学习资源 - GitHub Trending Knowledge Graph

GitRank indexes and ranks trending 学习资源 repositories on GitHub for the 本月 period. Covering 100 monitored repositories, updated every 6 hours with verified net stars gained.

学习资源

Awesome & 学习路线100 个监测项目

教程、Awesome 合集、面试、路线图

共展现 100 个项目
1
eternity4719

HowToLiveBetter

NEW中文

标注成本、收益与证据等级的生活指南,只引期刊论文和官方文件。

HTML71k
+44k
2
ai-job-search-dev

ai-job-search

基于 Claude Code 的求职框架,可评估职位、改写简历、写求职信并准备面试。

Python67k
+23k
3
KnifeLemon

Filee

NEW

离线文件转换工具,拖拽即可在本地转换263种格式,无需上传或安装 Office。

C#17k
+17k
4
sindresorhus

awesome

汇总各类主题资源清单的入口,找资料和工具时先来这翻一翻。

527k
+15k
5
rohitg00

ai-engineering-from-scratch

从零手写实现 AI 工程与智能体,配套教程覆盖深度学习、大模型和强化学习,适合边学边做。

Python75k
+15k
6
yihui-dev

awesome-opus5-5-videos

NEW

收录用 Claude Opus 5.5 生成的病毒视频及提示词,可对照原作与 Skillry 实时重制。

12k
+12k
7
public-apis

public-apis

社区维护的免费 API 集合,按类别整理,找开发资源时可直接查用。

Python493k
+10.0k
8
awesome-selfhosted

awesome-selfhosted

一份可自建网络服务与 Web 应用的开源清单,想摆脱云服务、自己托管时先来这里查。

332k
+9.7k
9
cdyforever

how-to-live-better

NEW中文

《高性价比人生指南》全书 528 条的在线单页阅读版:手机可读、可搜索、零依赖、支持离线

HTML14k
+9.1k
10
HKUDS

DeepTutor

趋势

港大团队的个性化 AI 导师,用多智能体与 RAG 实现长期跟踪式互动学习。

Python49k
+8.6k
11
codecrafters-io

build-your-own-x

精选

从零造一个 Git、Redis、数据库、操作系统……造轮子爱好者的天堂。

Markdown557k
+7.9k
12
trimstray

the-book-of-secret-knowledge

运维、安全和 Linux 的命令速查与工具合集,内容按主题整理,适合随手查阅。

254k
+7.9k
13
vinta

awesome-python

按用途分类的 Python 库与工具清单,想知道某件事该用哪个库时可以直接查。

Python331k
+7.8k
14
LAMDA-NeSy

Research-Starter-Kit

NEW中文

从0开始,掌握做科研、写论文的基本流程。

9.2k
+7.2k
15
ruvnet

ruflo

趋势

支持多智能体集群协作与自适应记忆的智能体框架,可构建自主工作流和对话式 AI 系统。

TypeScript80k
+6.9k
16
521xueweihan

HelloGitHub

中文

每月推荐 GitHub 上有趣、适合入门的开源项目,帮新手找到第一个能上手的仓库。

Python185k
+6.9k
17
ruvnet

RuView

趋势

用普通 WiFi 信号实现人体姿态估计、生命体征监测和存在检测,无需任何摄像头画面。

Rust101k
+6.3k
18
VoltAgent

awesome-design-md

汇集流行品牌设计规范文件,放进项目让编程助手生成统一风格界面。

124k
+6.2k
19
career-ops-hq

career-ops

本地运行的 AI 求职助手,扫描招聘信息并按你的简历打分,再定制简历和求职信。

JavaScript79k
+5.8k
20
DigitalPlatDev

FreeDomain

提供免费域名注册和实用的 DNS 学习资料,适合想了解域名与解析的新手。

Markdown206k
+5.6k
21
walkinglabs

learn-harness-engineering

Harness engineering beginner tutorial, from 0 to 1

TypeScript22k
+5.6k
22
avelino

awesome-go

Go 框架、库和软件的资源精选列表,找工具或查生态时很实用。

Go191k
+5.3k
23
qingjian-team

qingjian

NEW中文

