Active Hackathon

The most comprehensive Repository of Python Libraries for Data Science

Recent Tutorials

EDA, Visualization & Data Handling

S No.LibraryYear ReleasedRelease DocsTutorials
1Plotnine / ggplot22017https://plotnine.readthedocs.io/en/stable/https://analyticsindiamag.com/a-hands-on-guide-to-implementing-ggplot-in-python-using-plotnine/
2JoyPy2017https://github.com/leotac/joypyhttps://analyticsindiamag.com/a-hands-on-guide-to-joypy-for-drawing-interactive-joyplots/
3Hypertools2017https://hypertools.readthedocs.io/en/latest/#https://analyticsindiamag.com/how-to-visualize-and-manipulate-high-dimensional-data-using-hypertools/
4Alibi Detect2019https://docs.seldon.io/projects/alibi-detect/en/latest/https://analyticsindiamag.com/a-hands-on-guide-to-outlier-detection-with-alibi-detect/
5Pytorch Tabular2021https://pytorch-tabular.readthedocs.io/en/latest/1. https://analyticsindiamag.com/how-to-handle-tabular-data-for-deep-learning-using-pytorch-tabular/
2. https://analyticsindiamag.com/inside-pytorch-tabular-a-deep-learning-framework-for-tabular-data/
6PyeCharts2017https://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/
8Creme2019https://maxhalford.github.io/https://analyticsindiamag.com/how-to-learn-from-streaming-data-with-creme-in-python/
9GeoPandas2016https://geopandas.org/en/stable/docs.htmlhttps://analyticsindiamag.com/a-guide-to-geopandas-for-geospatial-data-visualization/
10DataPrep  https://analyticsindiamag.com/exploring-dataprep-a-python-library-for-data-preparation-eda/
https://analyticsindiamag.com/tutorial-for-dataprep-a-python-library-to-prepare-your-data-before-training/
11RTDL2021https://yandex-research.github.io/rtdl/stable/index.htmlhttps://analyticsindiamag.com/creating-deep-learning-models-for-tabular-data-using-rtdl/
12Mito2021https://docs.trymito.io/https://analyticsindiamag.com/guide-to-mito-a-low-code-tool-for-exploratory-data-analysiseda/
13Augly2021https://github.com/facebookresearch/AugLy1. https://analyticsindiamag.com/complete-guide-to-augly-a-modern-data-augmentation-library/
https://analyticsindiamag.com/the-good-the-bad-and-the-augly-behind-facebooks-newly-open-sourced-library/
14Librosa2014https://librosa.org/doc/latest/index.htmlhttps://analyticsindiamag.com/hands-on-guide-to-librosa-for-handling-audio-files/
15PyXLL-Jupyter2020https://www.pyxll.com/docs/videos/pyxll-jupyter.htmlhttps://analyticsindiamag.com/a-guide-to-pyxll-jupyter-package-for-excel-integration/
16EDA Libraries  https://analyticsindiamag.com/insane-exploratory-data-analysis-libraries/
17OpenPyXL2021https://openpyxl.readthedocs.io/en/stable/index.htmlhttps://analyticsindiamag.com/guide-to-openpyxl-a-python-module-for-excel/
18Atoti2020https://www.atoti.io/https://analyticsindiamag.com/overview-of-atoti-a-python-bi-analytics-tool/
19labelCloud2021https://github.com/ch-sa/labelCloudhttps://analyticsindiamag.com/labelcloud-python-tool-for-annotating-3d-point-clouds/
20Plot3D2021https://cran.r-project.org/web/packages/plot3D/plot3D.pdfhttps://analyticsindiamag.com/visualize-data-in-3d-using-plot3d-r-package/
21PyMongo2018https://pymongo.readthedocs.io/en/stable/index.htmlhttps://analyticsindiamag.com/guide-to-pymongo-a-python-wrapper-for-mongodb/
22Pandas DataFrame2014https://pandas.pydata.org/pandas-docs/version/1.1.5/user_guide/dsintro.html#dataframehttps://analyticsindiamag.com/comprehensive-guide-to-pandas-dataframes-with-python-codes/
23DataPane2020https://docs.datapane.com/1. https://analyticsindiamag.com/creating-interactive-data-reports-with-datapane/
2. https://analyticsindiamag.com/hands-on-guide-to-datapane-python-tool-for-reporting-and-visualization/
24SDV2018https://sdv.dev/SDV/index.htmlhttps://analyticsindiamag.com/guide-to-synthetic-data-vault-an-ecosystem-of-synthetic-data-generation-libraries/
25Querybook2020https://github.com/pinterest/querybookhttps://analyticsindiamag.com/pinterest-open-sources-big-data-analytics-tool-querybook-major-features-set-up-instructions/
26DSNE2021https://github.com/songtingstone/dsnehttps://analyticsindiamag.com/complete-guide-to-dsne-a-velocity-visualization-tool/
27DDSP2020https://github.com/magenta/ddsphttps://analyticsindiamag.com/guide-to-differentiable-digital-signal-processing-ddsp-library-with-python-code/
28PyDictionary2014https://github.com/geekpradd/PyDictionaryhttps://analyticsindiamag.com/complete-guide-on-pydictionary-a-real-dictionary-module-in-python/
