# 仓库 ## 计算机和操作系统 - [The Linux Perf Master](https://riboseyim.gitbook.io/perf/) - [为什么这么设计](https://draven.co/whys-the-design/?continueFlag=74946a772690244968fc029fa794e484) - [The Linux Kernel Module Programming Guide](https://sysprog21.github.io/lkmpg/) ## 编程语言 - [源码管理开源框架：Gerrit](https://www.gerritcodereview.com/) ### Python - [Python 源码剖析](https://fasionchan.com/python-source/?continueFlag=cbdb991f7d4a126c90f864609f7d46c4) - [Python 进阶](https://tairraos.github.io/IntermediatePython/) ### Rust - [Rust 实战](https://github.com/sunface/rust-by-practice) - [绅士地介绍 Rust](https://llever.com/gentle-intro/readme.zh.html?continueFlag=6321bdb57e14c7f2321bc6dbd9197a65) - [Rust 程序设计语言](https://kaisery.github.io/trpl-zh-cn/) - [Rust by Example](https://doc.rust-lang.org/stable/rust-by-example/) ## WEB 开发 - [NGINX 的 Web 管理工具](https://github.com/digitalocean/nginxconfig.io) - [用 CSS 制作的各种按钮](https://github.com/eludadev/css-buttons) - [现代 JavaScript 教程](https://zh.javascript.info/) ## GUI 开发 - [Python GUI](https://www.pythonguis.com/) ## 数据科学和机器学习 - [基于 Python 的数据科学库](https://github.com/krzjoa/awesome-python-data-science) - 博客：[Rick Wierenga](https://rickwierenga.com/) - 博客：[fast.ai ](https://www.fast.ai/) - [科学空间](https://spaces.ac.cn/)：包含数学和自然科学的知识 - 博客（机器学习方向）： [Lj Miranda](https://ljvmiranda921.github.io/) - [Practical Business Python](https://pbpython.com/) - [The Intersection](https://philippmuens.com/) - [python=>speed](https://pythonspeed.com/) - [Data to Fish](https://datatofish.com/) - [刘建平Pinard](https://www.cnblogs.com/pinard/)：机器学习原理 - [一数一世界](http://bourneli.github.io/) - [Probability for Data Science](http://prob140.org/textbook/README) - [数学人工智能与蟒蛇](https://medium.com/%E6%95%B8%E5%AD%B8-%E4%BA%BA%E5%B7%A5%E6%99%BA%E6%85%A7%E8%88%87%E8%9F%92%E8%9B%87) - [Practical Business Python](https://pbpython.com) - [谭升的博客](https://face2ai.com/) - [Maximum Entropy](http://maximum-entropy-blog.blogspot.com/) - [Renesh Bedre](https://reneshbedre.github.io/) - [Go Further](https://charlesliuyx.github.io/) - [深度学习的一些资源](https://github.com/theepiccode/Curated-Deep-Learning-Resources) - [3Blue1Brown](https://www.3blue1brown.com/) - [PyTorch官方教程中文版](https://pytorch123.com/) - [Machine & Deep Learning Compendium](https://www.mlcompendium.com/) - [《动手深度学习》](https://zh-v2.d2l.ai/index.html) - [Introduction to Datascience: Learn Julia Programming, Math & Datascience from Scratch](https://datascience-book.gitlab.io/book.html?continueFlag=f00063876a9e4fb5f4662dc9c6b63468) - [数据可视化高级接口：hvPlot](https://hvplot.holoviz.org/user_guide/Introduction.html) - [Machine Learning from Scratch](https://dafriedman97.github.io/mlbook/content/introduction.html) - [Visual explanations of core machine learning concepts](https://mlu-explain.github.io/) - [机器学习和深度学习讲义、课件](https://github.com/WeiSong-bio/roboticcam-machine-learning-notes) - [ML Recipe](https://bipinkrishnan.github.io/ml-recipe-book/about.html) - [机器学习的学习笔记](http://www.huaxiaozhuan.com/) - [PyTorch中文手册](https://github.com/zergtant/pytorch-handbook) - [Pandas使用教程](http://joyfulpandas.datawhale.club/Content/index.html?continueFlag=277fd650c2d9083d56058b661f4ece85) - [Computational and Inferential Thinking: The Foundations of Data Science](https://inferentialthinking.com/chapters/intro.html) - [机器学习系统：设计和实现](https://openmlsys.github.io/) ### 计算机视觉（CV） - [InterHand2.6M: A Dataset and Baseline for 3D Interacting Hand Pose Estimation from a Single RGB Image](https://github.com/facebookresearch/InterHand2.6M) - [3D Hand Shape and Pose Estimation from a Single RGB Image](https://github.com/3d-hand-shape/hand-graph-cnn) - [Real-Time 2D and 3D Hand Pose Estimation from RGB Image](https://github.com/enghock1/Real-Time-2D-and-3D-Hand-Pose-Estimation) - [CV标注工具](https://git.openi.org.cn/OpenIOSSG/PLabel) - [MMF:a