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Best Open Source scikit learn Libraries

A curated list of the most popular GitHub repositories tagged with scikit learn. Select any project to visualize its architecture and dive into the codebase using RepoMind's AI engine.

#1microsoft/ML-For-Beginners

12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all

83,829Jupyter Notebook
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#2Avik-Jain/100-Days-Of-ML-Code

100 Days of ML Coding

49,681
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#3jakevdp/PythonDataScienceHandbook

Python Data Science Handbook: full text in Jupyter Notebooks

46,807Jupyter Notebook
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#4apachecn/ailearning

AiLearning：数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2

42,037Python
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#5donnemartin/data-science-ipython-notebooks

Data 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.

28,880Python
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#6ageron/handson-ml

⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.

25,876Jupyter Notebook
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#7lukasmasuch/best-of-ml-python

🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

23,240
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#8onnx/onnx

Open standard for machine learning interoperability

20,363Python
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#9microsoft/onnxruntime

ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator

19,361C++
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#10virgili0/Virgilio

Your new Mentor for Data Science E-Learning.

14,314Jupyter Notebook
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#11dask/dask

Parallel computing with task scheduling

13,746Python
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#12rasbt/python-machine-learning-book

The "Python Machine Learning (1st edition)" book code repository and info resource

12,590Jupyter Notebook
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#13sktime/sktime

A unified framework for machine learning with time series

9,528Python
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#14ljpzzz/machinelearning

My blogs and code for machine learning. http://cnblogs.com/pinard

8,693Jupyter Notebook
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#15interpretml/interpret

Fit interpretable models. Explain blackbox machine learning.

6,798C++
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#16adap/flower

Flower: A Friendly Federated AI Framework

6,639Python
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