青简 Qingjian:用 Rust 写的拼音输入法,候选词旁多一条正在学的语言的译词

Rust7.3k
+5.1k
24
xiaoyang111222

cn-math-taxonomy

NEW中文

开源K12知识图谱,覆盖数学英语物理共1644个知识点,附课标对齐与自适应前置诊断。

Python5.1k
+5.1k
25
byoungd

up

中文

韩先凯的人生进阶指南 AI时代 中英双语终身学习指南:AI、学习 、创业、财富、爱情与人生

JavaScript70k
+4.5k
26
luongnv89

claude-howto

用图示和可复制模板讲透 Claude Code 从基础到高级代理的用法,上手即可用。

Python46k
+4.5k
27
gamedev-skills

awesome-gamedev-agent-skills

为 AI 编程助手准备的 77 个游戏开发技能,覆盖 Godot、Unity、虚幻等引擎,按任务自动加载对应技能。

Python5.5k
+4.3k
28
awesome-dsh-plugin

awesome-dsh-plugin

NEW中文

整理 DeepSeek Harness 插件精选列表,方便查找和挑选可用插件。

JavaScript21k
+4.3k
29
donnemartin

system-design-primer

系统设计入门指南,讲解大规模系统设计并附面试闪卡,适合准备系统设计面试。

Python376k
+4.2k
30
datawhalechina

hello-agents

中文

📚 《从零开始构建智能体》——从零开始的智能体原理与实践教程

Python85k
+4.2k
31
f

prompts.chat

社区分享和收集 ChatGPT 等大模型提示词的开源项目,可自行部署私有使用。

HTML175k
+4.1k
32
nykooi1

vibe-wise

NEW

A Claude Code / Codex plugin that helps you learn how to build while AI writes the code.

Python4.0k
+4.0k
33
practical-tutorials

project-based-learning

按语言分类的项目实战教程合集,适合通过动手做来学编程。

Python288k
+3.9k
34
amosblomqvist

learnharness

NEW

用智能体框架系统学习困难主题,适合想结构化钻研复杂知识的人。

TypeScript3.7k
+3.7k
35
Shubhamsaboo

awesome-llm-apps

收集 100 多个开源 AI 智能体与 RAG 应用示例,适合参考实现。

Python143k
+3.7k
36
virgiliojr94

book-to-skill

Turn any technical book PDF into a Claude Code skill — ready to study, reference, and use while you work.

Python36k
+3.6k
37
laoma528

awesome-zhuiju-free

中文

免费无广告的追剧资源指南,人工精选资源、每天检测资源有效性。收录在线影视、影视APP、网盘搜索、磁力BT、字幕、TVBox / 影视仓空壳软件/配置地址、IPTV直播源、会员拼团、影视相关开源项目。开源,社区共同维护。

JavaScript14k
+3.4k
38
HKUSTDial

Supervisor-Skills

中文

将博导十年科研经验炼化为可直接调用的 AI 技能。从 Idea 构思到论文投稿,你的 AI 科研副导师。

Python11k
+3.3k
39
Lordog

dive-into-llms

中文

大模型编程实践教程,通过动手代码带你入门并理解 LLM 的关键技术。

Jupyter Notebook59k
+3.2k
40
designfuchen

word-atlas

NEW中文

7298 个雅思词的插图学习应用,带英美发音和 FSRS 复习。

TypeScript3.2k
+3.2k
41
NanmiCoder

MediaCrawler

中文

抓取小红书、抖音、B站、微博、贴吧、知乎内容与评论的多平台爬虫工具。

Python69k
+3.1k
42
EbookFoundation

free-programming-books

收录大量免费编程书籍的资源列表,按语言和主题分类,适合自学查阅。

Python400k
+3.1k
43
ethanplusai

harvey

Autonomous AI sales agent powered by Claude Code or Codex. Finds prospects, writes cold emails, sends campaigns, handles replies, books meetings. No API keys needed — runs on your Claude or Codex subscriptions.

