Algorithm

算法学习资料

[Xunzhuo/Algorithm-Guide: BITLIU`s Tutorials of Algorithm and Data Structure🚀🚀🚀 (github.com)](https://github.com/Xunzhuo/Algorithm-Guide)

algorithm-visualizer/algorithm-visualizer: Interactive Online Platform that Visualizes Algorithms from Code (github.com)

MisterBooo/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） (github.com)

VisuAlgo - 数据结构和算法动态可视化 (Chinese)

Algorithms by Jeff Erickson (illinois.edu)

jeffgerickson/algorithms: Bug-tracking for Jeff’s algorithms book, notes, etc. (github.com)

Introduction - 力扣加加 - 努力做西湖区最好的算法题解 (gitbook.io)

wangzheng0822/algo: 数据结构和算法必知必会的50个代码实现 (github.com)

hustcc/JS-Sorting-Algorithm: 一本关于排序算法的 GitBook 在线书籍 《十大经典排序算法》，多语言实现。 (github.com)

目录概览 | algorithm-note (dairongpeng.github.io)

zhm-real/PathPlanning: Common used path planning algorithms with animations. (github.com)(这个仓库提供常见路径算法的动画演示，一共有20多个算法演示。)

算法新解 liuxinyu95/AlgoXY: Book of Elementary Algorithms and Data structures (github.com)

AI

AI 学习资料

中国人工智能学会通讯2018年第10期 (yunzhan365.com)

apachecn/AiLearning: AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP (github.com)

shunliz/Machine-Learning: 机器学习原理 (github.com)

Foundations of Machine Learning, Second Edition (ublish.com)

Ops School Curriculum — Ops School Curriculum 0.1 documentation

firmai/industry-machine-learning: A curated list of applied machine learning and data science notebooks and libraries across different industries (by @firmai) (github.com)

instillai/machine-learning-course: Machine Learning Course with Python: (github.com)

AI算法工程师手册 (huaxiaozhuan.com)

fengdu78/lihang-code: 《统计学习方法》的代码实现 (github.com)

深度学习：

《动手学深度学习》 — 动手学深度学习 2.0.0-alpha2 documentation (d2l.ai)

rasbt/deeplearning-models: A collection of various deep learning architectures, models, and tips (github.com)

面向机器学习的特征工程