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Python - 100天从新手到大师
12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
Python Data Science Handbook: full text in Jupyter Notebooks
A game theoretic approach to explain the output of any machine learning model.
Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media
🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained
100-Days-Of-ML-Code中文版
Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filte…
Your new Mentor for Data Science E-Learning.
wtfpython的中文翻译/持续🚧.../ 能力有限，欢迎帮我改进翻译
Draw pretty maps from OpenStreetMap data! Built with osmnx +matplotlib + shapely
Practice your pandas skills!
Book_4_《矩阵力量》 | 鸢尾花书：从加减乘除到机器学习；上架！
Interview = 简历指南 + 算法题 + 八股文 + 源码分析
Book_3_《数学要素》 | 鸢尾花书：从加减乘除到机器学习；上架；欢迎继续纠错，纠错多的同学还会有赠书！
Data Science Using Python
Book about interpretable machine learning
有趣的Python爬虫和Python数据分析小项目(Some interesting Python crawlers and data analysis projects)
数据挖掘、计算机视觉、自然语言处理、推荐系统竞赛知识、代码、思路
https://www.youtube.com/channel/UC34rW-HtPJulxr5wp2Xa04w?sub_confirmation=1
Book_2_《可视之美》 | 鸢尾花书：从加减乘除到机器学习，欢迎批评指正
🚀 Curated collection of Amazing Python scripts from Basics to Advance with automation task scripts.
Book_7_《机器学习》 | 鸢尾花书：从加减乘除到机器学习；欢迎批评指正
The Elements of Statistical Learning (ESL)的中文翻译、代码实现及其习题解答。
Repository containing notebooks of my posts on Medium
温州大学《机器学习》课程资料（代码、课件等）
主要存储Datawhale组队学习中“数据挖掘/机器学习”方向的资料。