Top Deep Learning Projects

A list of popular github projects related to deep learning (ranked by stars).

Last Update: 2026.07.14

Project Name	Stars	Description
ECC	230k	The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.
hermes-agent	215k	The agent that grows with you
tensorflow	196k	An Open Source Machine Learning Framework for Everyone
AutoGPT	186k	AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.
ollama	176k	Get up and running with Kimi-K2.6, GLM-5.1, MiniMax, DeepSeek, gpt-oss, Qwen, Gemma and other models.
markitdown	166k	Python tool for converting files and office documents to Markdown.
prompts.chat	166k	f.k.a. Awesome ChatGPT Prompts. Share, discover, and collect prompts from the community. Free and open source — self-host for your organization with complete privacy.
stable-diffusion-webui	164k	Stable Diffusion web UI
transformers	163k	🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.
langflow	152k	Langflow is a powerful tool for building and deploying AI-powered agents and workflows.
firecrawl	151k	The API to search, scrape, and interact with the web at scale. 🔥
dify	149k	Production-ready platform for agentic workflow development.
open-webui	145k	User-friendly AI Interface (Supports Ollama, OpenAI API, ...)
langchain	142k	The agent engineering platform.
ComfyUI	121k	The most powerful and modular diffusion model GUI, api and backend with a graph/nodes interface.
llama.cpp	120k	LLM inference in C/C++
generative-ai-for-beginners	113k	21 Lessons, Get Started Building with Generative AI
supabase	106k	The Postgres development platform. Supabase gives you a dedicated Postgres database to build your web, mobile, and AI applications.
gemini-cli	106k	An open-source AI agent that brings the power of Gemini directly into your terminal.
whisper	105k	Robust Speech Recognition via Large-Scale Weak Supervision
browser-use	105k	🌐 Make websites accessible for AI agents. Automate tasks online with ease.
pytorch	102k	Tensors and Dynamic neural networks in Python with strong GPU acceleration
LLMs-from-scratch	99.1k	Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
MoneyPrinterTurbo	97.4k	利用AI大模型，一键生成高清短视频 Generate short videos with one click using AI LLM.
Deep-Live-Cam	94.9k	real time face swap and one-click video deepfake with only a single image
TradingAgents	93k	TradingAgents: Multi-Agents LLM Financial Trading Framework
autoresearch	91.1k	AI agents running research on single-GPU nanochat training automatically
opencv	89.9k	Open Source Computer Vision Library
caveman	89.4k	🪨 why use many token when few token do trick — Claude Code skill that cuts 65% of tokens by talking like caveman
NextChat	88.5k	✨ Light and Fast AI Assistant. Support: Web | iOS | MacOS | Android | Linux | Windows
ML-For-Beginners	88.1k	12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
claude-mem	87.2k	Persistent Context Across Sessions for Every Agent – Captures everything your agent does during sessions, compresses it with AI, and injects relevant context back into future sessions. Works with Claude Code, OpenClaw, Codex, Gemini, Hermes, Copilot, OpenCode + More
vllm	86.3k	A high-throughput and memory-efficient inference and serving engine for LLMs
graphify	86.1k	AI coding assistant skill (Claude Code, Codex, OpenCode, Cursor, Gemini CLI, and more). Turn any folder of code, SQL schemas, R scripts, shell scripts, docs, papers, images, or videos into a queryable knowledge graph. App code + database schema + infrastructure in one graph.
PaddleOCR	85.5k	Turn any PDF or image document into structured data for your AI. A powerful, lightweight OCR toolkit that bridges the gap between images/PDFs and LLMs. Supports 100+ languages.
ragflow	85k	RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to create a superior context layer for LLMs
ponytail	83k	Makes your AI agent think like the laziest senior dev in the room. The best code is the code you never wrote.
