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University of California, San Diego

Hongbin Miao's starred repositories

AAAMLP-CN

Approaching (Almost) Any Machine Learning Problem中译版，在线文档地址：https://ytzfhqs.github.io/AAAMLP-CN/

Language:Jupyter Notebook127600

Statistical-Learning-Method_Code

手写实现李航《统计学习方法》书中全部算法

Language:Python1091300

python-guide

Python best practices guidebook, written for humans.

Language:BatchfileNOASSERTION2804700

LLM101n

LLM101n: Let's build a Storyteller

kaggle-solutions

🏅 Collection of Kaggle Solutions and Ideas 🏅

Language:HTMLMIT394200

Game-Programming-Patterns-CN

《游戏编程模式》中文版

Language:C++149100

Cpp_Primer_Practice

搞定C++:punch:。C++ Primer 中文版第5版学习仓库，包括笔记和课后练习答案。

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CS-Base

图解计算机网络、操作系统、计算机组成、数据库，共 1000 张图 + 50 万字，破除晦涩难懂的计算机基础知识，让天下没有难懂的八股文！🚀 在线阅读：https://xiaolincoding.com

OI-wiki

:star2: Wiki of OI / ICPC for everyone. （某大型游戏线上攻略，内含炫酷算术魔法）

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cs-self-learning

计算机自学指南

Language:HTMLMIT5417300

CSAPP-3e-Solutions

CSAPP 3e Solutions, migrated to github.io from gitbook.io which is being shut down.

Language:CGPL-3.0138500

game-programmer

A Study Path for Game Programmer

Language:Python1744900

EffectiveModernCppChinese

《Effective Modern C++》- 完成翻译

MyTinySTL

Achieve a tiny STL in C++11

Language:C++NOASSERTION1109300

developer-roadmap

Interactive roadmaps, guides and other educational content to help developers grow in their careers.

Language:TypeScriptNOASSERTION28518900

CS-Books

🔥🔥超过1000本的计算机经典书籍、个人笔记资料以及本人在各平台发表文章中所涉及的资源等。书籍资源包括C/C++、Java、Python、Go语言、数据结构与算法、操作系统、后端架构、计算机系统知识、数据库、计算机网络、设计模式、前端、汇编以及校招社招各种面经~

DeepLearning

深度学习入门教程, 优秀文章, Deep Learning Tutorial

Language:Jupyter NotebookApache-2.01369400

NNFS-book-with-Implementation

Book and code where describe each and every topic of neural network from scratch.

Language:PythonMIT28200

3dzavr

3D game engine with custom CPU rendering

Language:C++MIT9200

all-of-statistics

Self-study on Larry Wasserman's "All of Statistics"

Language:Jupyter Notebook94300

threlte

3D framework for Svelte

Language:SvelteMIT229300

matrix-explorable

An Explorable Explanation of Matrices and Linear Transformations

Language:SvelteMIT3600

AI-Expert-Roadmap

Roadmap to becoming an Artificial Intelligence Expert in 2022

Language:JavaScriptMIT2883900

statistical-learning-method-solutions-manual

统计学习方法习题解答，在线阅读地址：https://datawhalechina.github.io/statistical-learning-method-solutions-manual

Language:Jupyter NotebookNOASSERTION167700

pytorch-deep-learning

Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.

Language:Jupyter NotebookMIT968000

Learn-Vim

Learning Vim and Vimscript doesn't have to be hard. This is the guide that you're looking for 📖

NOASSERTION1341800

milewski-ctfp-pdf

Bartosz Milewski's 'Category Theory for Programmers' unofficial PDF and LaTeX source

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CPlusPlusThings

C++那些事

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annotated_deep_learning_paper_implementations

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

Language:PythonMIT5249000

raspberry-pi-os

Learning operating system development using Linux kernel and Raspberry Pi

Language:CMIT1302700