Python3.1k
+3.0k
44
mnfst

awesome-free-llm-apis

List of Permanent Free LLM API (API Keys)

JavaScript12k
+3.0k
45
nilbuild

developer-roadmap

覆盖前端到架构的交互式学习路线图,帮开发者规划职业成长路径。

TypeScript371k
+3.0k
46
Asabeneh

30-Days-Of-Python

The 30 Days of Python programming challenge is a step-by-step guide to learn the Python programming language in 30 days. This challenge may take more than 100 days. Follow your own pace. These videos may help too: https://www.youtube.com/channel/UC7PNRuno1rzYPb1xLa4yktw

Python78k
+2.9k
47
Hack-with-Github

Awesome-Hacking

A collection of various awesome lists for hackers, pentesters and security researchers

124k
+2.9k
48
Derpyu520

qq-bridge

NEW

把 QQ 接到 DeepSeek 智能体的桥接工具,支持社交模拟、安全 MCP 工具和俚语学习。

JavaScript3.2k
+2.7k
49
SubmitGame

awesome-decomp-games

NEW

Rated, auto-refreshed list of decompiled, recompiled & reverse-engineered games: decomps, static recomps, source ports, engine remakes, browser ports.

Python2.7k
+2.7k
50
ComposioHQ

awesome-claude-skills

A curated list of awesome Claude Skills, resources, and tools for customizing Claude AI workflows

Python78k
+2.7k
51
jaywcjlove

awesome-mac

 This project is dedicated to collecting high-quality macOS software and organizing them systematically by different categories for easy search and use.

Swift117k
+2.5k
52
freeCodeCamp

freeCodeCamp

免费学习数学、编程与计算机科学的开源课程和认证平台,附带完整源码。

TypeScript458k
+2.4k
53
THU-MAIC

OpenMAIC

Open Multi-Agent Interactive Classroom — Get an immersive, multi-agent learning experience in just one click

TypeScript42k
+2.4k
54
MakazhanAlpamys

Soup

Fine-tune LLMs from one YAML. Layer streaming trains an 8B model on a 4 GB laptop GPU.

Python9.8k
+2.2k
55
hesreallyhim

awesome-claude-code

A hand-picked collection of the finest of resources for the most awesome of agents, Claude Code, the undisputed champion of coding companions, from the unstoppable team at Anthropic PBC (no affiliation). A delectable showcase of top tier skills, ambidextrous agents, scintillating status lines, top notch developer tooling, and also we have plugins

Python57k
+2.2k
56
ripienaar

free-for-dev

汇总各云服务免费额度的清单,方便开发者和运维挑选可用资源。

HTML141k
+2.1k
57
jwasham

coding-interview-university

从零补计算机科学的完整学习计划,适合准备技术面试的人按图索骥。

364k
+2.1k
58
huggingface

transformers

统一加载和训练文本、视觉、音频与多模态前沿模型的核心框架,支持推理与训练。

Python168k
+2.0k
59
unslothai

unsloth

Local UI to run and train LLMs and diffusion models. Supports GGUF, MLX, Qwen3.8, DeepSeek-V4.1, MiniMax-H3, Gemma 4, FLUX and more.

Python79k
+1.9k
60
rasbt

LLMs-from-scratch

Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

Jupyter Notebook107k
+1.9k
61
shareAI-lab

learn-claude-code

Bash is all you need - A nano claude code–like 「agent harness」, built from 0 to 1

Python79k
+1.9k
62
ZJU-REAL

Easel

NEW中文

An open-source AI agent for social media — discover trends, create content, publish everywhere, and learn what works across Xiaohongshu, Douyin, Zhihu, Bilibili, and more.🎨一个开源的 AI 社交媒体智能体——发现热点趋势、创作内容、一键发布至各大平台,并学习分析哪些内容真正有效,覆盖小红书、抖音、知乎、哔哩哔哩等平台。

Python4.2k
+1.9k
63
sgl-project

sglang

SGLang is a high-performance serving framework for large language models and multimodal models.

