwsoft.com/dd/padeldescriptor/	https://analyticsindiamag.com/hands-on-guide-to-padelpy-for-ml-model-building/
10	PyKale	2021	https://pykale.readthedocs.io/en/latest/introduction.html	https://analyticsindiamag.com/hands-on-guide-to-pykale-a-python-tool-for-multimodal-and-transfer-learning/
11	Qiskit	2018	https://qiskit.org/documentation/tutorials/circuits/1_getting_started_with_qiskit.html	https://analyticsindiamag.com/beginners-guide-to-qiskit-for-quantum-computing/
12	PySpark	2014	https://spark.apache.org/	1. https://analyticsindiamag.com/beginners-guide-to-machine-learning-with-apache-spark/
12	PySpark	2014	https://spark.apache.org/	2. https://analyticsindiamag.com/beginners-guide-to-pyspark-how-to-set-up-apache-spark-on-aws/
13	EasyGA	2020	https://github.com/danielwilczak101/EasyGA	https://analyticsindiamag.com/genetic-algorithms-made-easy-with-easyga/
14	XBNet	2021	https://github.com/tusharsarkar3/XBNet	https://analyticsindiamag.com/guide-to-xbnet-an-extremely-boosted-neural-network/
15	Py-MAF	2021	https://hongwenzhang.github.io/pymaf/	https://analyticsindiamag.com/guide-to-pymaf-pyramidal-mesh-alignment-feedback/
16	Avalanche	2021	https://avalanche.continualai.org/	https://analyticsindiamag.com/avalanche-a-python-library-for-continual-learning/
17	Flashlight	2018	https://fl.readthedocs.io/en/latest/	https://analyticsindiamag.com/flashlight-facebook-launches-ml-library-built-on-c/
18	PyTerrier	2021	https://pyterrier.readthedocs.io/en/latest/	https://analyticsindiamag.com/guide-to-pyterrier-a-python-framework-for-information-retrieval/
19	GpBoost	2020	https://github.com/fabsig/GPBoost	https://analyticsindiamag.com/guide-to-gpboost-a-machine-learning-library-to-combine-tree-boosting/
20	Pykg2vec	2019	https://pykg2vec.readthedocs.io/en/latest/?badge=latest	https://analyticsindiamag.com/pykg2vec/
21	TensorLy	2021	http://tensorly.org/stable/index.html	https://analyticsindiamag.com/guide-to-tensorly-a-python-library-for-tensor-learning/
22	GPyTorch	2018	https://gpytorch.ai/	https://analyticsindiamag.com/guide-to-gpytorch-a-python-library-for-gaussian-process-models/
23	Nevergrad	2019	https://facebookresearch.github.io/nevergrad/	https://analyticsindiamag.com/fbs-new-python-library-nevergrad-provides-a-collection-of-algorithms-that-dont-require-gradient-computation/
24	pm4Py	2018	https://pm4py.fit.fraunhofer.de/	https://analyticsindiamag.com/guide-to-pm4py-python-framework-for-process-mining-algorithms/
25	AmpliGraph	2019	https://docs.ampligraph.org/en/1.4.0/?badge=latest	https://analyticsindiamag.com/guide-to-ampligraph-a-machine-learning-library-for-knowledge-graphs/
26	PyTorch Metric Learning	2020	https://kevinmusgrave.github.io/pytorch-metric-learning/	https://analyticsindiamag.com/guide-to-pytorch-metric-learning-a-library-for-implementing-metric-learning-algorithms/
27	learn2learn	2020	http://learn2learn.net/	https://analyticsindiamag.com/guide-to-learn2learn-a-library-for-meta-learning-research/
28	OpenFL	2021	https://openfl.readthedocs.io/en/latest/install.html	https://analyticsindiamag.com/guide-to-open-federated-learning-openfl-an-intels-python-framework/
29	Pgmpy	2020	https://pgmpy.org/	https://analyticsindiamag.com/guide-to-pgmpy-probabilistic-graphical-models-with-python-code/
30	Allenact	2020	https://allenact.org/	https://analyticsindiamag.com/hands-on-python-guide-to-allenact-an-embodied-ai-project/
31	Torchmeta	2019	https://tristandeleu.github.io/pytorch-meta/	https://analyticsindiamag.com/guide-to-torchmeta-a-meta-learning-library-for-pytorch/
32	LAMA	2020	https://lightautoml.readthedocs.io/en/latest/	https://analyticsindiamag.com/hands-on-python-guide-to-lama-an-automatic-ml-model-creation-framework/
33	Wandb	2017	https://wandb.ai/site	https://analyticsindiamag.com/hands-on-guide-to-weights-and-biases-wandb-with-python-implementation/
34	Hummingbird	2020	https://microsoft.github.io/hummingbird/	https://analyticsindiamag.com/guide-to-hummingbird-a-microsofts-library-for-expediting-traditional-machine-learning-models/
35	dabl	2019	https://github.com/amueller/dabl	https://analyticsindiamag.com/lets-learn-dabl-a-python-tool-for-data-analysis-and-ml-automation/
36	comet_ml	2017	https://www.comet.ml/docs/	https://analyticsindiamag.com/how-to-supercharge-your-machine-learning-experiments-with-comet-ml/
37	Voila	2018	https://voila.readthedocs.io/en/stable/install.html	https://analyticsindiamag.com/complete-guide-to-voila-to-turn-a-jupyter-notebook-into-a-standalone-web-application/

