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algorithms

全面的算法代码仓库

alphastar_implementation

This project is implementation code of AlphaStar

annotated_deep_learning_paper_implementations

🧑‍🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

automate

awesome-ai-algorithm

人工智能算法方面的综合资料合集:包括求职面试、机器学习、深度学习、强化学习等方面的资料和代码

awesome-cs-books

经典编程书籍大全，涵盖：计算机系统与网络、系统架构、算法与数据结构、前端开发、后端开发、移动开发、数据库、测试、项目与团队、程序员职业修炼、求职面试等

csapp-labs

Solutions and Notes for Labs of Computer Systems: A Programmer's Perspective 3rd Editon // 《深入理解计算机系统》第三版的实验文件、解答与笔记

daijing5763.github.io

deep-learning-note

个人学习深度学习的代码与笔记

dive-into-deeplearning

dive-into-dl-pytorch

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

dotfiles

~anish • powered by https://github.com/anishathalye/dotbot 💾

easy-rl

强化学习中文教程，在线阅读地址：https://datawhalechina.github.io/easy-rl/

elegantrl

Lightweight, efficient and stable implementations of deep reinforcement learning algorithms using PyTorch. 🔥

external-attention-pytorch

🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

futu_algo

Futu Algorithmic Trading Solution (Python) 基於富途OpenAPI所開發量化交易程序

gitbook-templates

gitbook 学习笔记 & 自用模板

gophernotes

The Go kernel for Jupyter notebooks and nteract.

gpt-tutorial-101

ChatGPT从0到1学习资料汇总，入门/原理/应用/场景/实操，最好的GPT学习中文文档

gym_sample

a gym sample project

hok_env

howtocook

程序员在家做饭方法指南。Programmer's guide about how to cook at home (Chinese only).

huggingface_toturials

bert-base-chinese example

introrl

Intro to Reinforcement Learning (强化学习纲要）

iterm2-zmodem

在 Mac 下，实现与服务器进行便捷的文件上传和下载操作

lhy_machine_learning

李宏毅2021/2022/2023春季机器学习课程课件及作业

llm-agent-paper-list

The paper list of the 86-page paper "The Rise and Potential of Large Language Model Based Agents: A Survey" by Zhiheng Xi et al.

machinelearning_python

机器学习算法python实现

megatron-lm

Ongoing research training transformer models at scale

missing-semester-cn.github.io

the CS missing semester Chinese version