29Visualizer2020https://github.com/MosaabMuhammed/visualizerhttps://analyticsindiamag.com/complete-guide-to-visualizer-python-library-for-automating-visualization/
30Folium2014https://python-visualization.github.io/folium/https://analyticsindiamag.com/hands-on-tutorial-on-folium-python-library-for-geographical-data-visualization/
31Bokeh2013https://bokeh.org/https://analyticsindiamag.com/hands-on-tutorial-on-bokeh-open-source-python-library-for-interactive-visualizations/
32faker2019https://www.npmjs.com/package/fakerhttps://analyticsindiamag.com/faker-tutorial-a-python-library-to-create-your-own-dataset/
33Autoplotter2020https://github.com/ersaurabhverma/autoplotterhttps://analyticsindiamag.com/autoplotter-tutorial-open-source-python-library-for-gui-based-eda/
34Numpy2006https://numpy.org/https://analyticsindiamag.com/beginners-guide-numpy-must-python-library-data-scientist-toolkit/
35Seaborn2013https://seaborn.pydata.org/https://analyticsindiamag.com/a-beginners-guide-to-seaborn-pythons-visualization-library/
36Meerkat2021https://meerkat.readthedocs.io/en/latest/index.htmlhttps://analyticsindiamag.com/meet-meerkat-a-new-data-library-to-wrangle-complex-ml-datasets/
37Featuretools2017https://www.featuretools.com/https://analyticsindiamag.com/introduction-to-featuretools-a-python-framework-for-automated-feature-engineering/
38Mayavi2015http://docs.enthought.com/mayavi/mayavi/https://analyticsindiamag.com/guide-to-mayavi-a-python-tool-for-visualizing-and-plotting-2d-3d-scientific-data/
39Lux2020https://lux-api.readthedocs.io/en/latest/?badge=latesthttps://analyticsindiamag.com/python-guide-to-lux-an-interactive-visual-discovery/
40PyOD2018https://pyod.readthedocs.io/en/latest/https://analyticsindiamag.com/guide-to-pyod-a-python-toolkit-for-outlier-detection/
41PyVista2017https://docs.pyvista.org/index.htmlhttps://analyticsindiamag.com/hands-on-guide-to-pyvista-a-python-package-for-3d-plotting-and-mesh-analysis/
42Pytorch 3D2020https://pytorch3d.readthedocs.io/en/latest/https://analyticsindiamag.com/hands-on-guide-to-pytorch3d-a-library-for-deep-learning-with-3d-data/
43Tabulate2013https://github.com/astanin/python-tabulatehttps://analyticsindiamag.com/beginners-guide-to-tabulate-python-tool-for-creating-nicely-formatted-tables/
44Datatable2018https://datatable.readthedocs.io/en/latest/?badge=latesthttps://analyticsindiamag.com/hands-on-guide-to-datatable-library-for-faster-eda/
45Graphviz2014https://graphviz.org/https://analyticsindiamag.com/hands-on-guide-to-graphviz-python-tool-to-define-and-visualize-graphs/
46Missingo2016https://github.com/ResidentMario/missingnohttps://analyticsindiamag.com/tutorial-on-missingno-python-tool-to-visualize-missing-values/
47Lens2017https://lens.readthedocs.io/en/latest/https://analyticsindiamag.com/hands-on-tutorial-on-lens-python-tool-for-swift-statistical-analysis/
48Altair2016https://altair-viz.github.io/https://analyticsindiamag.com/complete-guide-on-altair-python-tool-for-attractive-data-visualizations/
49DearPyGui2021https://dearpygui.readthedocs.io/en/latest/?badge=latesthttps://analyticsindiamag.com/complete-tutorial-on-dearpygui-gpu-accelerated-python-gui-framework/
50Pygal2012https://www.pygal.org/en/stable/https://analyticsindiamag.com/complete-tutorial-on-pygal-a-python-tool-for-interactive-and-scalable-visualization/
51Pyjanitor2018https://github.com/pyjanitor-devs/pyjanitorhttps://analyticsindiamag.com/beginners-guide-to-pyjanitor-a-python-tool-for-data-cleaning/
52Pattern2011https://github.com/clips/patternhttps://analyticsindiamag.com/hands-on-guide-to-pattern-a-python-tool-for-effective-text-processing-and-data-mining/
53AutoFeat2019https://github.com/cod3licious/autofeathttps://analyticsindiamag.com/guide-to-automatic-feature-engineering-using-autofeat/
54pandas-visual-analysis2020https://pandas-visual-analysis.readthedocs.io/en/latest/?badge=latesthttps://analyticsindiamag.com/hands-on-guide-to-pandas-visual-analysis-way-to-speed-up-data-visualization/
55Holoviews2015https://www.holoviews.org/https://analyticsindiamag.com/hands-on-tutorial-on-holoviews-automated-visualization-based-on-short-data-annotations/
56Vaex2015https://vaex.io/docs/installing.htmlhttps://analyticsindiamag.com/hands-on-guide-to-vaex-tool-to-overcome-drawbacks-of-pandas/
57Exploripy2019https://github.com/exploripy/exploripyhttps://analyticsindiamag.com/hands-on-tutorial-on-exploripy-effortless-target-based-eda-tool/
58dtale2019https://github.com/man-group/dtalehttps://analyticsindiamag.com/dtale-tutorial-guide-to-visualize-pandas-data-structure/