funNLP	81.8k	中英文敏感词、语言检测、中外手机/电话归属地/运营商查询、名字推断性别、手机号抽取、身份证抽取、邮箱抽取、中日文人名库、中文缩写库、拆字词典、词汇情感值、停用词、反动词表、暴恐词表、繁简体转换、英文模拟中文发音、汪峰歌词生成器、职业名称词库、同义词库、反义词库、否定词库、汽车品牌词库、汽车零件词库、连续英文切割、各种中文词向量、公司名字大全、古诗词库、IT词库、财经词库、成语词库、地名词库、历史名人词库、诗词词库、医学词库、饮食词库、法律词库、汽车词库、动物词库、中文聊天语料、中文谣言数据、百度中文问答数据集、句子相似度匹配算法集合、bert资源、文本生成&摘要相关工具、cocoNLP信息抽取工具、国内电话号码正则匹配、清华大学XLORE:中英文跨语言百科知识图谱、清华大学人工智能技术系列报告、自然语言生成、NLU太难了系列、自动对联数据及机器人、用户名黑名单列表、罪名法务名词及分类模型、微信公众号语料、cs224n深度学习自然语言处理课程、中文手写汉字识别、中文自然语言处理 语料/数据集、变量命名神器、分词语料库+代码、任务型对话英文数据集、ASR 语音数据集 + 基于深度学习的中文语音识别系统、笑声检测器、Microsoft多语言数字/单位/如日期时间识别包、中华新华字典数据库及api(包括常用歇后语、成语、词语和汉字)、文档图谱自动生成、SpaCy 中文模型、Common Voice语音识别数据集新版、神经网络关系抽取、基于bert的命名实体识别、关键词(Keyphrase)抽取包pke、基于医疗领域知识图谱的问答系统、基于依存句法与语义角色标注的事件三元组抽取、依存句法分析4万句高质量标注数据、cnocr：用来做中文OCR的Python3包、中文人物关系知识图谱项目、中文nlp竞赛项目及代码汇总、中文字符数据、speech-aligner: 从“人声语音”及其“语言文本”产生音素级别时间对齐标注的工具、AmpliGraph: 知识图谱表示学习(Python)库：知识图谱概念链接预测、Scattertext 文本可视化(python)、语言/知识表示工具：BERT & ERNIE、中文对比英文自然语言处理NLP的区别综述、Synonyms中文近义词工具包、HarvestText领域自适应文本挖掘工具（新词发现-情感分析-实体链接等）、word2word：(Python)方便易用的多语言词-词对集：62种语言/3,564个多语言对、语音识别语料生成工具：从具有音频/字幕的在线视频创建自动语音识别(ASR)语料库、构建医疗实体识别的模型（包含词典和语料标注）、单文档非监督的关键词抽取、Kashgari中使用gpt-2语言模型、开源的金融投资数据提取工具、文本自动摘要库TextTeaser: 仅支持英文、人民日报语料处理工具集、一些关于自然语言的基本模型、基于14W歌曲知识库的问答尝试--功能包括歌词接龙and已知歌词找歌曲以及歌曲歌手歌词三角关系的问答、基于Siamese bilstm模型的相似句子判定模型并提供训练数据集和测试数据集、用Transformer编解码模型实现的根据Hacker News文章标题自动生成评论、用BERT进行序列标记和文本分类的模板代码、LitBank：NLP数据集——支持自然语言处理和计算人文学科任务的100部带标记英文小说语料、百度开源的基准信息抽取系统、虚假新闻数据集、Facebook: LAMA语言模型分析，提供Transformer-XL/BERT/ELMo/GPT预训练语言模型的统一访问接口、CommonsenseQA：面向常识的英文QA挑战、中文知识图谱资料、数据及工具、各大公司内部里大牛分享的技术文档 PDF 或者 PPT、自然语言生成SQL语句（英文）、中文NLP数据增强（EDA）工具、英文NLP数据增强工具 、基于医药知识图谱的智能问答系统、京东商品知识图谱、基于mongodb存储的军事领域知识图谱问答项目、基于远监督的中文关系抽取、语音情感分析、中文ULMFiT-情感分析-文本分类-语料及模型、一个拍照做题程序、世界各国大规模人名库、一个利用有趣中文语料库 qingyun 训练出来的中文聊天机器人、中文聊天机器人seqGAN、省市区镇行政区划数据带拼音标注、教育行业新闻语料库包含自动文摘功能、开放了对话机器人-知识图谱-语义理解-自然语言处理工具及数据、中文知识图谱：基于百度百科中文页面-抽取三元组信息-构建中文知识图谱、masr: 中文语音识别-提供预训练模型-高识别率、Python音频数据增广库、中文全词覆盖BERT及两份阅读理解数据、ConvLab：开源多域端到端对话系统平台、中文自然语言处理数据集、基于最新版本rasa搭建的对话系统、基于TensorFlow和BERT的管道式实体及关系抽取、一个小型的证券知识图谱/知识库、复盘所有NLP比赛的TOP方案、OpenCLaP：多领域开源中文预训练语言模型仓库、UER：基于不同语料+编码器+目标任务的中文预训练模型仓库、中文自然语言处理向量合集、基于金融-司法领域(兼有闲聊性质)的聊天机器人、g2pC：基于上下文的汉语读音自动标记模块、Zincbase 