Computer Vision

S No.	Library	Year Released	Release Docs	Tutorials
1	Py-FEAT	2021	https://py-feat.org/content/intro.html	https://analyticsindiamag.com/a-guide-to-facial-expression-analysis-using-py-feat/
2	VisionKG	2021	https://vision.semkg.org/	https://analyticsindiamag.com/how-to-query-data-for-computer-vision-tasks-using-visionkg/
3	ChainerCV	2017	https://chainercv.readthedocs.io/en/latest/?badge=latest	https://analyticsindiamag.com/chainercv-tutorial-a-tool-for-major-computer-vision-tasks/
4	MMOCR	2021	https://mmocr.readthedocs.io/en/latest/install.html	https://analyticsindiamag.com/a-guide-to-text-detection-and-recognition-using-mmocr/
5	Pymatting	2020	https://pymatting.github.io/	https://analyticsindiamag.com/a-beginners-guide-to-image-matting-in-python/
6	IceVision	2020	https://airctic.com/0.12.0/	https://analyticsindiamag.com/a-hands-on-guide-to-icevision-framework-for-object-detection/
7	OpenCV	2000	https://opencv.org/	1. https://analyticsindiamag.com/complete-tutorial-on-image-transformations-with-opencv/
				2. https://analyticsindiamag.com/image-processing-with-opencv-in-python/
				3. https://analyticsindiamag.com/getting-started-with-opencv-in-python/
8	LayoutParser	2020	https://layout-parser.readthedocs.io/en/latest/	https://analyticsindiamag.com/guide-to-layoutparser-a-document-image-analysis-python-library/
9	MMDetection	2021	https://mmdetection.readthedocs.io/en/latest/	https://analyticsindiamag.com/guide-to-mmdetection-an-object-detection-python-toolbox/
10	Albumentation	2018	https://albumentations.ai/	https://analyticsindiamag.com/hands-on-guide-to-albumentation/
11	Pillow	2010	https://python-pillow.org/	https://analyticsindiamag.com/hands-on-guide-to-pillow-python-library-for-image-processing/
12	VISSL	2021	https://github.com/facebookresearch/vissl	https://analyticsindiamag.com/guide-to-vissl-vision-library-for-self-supervised-learning/
13	TorchIo	2020	https://torchio.readthedocs.io/	https://analyticsindiamag.com/torchio-3d-medical-imaging/
14	Pgmagic	2010	https://github.com/hhatto/pgmagick	https://analyticsindiamag.com/complete-guide-on-pgmagick-python-tool-for-image-processing/
15	Kornia	2018	https://kornia.github.io/	https://analyticsindiamag.com/guide-to-kornia-an-opencv-inspired-pytorch-framework/
16	EasyOCR	2020	https://www.jaided.ai/easyocr/	https://analyticsindiamag.com/hands-on-tutorial-on-easyocr-for-scene-text-detection-in-images/