Time Series

S No.LibraryYear ReleasedRelease DocsTutorials
Tsfresh (feature engineering)2018https://tsfresh.readthedocs.io/en/latest/?badge=latesthttps://analyticsindiamag.com/a-guide-to-feature-engineering-in-time-series-with-tsfresh/
2Kats2021https://facebookresearch.github.io/Kats/https://analyticsindiamag.com/a-guide-to-kats-python-tool-by-meta-for-effective-time-series-analysis/
3Merlion2021https://github.com/salesforce/Merlion#documentationhttps://analyticsindiamag.com/merlion-salesforces-latest-time-series-library-how-to-use-it-with-python-code/
https://analyticsindiamag.com/merlion-an-open-source-library/
4RecBole2020https://recbole.io/https://analyticsindiamag.com/hands-on-guide-to-recbole-recommendation-algorithms/
5GreyKite2021https://linkedin.github.io/greykite/get_startedhttps://analyticsindiamag.com/linkedin-open-sources-this-new-library-for-time-series-forecasting/
6Prophet2017https://facebook.github.io/prophet/https://analyticsindiamag.com/comprehensive-guide-to-facebooks-prophet-with-python-code/
7giotto-time2019https://docs-time.giotto.ai/https://analyticsindiamag.com/guide-to-giotto-time-a-time-series-forecasting-python-library/
8Top 10 Libraries  https://analyticsindiamag.com/top-10-python-tools-for-time-series-analysis/
9TimeSynth2019https://github.com/TimeSynth/TimeSynthhttps://analyticsindiamag.com/guide-to-timesynth-a-python-library-for-synthetic-time-series-generation/
10Arrow2015https://arrow.readthedocs.io/en/latest/https://analyticsindiamag.com/complete-guide-to-arrow-a-python-library-for-user-friendly-handling-of-dates-time-and-timestamps/
11Sktime2019https://www.sktime.org/en/stable/https://analyticsindiamag.com/sktime-library/
12PyFlux2016https://pyflux.readthedocs.io/en/latest/https://analyticsindiamag.com/pyflux-guide-python-library-for-time-series-analysis-and-prediction/
13orbit2020https://orbit-ml.readthedocs.io/en/stable/https://analyticsindiamag.com/hands-on-guide-to-orbit-ubers-python-framework-for-bayesian-forecasting-inference/
14Pastas2017https://pastas.readthedocs.io/en/latest/https://analyticsindiamag.com/guide-to-pastas-a-python-framework-for-hydrogeological-time-series-analysis/
15Darts2020https://unit8co.github.io/darts/https://analyticsindiamag.com/hands-on-guide-to-darts-a-python-tool-for-time-series-forecasting/
16StreamLit2018https://streamlit.io/https://analyticsindiamag.com/how-to-deploy-time-series-forecasting-models-using-streamlit/
17AutoTS2020https://github.com/winedarksea/AutoTShttps://analyticsindiamag.com/hands-on-guide-to-autots-effective-model-selection-for-multiple-time-series/