知识图谱构建工具包、诗歌质量评价/细粒度情感诗歌语料库、快速转化「中文数字」和「阿拉伯数字」、百度知道问答语料库、基于知识图谱的问答系统、jieba_fast 加速版的jieba、正则表达式教程、中文阅读理解数据集、基于BERT等最新语言模型的抽取式摘要提取、Python利用深度学习进行文本摘要的综合指南、知识图谱深度学习相关资料整理、维基大规模平行文本语料、StanfordNLP 0.2.0：纯Python版自然语言处理包、NeuralNLP-NeuralClassifier：腾讯开源深度学习文本分类工具、端到端的封闭域对话系统、中文命名实体识别：NeuroNER vs. BertNER、新闻事件线索抽取、2019年百度的三元组抽取比赛：“科学空间队”源码、基于依存句法的开放域文本知识三元组抽取和知识库构建、中文的GPT2训练代码、ML-NLP - 机器学习(Machine Learning)NLP面试中常考到的知识点和代码实现、nlp4han:中文自然语言处理工具集(断句/分词/词性标注/组块/句法分析/语义分析/NER/N元语法/HMM/代词消解/情感分析/拼写检查、XLM：Facebook的跨语言预训练语言模型、用基于BERT的微调和特征提取方法来进行知识图谱百度百科人物词条属性抽取、中文自然语言处理相关的开放任务-数据集-当前最佳结果、CoupletAI - 基于CNN+Bi-LSTM+Attention 的自动对对联系统、抽象知识图谱、MiningZhiDaoQACorpus - 580万百度知道问答数据挖掘项目、brat rapid annotation tool: 序列标注工具、大规模中文知识图谱数据：1.4亿实体、数据增强在机器翻译及其他nlp任务中的应用及效果、allennlp阅读理解:支持多种数据和模型、PDF表格数据提取工具 、 Graphbrain：AI开源软件库和科研工具，目的是促进自动意义提取和文本理解以及知识的探索和推断、简历自动筛选系统、基于命名实体识别的简历自动摘要、中文语言理解测评基准，包括代表性的数据集&基准模型&语料库&排行榜、树洞 OCR 文字识别 、从包含表格的扫描图片中识别表格和文字、语声迁移、Python口语自然语言处理工具集(英文)、 similarity：相似度计算工具包，java编写、海量中文预训练ALBERT模型 、Transformers 2.0 、基于大规模音频数据集Audioset的音频增强 、Poplar：网页版自然语言标注工具、图片文字去除，可用于漫画翻译 、186种语言的数字叫法库、Amazon发布基于知识的人-人开放领域对话数据集 、中文文本纠错模块代码、繁简体转换 、 Python实现的多种文本可读性评价指标、类似于人名/地名/组织机构名的命名体识别数据集 、东南大学《知识图谱》研究生课程(资料)、. 英文拼写检查库 、 wwsearch是企业微信后台自研的全文检索引擎、CHAMELEON：深度学习新闻推荐系统元架构 、 8篇论文梳理BERT相关模型进展与反思、DocSearch：免费文档搜索引擎、 LIDA：轻量交互式对话标注工具 、aili - the fastest in-memory index in the East 东半球最快并发索引 、知识图谱车音工作项目、自然语言生成资源大全 、中日韩分词库mecab的Python接口库、中文文本摘要/关键词提取、汉字字符特征提取器 (featurizer)，提取汉字的特征（发音特征、字形特征）用做深度学习的特征、中文生成任务基准测评 、中文缩写数据集、中文任务基准测评 - 代表性的数据集-基准(预训练)模型-语料库-baseline-工具包-排行榜、PySS3：面向可解释AI的SS3文本分类器机器可视化工具 、中文NLP数据集列表、COPE - 格律诗编辑程序、doccano：基于网页的开源协同多语言文本标注工具 、PreNLP：自然语言预处理库、简单的简历解析器，用来从简历中提取关键信息、用于中文闲聊的GPT2模型：GPT2-chitchat、基于检索聊天机器人多轮响应选择相关资源列表(Leaderboards、Datasets、Papers)、(Colab)抽象文本摘要实现集锦(教程 、词语拼音数据、高效模糊搜索工具、NLP数据增广资源集、微软对话机器人框架 、 GitHub Typo Corpus：大规模GitHub多语言拼写错误/语法错误数据集、TextCluster：短文本聚类预处理模块 Short text