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Repositories in this selection 49 · UTC 2026-11-03
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1—AAvik-Jain / 100-Days-Of-ML-Code100 Days of ML CodingUnknownMIT · PermissiveInsufficient rank history52,02311,631——2023-12-29
2—Jjakevdp / PythonDataScienceHandbookPython Data Science Handbook: full text in Jupyter NotebooksJupyter NotebookMIT · PermissiveInsufficient rank history50,33919,157——2024-06-26
3—Aapachecn / ailearningAiLearning: Data Analysis + Machine Learning Practice + Linear Algebra + PyTorch + NLTK + TF2PythonNOASSERTION · Restricted / unknownInsufficient rank history42,61811,490——2024-11-12
4—Ddonnemartin / data-science-ipython-notebooksData science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.PythonNOASSERTION · Restricted / unknownInsufficient rank history29,3867,999——2024-03-20
5—Aageron / handson-ml⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 or handson-mlp instead.Jupyter NotebookApache-2.0 · PermissiveInsufficient rank history25,61212,686——2026-05-19
6—Llukasmasuch / best-of-ml-python🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.UnknownCC-BY-SA-4.0 · Share derivative sourceInsufficient rank history23,8543,146——2026-10-29
7—Mmicrosoft / onnxruntimeONNX Runtime: cross-platform, high performance ML inferencing and training acceleratorC++MIT · PermissiveInsufficient rank history22,2114,397——2026-11-02
8—Oonnx / onnxOpen standard for machine learning interoperabilityPythonApache-2.0 · PermissiveInsufficient rank history21,6384,079——2026-11-02
9—Vvirgili0 / VirgilioYour new Mentor for Data Science E-Learning.Jupyter NotebookNOASSERTION · Restricted / unknownInsufficient rank history15,0052,496——2025-10-14
10—Ddask / daskParallel computing with task schedulingPythonBSD-3-Clause · PermissiveInsufficient rank history13,9432,015——2026-09-29
11—Rrasbt / python-machine-learning-bookThe "Python Machine Learning (1st edition)" book code repository and info resourceJupyter NotebookMIT · PermissiveInsufficient rank history12,6644,362——2026-07-18
12—Aautogluon / autogluonFast and Accurate ML in 3 Lines of CodePythonApache-2.0 · PermissiveInsufficient rank history10,8101,214——2026-11-03
13—YYorko / mlcourse.aiOpen Machine Learning CoursePythonNOASSERTION · Restricted / unknownInsufficient rank history10,7745,672——2026-09-03
14—Ssktime / sktimeA unified framework for machine learning with time seriesPythonBSD-3-Clause · PermissiveInsufficient rank history10,0902,490——2026-11-02
15—EEpistasisLab / tpotA Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.Jupyter NotebookLGPL-3.0 · Share derivative sourceInsufficient rank history10,0571,558——2025-09-11
16—Ppycaret / pycaretOpen-source, low-code AutoML platform for Python. PyCaret 4.0: sklearn-native engine + React control plane.PythonNOASSERTION · Restricted / unknownInsufficient rank history9,8591,839——2026-07-23
17—Lljpzzz / machinelearningMy blogs and code for machine learning. http://cnblogs.com/pinardJupyter NotebookMIT · PermissiveInsufficient rank history8,7103,673——2024-02-16
18—Aautoml / auto-sklearnAutomated Machine Learning with scikit-learnPythonBSD-3-Clause · PermissiveInsufficient rank history8,1491,323——2026-09-15
19—Aalteryx / featuretoolsAn open source python library for automated feature engineeringPythonBSD-3-Clause · PermissiveInsufficient rank history7,694915——2026-09-11
20—Rrasbt / python-machine-learning-book-2nd-editionThe "Python Machine Learning (2nd edition)" book code repository and info resourceJupyter NotebookMIT · PermissiveInsufficient rank history7,2042,785——2020-10-01
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