modular framework for vision and language multimodal research from Facebook AI Research](https://github.com/facebookresearch/mmf) - [OpenCV 101](https://github.com/woosal1337/cv2) - [OpenCV 的 Python 教程](https://opencv-python-tutorials.readthedocs.io/zh/latest/) - [计算机视觉实战演练](https://charmve.github.io/computer-vision-in-action/#/) - [ApacheCN计算机视觉译文集](https://cv.apachecn.org/#/) ### 自然语言处理（NLP） - [中文文本识别基准](https://github.com/FudanVI/benchmarking-chinese-text-recognition) - [中文自然语言推理与语义相似度数据集汇总](https://mp.weixin.qq.com/s/rCQiyMhciAJfb4_eKta38Q) - [专业词汇库](https://github.com/liuhuanyong/DomainWordsDict) - [自然语言处理入门练习](https://github.com/FudanNLP/nlp-beginner) ### ChatGPT - [如何用 ChatGPT 构建你的专属知识问答机器人](https://blog.frankzhao.cn/build_gpt_bot_for_doc/?continueFlag=38f68936dd4cba7a1ef4d986548d20e8) - [ChatPaper,总结 arxiv 论文的工具](https://github.com/kaixindelele/ChatPaper) - [ChatGPT 原理和应用](https://github.com/datawhalechina/hugging-llm) ### 计算 - [高性能计算库：TaiChi](https://docs.taichi.graphics/) - [Python 并行编程](https://python-parallel-programmning-cookbook.readthedocs.io/zh_CN/latest/index.html) ## 物理 - [本科与研究生物理](https://zhuanlan.zhihu.com/p/21814233) - [几何光学模拟器](https://ricktu288.github.io/ray-optics/) - [Feynman 物理学讲义](https://www.feynmanlectures.caltech.edu/?continueFlag=a4d1792eaad17f7d405bed4cca42c743) ## 数学 - [Interactive Linear Algebra](https://textbooks.math.gatech.edu/ila/index-1.html) - [Math Explorers's club](http://pi.math.cornell.edu/~mec/) - [线代启示录](https://ccjou.wordpress.com/) - [看见统计](https://seeing-theory.brown.edu/basic-probability/cn.html) - [immersive math](http://immersivemath.com/) - [概率和统计在线教材](http://prob140.org/textbook/Chapter_01/00_Fundamentals.html) - [数学乐](https://www.shuxuele.com) - [数学乐英文版网站](https://mathsisfun.com) - [马同学（数学类）](https://www.matongxue.com/) - [数理统计讲义](https://bookdown.org/hezhijian/book/) - [医学统计学](https://wangcc.me/LSHTMlearningnote/) - [统计计算](https://www.math.pku.edu.cn/teachers/lidf/docs/statcomp/html/_statcompbook/index.html) - [Introduction to Linear Algebra for Applied Machine Learning with Python](https://pabloinsente.github.io/intro-linear-algebra) - [统计之都](https://cosx.org/) - [线性代数的艺术](https://github.com/kf-liu/The-Art-of-Linear-Algebra-zh-CN) - [Digital textbook on probability and statistics](https://statlect.com/?continueFlag=b08a92ad41c0e72cf7a8c0972dc4bba2) - [Interactive Linear Algebra](https://textbooks.math.gatech.edu/ila/index2.html) - [DarkoXie的高等数学讲义](https://darkoxie.github.io/) - [矩阵力量](https://github.com/Visualize-ML/Book4_Power-of-Matrix) ## 其他 - [给研究生的学术建议](https://psychelzh.github.io/phdrule/) - [资源帝](http://shu.ziyuandi.cn/) - [全历史](https://www.allhistory.com/) - [老画报](http://www.laohuabao.com/index.html) - [AI STUDIO 人工智能视频编辑](https://ai.capsule.video/) ## 开源精选 - [EVA 视频分析系统](https://github.com/georgia-tech-db/eva)：像使用 MySQL 一样查询视频 - [Code App](https://github.com/thebaselab/codeapp)：用于 iPAD 的代码编辑器 - [NeuHub 京东人工智能开放平台](https://aidoc.jd.com/) - [LaTeX公式编辑器](https://www.latexlive.com/home) ## 计算机考研 ### 数据结构和算法 - [二分查找模板全解](https://leetcode.cn/circle/article/xYBtLt/) - [二分查找总结](https://www.jianshu.com/p/2de59da651f4) - [堆专题](https://leetcode.cn/leetbook/detail/heap/) - [Algorithmica](https://en.algorithmica.org/) - [Hello 算法](https://www.hello-algo.com/) ### 计算机组成原理 - [计算机体系结构基础](https://foxsen.github.io/archbase/) ### 计算机网络 - [Computer Networking:Principles Protocols and Practice](https://www.computer-networking.info/2nd/html/) - [图解计算机基础](https://xiaolincoding.com/) ## 资源集散 - [安娜的档案](https://zh.annas-archive.gs/)：电子书、论文等下载 - [Library Genesis](https://libgen.is/) - [互联网知识地图最全集合](https://yunyinghui.feishu.cn/docx/Q66RdH4lNoLW7nxSjXBcjcOtnod) - [Liber3](https://liber3.eth.limo/)