cluster、面向语音识别的中文文本规范化、BLINK：最先进的实体链接库、BertPunc：基于BERT的最先进标点修复模型、Tokenizer：快速、可定制的文本词条化库、中文语言理解测评基准，包括代表性的数据集、基准(预训练)模型、语料库、排行榜、spaCy 医学文本挖掘与信息提取 、 NLP任务示例项目代码集、 python拼写检查库、chatbot-list - 行业内关于智能客服、聊天机器人的应用和架构、算法分享和介绍、语音质量评价指标(MOSNet, BSSEval, STOI, PESQ, SRMR)、 用138GB语料训练的法文RoBERTa预训练语言模型 、BERT-NER-Pytorch：三种不同模式的BERT中文NER实验、无道词典 - 有道词典的命令行版本，支持英汉互查和在线查询、2019年NLP亮点回顾、 Chinese medical dialogue data 中文医疗对话数据集 、最好的汉字数字(中文数字)-阿拉伯数字转换工具、 基于百科知识库的中文词语多词义/义项获取与特定句子词语语义消歧、awesome-nlp-sentiment-analysis - 情感分析、情绪原因识别、评价对象和评价词抽取、LineFlow：面向所有深度学习框架的NLP数据高效加载器、中文医学NLP公开资源整理 、MedQuAD：(英文)医学问答数据集、将自然语言数字串解析转换为整数和浮点数、Transfer Learning in Natural Language Processing (NLP) 、面向语音识别的中文/英文发音辞典、Tokenizers：注重性能与多功能性的最先进分词器、CLUENER 细粒度命名实体识别 Fine Grained Named Entity Recognition、 基于BERT的中文命名实体识别、中文谣言数据库、NLP数据集/基准任务大列表、nlp相关的一些论文及代码, 包括主题模型、词向量(Word Embedding)、命名实体识别(NER)、文本分类(Text Classificatin)、文本生成(Text Generation)、文本相似性(Text Similarity)计算等，涉及到各种与nlp相关的算法，基于keras和tensorflow 、Python文本挖掘/NLP实战示例、 Blackstone：面向非结构化法律文本的spaCy pipeline和NLP模型通过同义词替换实现文本“变脸” 、中文 预训练 ELECTREA 模型: 基于对抗学习 pretrain Chinese Model 、albert-chinese-ner - 用预训练语言模型ALBERT做中文NER 、基于GPT2的特定主题文本生成/文本增广、开源预训练语言模型合集、多语言句向量包、编码、标记和实现：一种可控高效的文本生成方法、 英文脏话大列表 、attnvis：GPT2、BERT等transformer语言模型注意力交互可视化、CoVoST：Facebook发布的多语种语音-文本翻译语料库，包括11种语言(法语、德语、荷兰语、俄语、西班牙语、意大利语、土耳其语、波斯语、瑞典语、蒙古语和中文)的语音、文字转录及英文译文、Jiagu自然语言处理工具 - 以BiLSTM等模型为基础，提供知识图谱关系抽取 中文分词 词性标注 命名实体识别 情感分析 新词发现 关键词 文本摘要 文本聚类等功能、用unet实现对文档表格的自动检测，表格重建、NLP事件提取文献资源列表 、 金融领域自然语言处理研究资源大列表、CLUEDatasetSearch - 中英文NLP数据集：搜索所有中文NLP数据集，附常用英文NLP数据集 、medical_NER - 中文医学知识图谱命名实体识别 、(哈佛)讲因果推理的免费书、知识图谱相关学习资料/数据集/工具资源大列表、Forte：灵活强大的自然语言处理pipeline工具集 、Python字符串相似性算法库、PyLaia：面向手写文档分析的深度学习工具包、TextFooler：针对文本分类/推理的对抗文本生成模块、Haystack：灵活、强大的可扩展问答(QA)框架、中文关键短语抽取工具
llm-course	80.9k	Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
OpenHands	80.8k	🙌 OpenHands: AI-Driven Development
RuView	80.6k	π RuView turns commodity WiFi signals into real-time spatial intelligence, vital sign monitoring, and presence detection — all without a single pixel of video.