Model Visualization, Optimization and Robustness

S No.LibraryYear ReleasedRelease DocsTutorials

1

PyCaret2020https://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/
2Quantus2022https://github.com/understandable-machine-intelligence-lab/Quantushttps://analyticsindiamag.com/a-guide-to-quantus-an-explainable-ai-toolkit/
3Auto-ViML2020https://readthedocs.org/projects/auto-viml/https://analyticsindiamag.com/a-guide-to-auto-viml-for-explainable-and-interpretable-machine-learning/
4AdverTorch2018https://advertorch.readthedocs.io/en/latest/https://analyticsindiamag.com/a-guide-to-advertorch-python-toolbox-for-adversarial-robustness/
5OMLT2022https://omlt.readthedocs.io/en/latest/index.html#https://analyticsindiamag.com/a-guide-to-omlt-an-optimization-machine-learning-toolkit/
6CausalML2020https://causalml.readthedocs.io/en/latest/about.htmlhttps://analyticsindiamag.com/what-is-uplift-modelling-and-how-can-it-be-done-with-causalml/
7HpbandSter2018https://automl.github.io/HpBandSter/build/html/index.htmlhttps://analyticsindiamag.com/a-guide-to-hyperparameter-optimization-using-hpbandster/
8Foolbox2017https://foolbox.jonasrauber.de/https://analyticsindiamag.com/how-to-ensure-robustness-of-neural-networks-using-foolbox/
9Hyperopt2013http://hyperopt.github.io/hyperopt/https://analyticsindiamag.com/how-to-use-hyperopt-for-distributed-hyperparameter-optimisation/
10SHAP2018https://shap.readthedocs.io/en/latest/?badge=latesthttps://analyticsindiamag.com/a-complete-guide-to-shap-shapley-additive-explanations-for-practitioners/
11Cockpit2021https://cockpit.readthedocs.io/en/latest/index.htmlhttps://analyticsindiamag.com/hands-on-guide-to-cockpit-a-debugging-tool-for-deep-learning-models/
12Visualkeras2020https://github.com/paulgavrikov/visualkerashttps://analyticsindiamag.com/how-to-visualize-deep-learning-models-using-visualkeras/
13ELI52016https://eli5.readthedocs.io/en/latest/overview.htmlhttps://analyticsindiamag.com/how-to-visualize-and-debug-machine-learning-models-using-eli5/
14OpenBox2021https://open-box.readthedocs.io/en/latest/overview/overview.htmlhttps://analyticsindiamag.com/hands-on-guide-to-openbox-toolkit-for-black-box-optimization/
15SMAC2016https://automl.github.io/SMAC3/master/https://analyticsindiamag.com/hands-on-guide-to-algorithm-configuration-using-smac/
16LazyPredict 2019https://lazypredict.readthedocs.io/en/latest/?badge=latesthttps://analyticsindiamag.com/visualizing-and-comparing-ml-models-using-lazypredict/
17Captum2019https://captum.ai/https://analyticsindiamag.com/facebook-gives-away-captum-for-free-its-model-interpretability-library-for-pytorch/
18Vowpal Wabbit2014https://vowpalwabbit.org/https://analyticsindiamag.com/guide-to-vowpal-wabbit-a-state-of-the-art-library-for-interactive-machine-learning/
19Optuna2020https://optuna.org/https://analyticsindiamag.com/hands-on-python-guide-to-optuna-a-new-hyperparameter-optimization-tool/
20Yellowbrick2016https://www.scikit-yb.org/en/latest/https://analyticsindiamag.com/yellowbrick-hands-on-guide-a-python-tool-for-machine-learning-visualizations/
21Adversarial Robustness Toolbox2019https://adversarial-robustness-toolbox.readthedocs.io/en/latest/?badge=latesthttps://analyticsindiamag.com/adversarial-robustness-toolbox-art/
22FLAML2020https://github.com/microsoft/FLAMLhttps://analyticsindiamag.com/guide-to-microsofts-flaml/