Clustering

S No.	Library	Year Released	Release Docs	Tutorials
1	CLASSIX	2022	https://classix.readthedocs.io/en/latest/?badge=latest	https://analyticsindiamag.com/how-to-perform-fast-and-explainable-clustering-using-classix/
2	PyClustering	2018	https://pyclustering.github.io/docs/0.8.2/html/index.html	https://analyticsindiamag.com/comprehensive-guide-to-clarans-clustering-algorithm/

Reinforcement Learning

S No.	Library	Year Released	Release Docs	Tutorials
1	Panda-Gym	2021	https://panda-gym.readthedocs.io/en/latest/	https://analyticsindiamag.com/exploring-panda-gym-a-multi-goal-reinforcement-learning-environment/
2	Hydra	2020	https://hydra.cc/	https://analyticsindiamag.com/complete-guide-to-mbrl-python-tool-for-model-based-reinforcement-learning/

Web Scrapping and Development

S No.	Library	Year Released	Release Docs	Tutorials
1	Selenium	2021	https://www.selenium.dev/documentation/	1. https://analyticsindiamag.com/comprehensive-guide-to-web-scraping-with-selenium/
1	Selenium	2021	https://www.selenium.dev/documentation/	2. https://analyticsindiamag.com/beginner-guide-to-web-scraping-with-selenium-with-implementation-in-python/
2	PyWebIo	2021	https://pywebio.readthedocs.io/en/latest/	https://analyticsindiamag.com/creating-web-applications-using-pywebio/
3	Top 10 Framework for development			https://analyticsindiamag.com/10-best-python-frameworks-for-web-development/
4	Scarpy	2016	https://scrapy.org/	https://analyticsindiamag.com/hands-on-guide-to-web-scraping-using-python-and-scrapy/
				https://analyticsindiamag.com/scrapy-vs-beautiful-soup-a-comparison-of-web-crawling-tools/
				https://analyticsindiamag.com/beginners-guide-to-web-scraping-in-python-with-scrapy/
5	Beautiful Soup	2012	https://www.crummy.com/software/BeautifulSoup/	https://analyticsindiamag.com/beautiful-soup-webscraping-python/
				https://analyticsindiamag.com/beautiful-soup-primer-how-to-scrape-data-from-a-website/
				https://analyticsindiamag.com/guide-to-web-scraping-with-python-libraries-selenium-beautiful-soup/
6	MechanicalSoup	2017	https://mechanicalsoup.readthedocs.io/en/stable/	https://analyticsindiamag.com/mechanicalsoup-web-scraping-custom-dataset-tutorial/
6	MechanicalSoup	2017	https://mechanicalsoup.readthedocs.io/en/stable/	https://analyticsindiamag.com/complete-learning-path-to-web-scraping-with-all-major-tools/
7	ScrapingBee	2021	https://www.scrapingbee.com/	https://analyticsindiamag.com/scrapingbee-api/
8	Cheerio	2020	https://www.npmjs.com/package/cheerio	https://analyticsindiamag.com/cheerio/
9	urllib3	2019	https://urllib3.readthedocs.io/en/stable/	https://analyticsindiamag.com/web-scraping-frameworks/
10	Twint (Twitter scraping)	2018	https://github.com/twintproject/twint	https://analyticsindiamag.com/complete-tutorial-on-twint-twitter-scraping-without-twitters-api/
11	Diffbot	2012	https://www.diffbot.com/	https://analyticsindiamag.com/diffbot/

Other Libraries

S No.	Library	Year Released	Release Docs	Tutorials
1	PyHealth	2020	https://pyhealth.readthedocs.io/en/latest/?badge=latest	https://analyticsindiamag.com/how-to-build-healthcare-predictive-models-using-pyhealth/
2	Omnizart	2020	https://music-and-culture-technology-lab.github.io/omnizart-doc/	https://analyticsindiamag.com/a-guide-to-omnizart-a-general-toolbox-for-automatic-music-transcription/
3	Packages to Read Historical Stock data			https://analyticsindiamag.com/top-python-libraries-to-get-historical-stock-data-with-code/
4	HandCalcs	2020	https://github.com/connorferster/handcalcs	https://analyticsindiamag.com/hands-on-tutorial-on-handcalcs-python-library-for-converting-calculations-in-latex/
5	Torchdrugs	2021	https://torchdrug.ai/	https://analyticsindiamag.com/pytorch-releases-drug-discovery-platform-torchdrug/

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