Python38k
+1.9k
64
pytorch

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

Python105k
+1.8k
65
sickn33

agentic-awesome-skills

AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 2,750+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.

Python49k
+1.8k
66
fastapi

fastapi

FastAPI framework, high performance, easy to learn, fast to code, ready for production

Python104k
+1.8k
67
mlabonne

llm-course

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

85k
+1.7k
68
JohnHeibel

ClaudeAnimationBase

NEW

A starter kit for animating hand-painted cartoons with Claude: p5.js + p5.brush, the Clawd character, 31 acted emotions and a guide for the model

JavaScript2.3k
+1.7k
69
nautechsystems

nautilus_trader

Production-grade Rust-native trading engine with deterministic event-driven architecture

Rust31k
+1.7k
70
VoltAgent

awesome-agent-skills

A curated collection of 1000+ agent skills from official dev teams and the community, compatible with Claude Code, Codex, Gemini CLI, Cursor, and more.

37k
+1.7k
71
freestylefly

awesome-gpt-image-2

中文

Prompt as Code | GPT Image 2 / 2.5 提示词与案例库,530+ 个案例、20+ 套工业级模板与可复用 Skills,新增 2.5 同提示词对比专区,附完整提示词与生成记录,持续更新。

JavaScript35k
+1.7k
72
punkpeye

awesome-mcp-servers

A collection of MCP servers.

97k
+1.6k
73
Caho1

open-claude-ui

NEW中文

基于 REA 深度拆解并高保真还原 Claude 官方桌面端 UI。还原 30 个独立 React 组件与 8 项硬核交互物理算法,附带 3000+ 行逆向分析手册。

TypeScript1.6k
+1.6k
74
krahets

hello-algo

中文

《Hello 算法》:动画图解、一键运行的数据结构与算法教程。支持简中、繁中、English、日本語,提供 Python, Java, C++, C, C#, JS, Go, Swift, Rust, Ruby, Kotlin, TS, Dart 等代码实现

Java132k
+1.6k
75
rocketride-org

rocketride-server

High-performance AI pipeline engine with a C++ core and 50+ Python-extensible nodes. Build, debug, and scale LLM workflows with 13+ model providers, 8+ vector databases, and agent orchestration, all from your IDE. Includes VS Code extension, TypeScript/Python SDKs, and Docker deployment.

Python19k
+1.6k
76
ChenLiu-1996

figures4papers

My Python scripts to make high-quality figures for publications in top AI conferences and journals.

Python9.3k
+1.6k
77
bojieli

ai-infra-book

NEW中文

《深入理解 AI Infra:量化分析与系统设计》(李博杰 著)开源书稿:从硬件约束和模型架构出发,量化推导 LLM 推理与训练系统设计。含全书正文、PDF、配套计算工具与实验

Python7.1k
+1.6k
78
PlexPt

awesome-chatgpt-prompts-zh

中文

ChatGPT 中文调教指南。各种场景使用指南。学习怎么让它听你的话。

64k
+1.5k
79
wanshuiyin

Auto-claude-code-research-in-sleep

ARIS ⚔️ (Auto-Research-In-Sleep) — Lightweight Markdown-only skills for autonomous ML research: cross-model review loops, idea discovery, and experiment automation. No framework, no lock-in — works with Claude Code, Codex, OpenClaw, or any LLM agent.

Python18k
+1.5k
80
aliyun

ai-agent-handbook

NEW

A practical guide to building enterprise AI agents across their full lifecycle.

JavaScript2.5k
+1.5k
81
ossu

computer-science

一份免费自学计算机科学的完整课程路线,从入门到进阶都有清晰安排。

HTML210k
+1.4k
82
openbq-org

OpenBB

Open Data Platform for analysts, quants and AI agents.

Python75k
+1.4k
83
morluto

awesome-reverse-engineering

NEW

Curated reverse-engineering tools and learning resources for binaries, apps, firmware, formats, and protocols.