Natural language processing (NLP)

S No.LibraryYear ReleasedRelease DocsTutorials
1GluonNLP2018https://nlp.gluon.ai/index.htmlhttps://analyticsindiamag.com/a-guide-to-gluonnlp-deep-learning-framework-for-nlp/
2Gensim2016https://radimrehurek.com/gensim/index.htmhttps://analyticsindiamag.com/getting-started-with-gensim-for-basic-nlp-tasks/
3ECCO2020https://ecco.readthedocs.io/en/main/https://analyticsindiamag.com/a-guide-to-ecco-python-based-tool-for-explainability-of-transformers/
4Perceiver IO2021https://huggingface.co/docs/transformers/model_doc/perceiverhttps://analyticsindiamag.com/hands-on-guide-to-hugging-face-perceiverio-for-text-classification/
5NeuSpell2020https://github.com/neuspell/neuspell#Installationhttps://analyticsindiamag.com/neuspell-a-neural-net-based-spelling-correction-toolkit/
6Datasets2020https://huggingface.co/docs/datasets/indexhttps://analyticsindiamag.com/datasets-a-community-library-for-nlp-by-hugging-face/
7TextBlob2013https://textblob.readthedocs.io/en/dev/quickstart.htmlhttps://analyticsindiamag.com/how-to-obtain-a-sentiment-score-for-a-sentence-using-textblob/
https://analyticsindiamag.com/lets-learn-textblob-quickstart-a-python-library-for-processing-textual-data/
8OpenNRE2020https://opennre-docs.readthedocs.io/en/latest/get_started/introduction.htmlhttps://analyticsindiamag.com/beginners-guide-to-opennre-toolkit/
9Small-Text2021https://small-text.readthedocs.io/en/latest/https://analyticsindiamag.com/hands-on-guide-to-small-text-a-python-tool-for-active-learning/
10PySentimiento2020https://github.com/pysentimiento/pysentimientohttps://analyticsindiamag.com/guide-to-pysentimiento-toolkit-text-classification-using-transformers/
11FastText2017https://fasttext.cc/docs/en/supervised-tutorial.html1. https://analyticsindiamag.com/guide-to-facebooks-fasttext-for-text-representations-and-classifiers/
12CleanText2021https://github.com/prasanthg3/cleantexthttps://analyticsindiamag.com/guide-to-cleantext-a-python-package-to-clean-raw-text-data/
13skweak2021https://github.com/NorskRegnesentral/skweak/tree/a842b88fa18dc0690d7bf26202d40a67bb8d3725https://analyticsindiamag.com/meet-skweak-a-python-toolkit-for-applying-weak-supervision-to-nlp-tasks/
14StanfordNLP2019https://stanfordnlp.github.io/stanfordnlp/https://analyticsindiamag.com/hands-on-guide-to-stanfordnlp-a-python-wrapper-for-popular-nlp-library-corenlp/
15polyglot2014http://polyglot.readthedocs.org/https://analyticsindiamag.com/hands-on-tutorial-on-polyglot-python-toolkit-for-multilingual-nlp-applications/
16text2emotion2020https://github.com/aman2656/text2emotion-libraryhttps://analyticsindiamag.com/social-media-monitoring-emotional-analysis-using-text2emotion-in-python/
17NLP-Profiler2020https://github.com/neomatrix369/nlp_profilerhttps://analyticsindiamag.com/complete-guide-on-nlp-profiler-python-tool-for-profiling-of-textual-dataset/
18texthero2020https://github.com/jbesomi/textherohttps://analyticsindiamag.com/texthero-guide-a-python-toolkit-for-text-processing/
19Stanza2017https://stanfordnlp.github.io/stanza/https://analyticsindiamag.com/stanza-a-new-nlp-library-by-stanford/
20Spacy2015https://spacy.io/https://analyticsindiamag.com/nlp-deep-learning-nlp-framework-nlp-model/
21scattertext2016https://github.com/JasonKessler/scattertexthttps://analyticsindiamag.com/visualizing-sentiment-analysis-reports-using-scattertext-nlp-tool/

