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1Avik-Jain / 100-Days-Of-ML-Code100 Days of ML CodingMIT · Permissive52,042

2jakevdp / PythonDataScienceHandbookPython Data Science Handbook: full text in Jupyter NotebooksJupyter NotebookMIT · Permissive50,390

3apachecn / ailearningAiLearning: Data Analysis + Machine Learning Practice + Linear Algebra + PyTorch + NLTK + TF2PythonLicense not declared42,622

4donnemartin / 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.PythonLicense not declared29,386

5ageron / handson-ml⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 or handson-mlp instead.Jupyter NotebookApache-2.0 · Permissive25,610

6lukasmasuch / best-of-ml-python🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.CC-BY-SA-4.0 · Share derivative source23,858

7microsoft / onnxruntimeONNX Runtime: cross-platform, high performance ML inferencing and training acceleratorC++MIT · Permissive22,256

8onnx / onnxOpen standard for machine learning interoperabilityPythonApache-2.0 · Permissive21,657

9virgili0 / VirgilioYour new Mentor for Data Science E-Learning.Jupyter NotebookLicense not declared15,005

10dask / daskParallel computing with task schedulingPythonBSD-3-Clause · Permissive13,941

11rasbt / python-machine-learning-bookThe "Python Machine Learning (1st edition)" book code repository and info resourceJupyter NotebookMIT · Permissive12,666

12autogluon / autogluonFast and Accurate ML in 3 Lines of CodePythonApache-2.0 · Permissive10,817

13Yorko / mlcourse.aiOpen Machine Learning CoursePythonLicense not declared10,792

14sktime / sktimeA unified framework for machine learning with time seriesPythonBSD-3-Clause · Permissive10,092

15EpistasisLab / tpotA Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.Jupyter NotebookLGPL-3.0 · Share derivative source10,059

16pycaret / pycaretOpen-source, low-code AutoML platform for Python. PyCaret 4.0: sklearn-native engine + React control plane.PythonLicense not declared9,857

17ljpzzz / machinelearningMy blogs and code for machine learning. http://cnblogs.com/pinardJupyter NotebookMIT · Permissive8,710

18automl / auto-sklearnAutomated Machine Learning with scikit-learnPythonBSD-3-Clause · Permissive8,148

19alteryx / featuretoolsAn open source python library for automated feature engineeringPythonBSD-3-Clause · Permissive7,695

20rasbt / python-machine-learning-book-2nd-editionThe "Python Machine Learning (2nd edition)" book code repository and info resourceJupyter NotebookMIT · Permissive7,204