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anthelion

architect-awesome

后端架构师技术图谱

awesome-algorithm

Leetcode 题解 (跟随思路一步一步撸出代码) 及经典算法实现

china_area_mysql

**5级行政区域mysql库

codinginterviewchinese2

《剑指Offer：名企面试官精讲典型编程面试题》第二版源代码

data-competition-topsolution

Data competition Top Solution 数据竞赛top解决方案开源整理

deep-learning-book

:book: MIT Deep Learning Book in PDF format

deeplearningbook-chinese

Deep Learning Book Chinese Translation

deeplearningwithtf2.0

Practical Exercises in TensorFlow 2.0 for Ian Goodfellows Deep Learning Book

dive-into-dl-pytorch

本项目将《动手学深度学习》（Dive into Deep Learning）原书中的MXNet代码实现改为PyTorch实现。

esl-cn

The Elements of Statistical Learning (ESL)的中文翻译、代码实现及其习题解答。

gitskills

learngit

leetcode

Python & JAVA Solutions for Leetcode

leetcode-1

LeetCode Problems' Solutions

leetcode-solutions

:octocat: (Weekly Update) Python / C++11 Solutions of All 1278 LeetCode Problems

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-reference

常见的机器学习参考资料，包括书籍、公开课等

newsrecommendsystem

个性化新闻推荐系统，A news recommendation system involving collaborative filtering,content-based recommendation and hot news recommendation, can be adapted easily to be put into use in other circumstances.

notes-linear-algebra

线性代数笔记

prmlt

Matlab code for machine learning algorithms in book PRML

programming-notes

Notes for Programming

pyprobml

Python code for "Machine learning: a probabilistic perspective" (2nd edition)

reco-papers

Classic papers and resources on recommendation

recommenders

Best Practices on Recommendation Systems

shadowsocks-ios

Removed according to regulations.

shadowsocksx-ng

Next Generation of ShadowsocksX https://github.com/shadowsocks/shadowsocks-iOS

skill-map

StuQ 技能图谱

system_architect

:100:2023年系统架构设计师（软考高级）备考资料。

tensorflow-book

Accompanying source code for Machine Learning with TensorFlow. Refer to the book for step-by-step explanations.