Model fitting & AutoML

S No.LibraryYear ReleasedRelease DocsTutorials

1

Torchbearer2018http://www.pytorchbearer.org/https://analyticsindiamag.com/how-to-use-torchbearer-for-fitting-ml-models-with-pytorch/
2TensorLayer2017https://tensorlayer.readthedocs.io/en/latest/https://analyticsindiamag.com/a-guide-to-tensorlayer-for-efficient-deep-learning-development/
https://analyticsindiamag.com/what-is-tensorlayer-and-how-is-it-different-from-tensorflows-other-machine-learning-libraries/
3AdaNet2018https://adanet.readthedocs.io/en/v0.9.0/https://analyticsindiamag.com/how-to-ensemble-neural-networks-using-adanet/
4Ludwig2019https://ludwig-ai.github.io/ludwig-docs/0.4/https://analyticsindiamag.com/ludwig-a-type-based-declarative-deep-learning-toolbox/
5Chainer2015https://chainer.org/https://analyticsindiamag.com/a-guide-to-chainer-a-flexible-toolkit-for-neural-networks/
6Dask2015https://docs.dask.org/en/stable/https://analyticsindiamag.com/a-guide-to-dask-parallel-computing-tool-in-python-for-big-data/
https://analyticsindiamag.com/why-you-should-use-dask-if-you-are-into-data-science-and-machine-learning/
7River2021https://riverml.xyz/latest/https://analyticsindiamag.com/a-guide-to-river-a-python-tool-for-online-learning/
8AutoGluon2020https://auto.gluon.ai/stable/index.htmlhttps://analyticsindiamag.com/a-guide-to-using-autogluon-for-automating-machine-learning-tasks/
9PaDELPy 2019http://www.yapcwsoft.com/dd/padeldescriptor/https://analyticsindiamag.com/hands-on-guide-to-padelpy-for-ml-model-building/
10PyKale2021https://pykale.readthedocs.io/en/latest/introduction.htmlhttps://analyticsindiamag.com/hands-on-guide-to-pykale-a-python-tool-for-multimodal-and-transfer-learning/
11Qiskit2018https://qiskit.org/documentation/tutorials/circuits/1_getting_started_with_qiskit.htmlhttps://analyticsindiamag.com/beginners-guide-to-qiskit-for-quantum-computing/
12PySpark2014https://spark.apache.org/1. https://analyticsindiamag.com/beginners-guide-to-machine-learning-with-apache-spark/
2. https://analyticsindiamag.com/beginners-guide-to-pyspark-how-to-set-up-apache-spark-on-aws/
13EasyGA2020https://github.com/danielwilczak101/EasyGAhttps://analyticsindiamag.com/genetic-algorithms-made-easy-with-easyga/
14XBNet2021https://github.com/tusharsarkar3/XBNethttps://analyticsindiamag.com/guide-to-xbnet-an-extremely-boosted-neural-network/
15Py-MAF2021https://hongwenzhang.github.io/pymaf/https://analyticsindiamag.com/guide-to-pymaf-pyramidal-mesh-alignment-feedback/
16Avalanche 2021https://avalanche.continualai.org/https://analyticsindiamag.com/avalanche-a-python-library-for-continual-learning/
17Flashlight2018https://fl.readthedocs.io/en/latest/https://analyticsindiamag.com/flashlight-facebook-launches-ml-library-built-on-c/
18PyTerrier2021https://pyterrier.readthedocs.io/en/latest/https://analyticsindiamag.com/guide-to-pyterrier-a-python-framework-for-information-retrieval/