Python1.4k
+1.4k
84
morganlinton

BeautifulRust

NEW

教编程助手写出、审查并移植地道 Rust 的 Agent Skills,附带经过测试的 clippy 配置。

Python1.4k
+1.4k
85
MunGell

awesome-for-beginners

A list of awesome beginners-friendly projects.

91k
+1.3k
86
Fincept-Corporation

FinceptTerminal

FinceptTerminal is a modern finance application offering advanced market analytics, investment research, and economic data tools, designed for interactive exploration and data-driven decision-making in a user-friendly environment.

C++33k
+1.3k
87
microsoft

AI-For-Beginners

12 Weeks, 24 Lessons, AI for All!

Jupyter Notebook70k
+1.3k
88
BeckyGlobal

PaidToStudyAbroad

NEW中文

高性价比人生指南·海外版:高性价比留学。出国留学奖学金、免学费、政府全奖、带薪读博,德国日本学手艺有人发钱,美加澳奖学金单独成节。不是你花钱去留学,是你拿钱去留学。71 条,只引官方来源。关注作者:微信视频号 Becky在地球村

HTML1.3k
+1.3k
89
adongwanai

AgentGuide

中文

https://adongwanai.github.io/AgentGuide | AI Agent开发指南 | LangGraph实战 | 高级RAG | 转行大模型 | 大模型面试 | 算法工程师 | 面试题库 | 强化学习|数据合成

MDX11k
+1.2k
90
liyupi

ai-guide

中文

程序员鱼皮的 AI 资源大全 + Vibe Coding 零基础教程,分享 OpenClaw 保姆级教程、大模型玩法(DeepSeek / GPT / Gemini / Claude / GLM)、最新 AI 资讯、Prompt 提示词大全、AI 知识百科(Agent Skills / RAG / MCP / A2A)、AI 编程教程(Harness Engineering)、AI 工具用法(Cursor / Claude Code / TRAE / Codex / Copilot)、AI 开发框架教程(Spring AI / LangChain)、AI 产品变现指南,帮你快速掌握 AI 技术,走在时代前沿。本项目为开源文档 aiguide,已升级为鱼皮 AI 导航网站

JavaScript22k
+1.2k
91
amosblomqvist

learn

NEW

My AI learning system.

TypeScript4.0k
+1.2k
92
huggingface

agents-course

This repository contains the Hugging Face Agents Course.

MDX34k
+1.2k
93
tensorflow

tensorflow

谷歌开源的机器学习框架,覆盖从研究到生产的深度学习全流程

C++201k
+1.2k
94
impacifist

Windows-GPU-UNLOCK

NEW

RTX3090 UEFI 移植与免重置启动指南,含源码和跑分。

C1.2k
+1.2k
95
paperless-ngx

paperless-ngx

A community-supported supercharged document management system: scan, index and archive all your documents

Python47k
+1.2k
96
DenisSergeevitch

ex-ussr-kinship-research

NEW

面向 AI 代理的前苏联家谱研究技能,用教会簿、民事与镇压档案做证据溯源。

Python1.2k
+1.2k
97
UnderleveledBuilder

awesome-short-drama-skills

NEW中文

AI 短剧 · 漫剧 Skill(技能包)精选:剧本、改编、分镜、Seedance / 可灵 / MiniMax 视频提示词,千问、豆包、龙虾 OpenClaw、WorkBuddy、Claude Code、Codex 等智能体可用 | Curated agent skills for AI short drama, micro drama / microdrama, vertical drama and manju (AI comic drama): screenwriting, storyboards, Seedance / Kling / MiniMax video prompts

HTML1.2k
+1.2k
98
Anduin2017

HowToCook

精选

程序员做饭指南:用写文档的严谨来写菜谱,精确到克。

103k
+1.1k
99
d2l-ai

d2l-zh

中文

《动手学深度学习》:面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。

Python82k
+1.1k
100
TheAlgorithms

Python

用 Python 实现的各种经典算法合集,适合学习算法和准备面试时查阅。

Python226k
+1.1k