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handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

introduction_to_ml_with_python

Notebooks and code for the book "Introduction to Machine Learning with Python"

machine-learning-learning-notes

周志华《机器学习》又称西瓜书是一本较为全面的书籍，书中详细介绍了机器学习领域不同类型的算法(例如：监督学习、无监督学习、半监督学习、强化学习、集成降维、特征选择等)，记录了本人在学习过程中的理解思路与扩展知识点，希望对新人阅读西瓜书有所帮助！

ml-from-scratch

机器学习算法 基于西瓜书以及《统计学习方法》，当然包括DL。

ntu-hsuantienlin-machinelearning

pandas_exercises

Practice your pandas skills!

pumpkin-book

《机器学习》（西瓜书）公式推导解析，在线阅读地址：https://datawhalechina.github.io/pumpkin-book

pydata-book

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

pythondatasciencehandbook

Python Data Science Handbook: full text in Jupyter Notebooks

scikit-learn-doc-zh

:book: [译] scikit-learn（sklearn） 中文文档

statistical-analysis-python-tutorial

Statistical Data Analysis in Python

themlbook

The Python code to reproduce the illustrations from The Hundred-Page Machine Learning Book.