19GpBoost2020https://github.com/fabsig/GPBoosthttps://analyticsindiamag.com/guide-to-gpboost-a-machine-learning-library-to-combine-tree-boosting/
20Pykg2vec2019https://pykg2vec.readthedocs.io/en/latest/?badge=latesthttps://analyticsindiamag.com/pykg2vec/
21TensorLy2021http://tensorly.org/stable/index.htmlhttps://analyticsindiamag.com/guide-to-tensorly-a-python-library-for-tensor-learning/
22GPyTorch2018https://gpytorch.ai/https://analyticsindiamag.com/guide-to-gpytorch-a-python-library-for-gaussian-process-models/
23Nevergrad2019https://facebookresearch.github.io/nevergrad/https://analyticsindiamag.com/fbs-new-python-library-nevergrad-provides-a-collection-of-algorithms-that-dont-require-gradient-computation/
24pm4Py2018https://pm4py.fit.fraunhofer.de/https://analyticsindiamag.com/guide-to-pm4py-python-framework-for-process-mining-algorithms/
25AmpliGraph2019https://docs.ampligraph.org/en/1.4.0/?badge=latesthttps://analyticsindiamag.com/guide-to-ampligraph-a-machine-learning-library-for-knowledge-graphs/
26PyTorch Metric Learning2020https://kevinmusgrave.github.io/pytorch-metric-learning/https://analyticsindiamag.com/guide-to-pytorch-metric-learning-a-library-for-implementing-metric-learning-algorithms/
27learn2learn2020http://learn2learn.net/https://analyticsindiamag.com/guide-to-learn2learn-a-library-for-meta-learning-research/
28OpenFL2021https://openfl.readthedocs.io/en/latest/install.htmlhttps://analyticsindiamag.com/guide-to-open-federated-learning-openfl-an-intels-python-framework/
29Pgmpy2020https://pgmpy.org/https://analyticsindiamag.com/guide-to-pgmpy-probabilistic-graphical-models-with-python-code/
30Allenact2020https://allenact.org/https://analyticsindiamag.com/hands-on-python-guide-to-allenact-an-embodied-ai-project/
31Torchmeta2019https://tristandeleu.github.io/pytorch-meta/https://analyticsindiamag.com/guide-to-torchmeta-a-meta-learning-library-for-pytorch/
32LAMA2020https://lightautoml.readthedocs.io/en/latest/https://analyticsindiamag.com/hands-on-python-guide-to-lama-an-automatic-ml-model-creation-framework/
33Wandb2017https://wandb.ai/sitehttps://analyticsindiamag.com/hands-on-guide-to-weights-and-biases-wandb-with-python-implementation/
34Hummingbird 2020https://microsoft.github.io/hummingbird/https://analyticsindiamag.com/guide-to-hummingbird-a-microsofts-library-for-expediting-traditional-machine-learning-models/
35dabl2019https://github.com/amueller/dablhttps://analyticsindiamag.com/lets-learn-dabl-a-python-tool-for-data-analysis-and-ml-automation/
36comet_ml2017https://www.comet.ml/docs/https://analyticsindiamag.com/how-to-supercharge-your-machine-learning-experiments-with-comet-ml/
37Voila2018https://voila.readthedocs.io/en/stable/install.htmlhttps://analyticsindiamag.com/complete-guide-to-voila-to-turn-a-jupyter-notebook-into-a-standalone-web-application/

