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interviews.ai

It is my belief that you the postgraduate students and job-seekers for whom the book is primarily meant will benefit from reading it; however, it is my hope that even the most experienced researchers will find it fascinating as well.

learn-python3

Learn Python 3 Sample Code

leedeeprl-notes

李宏毅《深度强化学习》笔记，在线阅读地址：https://datawhalechina.github.io/leedeeprl-notes/

leeml-notes

李宏毅《机器学习》笔记，在线阅读地址：https://datawhalechina.github.io/leeml-notes

leetcodeanimation

Demonstrate all the questions on LeetCode in the form of animation.（用动画的形式呈现解LeetCode题目的思路）

lihang

Statistical learning methods, 统计学习方法(第2版)[李航] [笔记, 代码, notebook, 参考文献, Errata, lihang]

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！

machine_learning_beginner

机器学习初学者公众号作品

machine_learning_study_path

机器学习过程中所看的书，视频和源码

mcxy_ml365

机器学习365天特训营 - 幂次学院

mlia-notes

机器学习实战《Machine Learning in Action》笔记，在线阅读地址 https://datawhalechina.github.io/mlia-notes

networkx

Official NetworkX source code repository.

neural-networks-and-deep-learning

Code samples for my book "Neural Networks and Deep Learning"

nndl.github.io

《神经网络与深度学习》 邱锡鹏著 Neural Network and Deep Learning

pcc

Resources for Python Crash Course, from No Starch Press.

pcc_2e

Online resources for Python Crash Course (Second Edition), from No Starch Press

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

pycharmprojects

pyforest

Lazy-import of all popular Python Data Science libraries

python-100-days

Python - 100天从新手到大师

python-knowledge-handbook

Python Knowledge Handbook by Python数据之道， website： http://liyangbit.com/

python-machine-learning-book-2nd-edition

The "Python Machine Learning (2nd edition)" book code repository and info resource

python-small-examples

Python有趣的小例子一网打尽。Python基础、Python坑点、Python字符串和正则、Python绘图、Python日期和文件、Web开发、数据科学、机器学习、深度学习、TensorFlow、Pytorch，一切都是简单易懂的小例子。

python_for_data_analysis_2nd_chinese_version

《利用Python进行数据分析·第2版》

radam

On the Variance of the Adaptive Learning Rate and Beyond

reinforcement-learning-an-introduction

Python Implementation of Reinforcement Learning: An Introduction

rlchina.github.io

rlcn

rls

Reinforcement Learning Algorithms：SAC, TD3, TAC

tensorflow-examples

TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)