Computer Vision

S No.LibraryYear ReleasedRelease DocsTutorials

1

Py-FEAT2021https://py-feat.org/content/intro.htmlhttps://analyticsindiamag.com/a-guide-to-facial-expression-analysis-using-py-feat/
2VisionKG2021https://vision.semkg.org/https://analyticsindiamag.com/how-to-query-data-for-computer-vision-tasks-using-visionkg/
3ChainerCV2017https://chainercv.readthedocs.io/en/latest/?badge=latesthttps://analyticsindiamag.com/chainercv-tutorial-a-tool-for-major-computer-vision-tasks/
4MMOCR2021https://mmocr.readthedocs.io/en/latest/install.htmlhttps://analyticsindiamag.com/a-guide-to-text-detection-and-recognition-using-mmocr/
5Pymatting2020https://pymatting.github.io/https://analyticsindiamag.com/a-beginners-guide-to-image-matting-in-python/
6IceVision2020https://airctic.com/0.12.0/https://analyticsindiamag.com/a-hands-on-guide-to-icevision-framework-for-object-detection/
7OpenCV2000https://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/
8LayoutParser2020https://layout-parser.readthedocs.io/en/latest/https://analyticsindiamag.com/guide-to-layoutparser-a-document-image-analysis-python-library/
9MMDetection2021https://mmdetection.readthedocs.io/en/latest/https://analyticsindiamag.com/guide-to-mmdetection-an-object-detection-python-toolbox/
10Albumentation2018https://albumentations.ai/https://analyticsindiamag.com/hands-on-guide-to-albumentation/
11Pillow2010https://python-pillow.org/https://analyticsindiamag.com/hands-on-guide-to-pillow-python-library-for-image-processing/
12VISSL2021https://github.com/facebookresearch/visslhttps://analyticsindiamag.com/guide-to-vissl-vision-library-for-self-supervised-learning/
13 TorchIo2020https://torchio.readthedocs.io/https://analyticsindiamag.com/torchio-3d-medical-imaging/
14Pgmagic2010https://github.com/hhatto/pgmagickhttps://analyticsindiamag.com/complete-guide-on-pgmagick-python-tool-for-image-processing/
15Kornia2018https://kornia.github.io/https://analyticsindiamag.com/guide-to-kornia-an-opencv-inspired-pytorch-framework/
16EasyOCR2020https://www.jaided.ai/easyocr/https://analyticsindiamag.com/hands-on-tutorial-on-easyocr-for-scene-text-detection-in-images/

Web Scrapping and Development

S No.LibraryYear ReleasedRelease DocsTutorials

1

Selenium2021https://www.selenium.dev/documentation/1. https://analyticsindiamag.com/comprehensive-guide-to-web-scraping-with-selenium/
2. https://analyticsindiamag.com/beginner-guide-to-web-scraping-with-selenium-with-implementation-in-python/
2PyWebIo2021https://pywebio.readthedocs.io/en/latest/https://analyticsindiamag.com/creating-web-applications-using-pywebio/
3Top 10 Framework for developmenthttps://analyticsindiamag.com/10-best-python-frameworks-for-web-development/
4Scarpy2016https://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/
5Beautiful Soup2012https://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/
6MechanicalSoup2017https://mechanicalsoup.readthedocs.io/en/stable/https://analyticsindiamag.com/mechanicalsoup-web-scraping-custom-dataset-tutorial/
https://analyticsindiamag.com/complete-learning-path-to-web-scraping-with-all-major-tools/
7ScrapingBee2021https://www.scrapingbee.com/https://analyticsindiamag.com/scrapingbee-api/
8Cheerio2020https://www.npmjs.com/package/cheeriohttps://analyticsindiamag.com/cheerio/
9urllib32019https://urllib3.readthedocs.io/en/stable/https://analyticsindiamag.com/web-scraping-frameworks/
10Twint (Twitter scraping)2018https://github.com/twintproject/twinthttps://analyticsindiamag.com/complete-tutorial-on-twint-twitter-scraping-without-twitters-api/
11Diffbot2012https://www.diffbot.com/https://analyticsindiamag.com/diffbot/
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