lobehub	79.8k	🤯 LobeHub is your Chief Agent Operator, organizing your agents into 7×24 operations by hiring, scheduling, and reporting on your entire AI team.
netdata	79.6k	The fastest path to AI-powered full stack observability, even for lean teams.
d2l-zh	78.9k	《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。
open-design	78.1k	🎨 The open-source Claude Design alternative. 🖥️ Local-first desktop app. 🖼️ Your coding agent becomes the design engine: prototypes, landing pages, dashboards, slides, images & video — real files, HTML/PDF/PPTX/MP4 export. 🤖 Claude Code / Codex / Cursor / Gemini / OpenCode / Qwen & 20+ CLIs via BYOK.
models	77.7k	Models and examples built with TensorFlow
gpt4all	77.4k	GPT4All: Run Local LLMs on Any Device. Open-source and available for commercial use.
deer-flow	77k	An open-source long-horizon SuperAgent harness that researches, codes, and creates. With the help of sandboxes, memories, tools, skill, subagents and message gateway, it handles different levels of tasks that could take minutes to hours.
Prompt-Engineering-Guide	76.5k	🐙 Guides, papers, lessons, notebooks and resources for prompt engineering, context engineering, RAG, and AI Agents.
tesseract	75.3k	Tesseract Open Source OCR Engine (main repository)
openai-cookbook	74.7k	Examples and guides for using the OpenAI API
MinerU	74.6k	Transforms complex documents like PDFs and Office docs into LLM-ready markdown/JSON for your Agentic workflows.
LlamaFactory	73.3k	Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)
Front-End-Checklist	73.2k	🗂 The essential checklist for modern web development, for humans and AI agents
stable-diffusion	73.2k	A latent text-to-image diffusion model
crawl4ai	72.6k	🚀🤖 Crawl4AI: Open-source LLM Friendly Web Crawler & Scraper. Don't be shy, join here: https://discord.gg/jP8KfhDhyN
daytona	72.2k	Daytona is a Secure and Elastic Infrastructure for Running AI-Generated Code
gpt_academic	71.1k	为GPT/GLM等LLM大语言模型提供实用化交互接口，特别优化论文阅读/润色/写作体验，模块化设计，支持自定义快捷按钮&函数插件，支持Python和C++等项目剖析&自译解功能，PDF/LaTex论文翻译&总结功能，支持并行问询多种LLM模型，支持chatglm3等本地模型。接入通义千问, deepseekcoder, 讯飞星火, 文心一言, llama2, rwkv, claude2, moss等。
rtk	71k	CLI proxy that reduces LLM token consumption by 60-90% on common dev commands. Single Rust binary, zero dependencies
pi	71k	AI agent toolkit: unified LLM API, agent loop, TUI, coding agent CLI
learn-claude-code	71k	Bash is all you need - A nano claude code–like 「agent harness」, built from 0 to 1
OpenBB	70.6k	Open Data Platform for analysts, quants and AI agents.
MetaGPT	69.4k	🌟 The Multi-Agent Framework: First AI Software Company, Towards Natural Language Programming
ai-agents-for-beginners	69.3k	18 Lessons to Get Started Building AI Agents
unsloth	68.2k	Unsloth Studio is a web UI for training and running open models like Gemma 4, Qwen3.6, DeepSeek, gpt-oss locally.
annotated_deep_learning_paper_implementations	67.1k	🧑‍🏫 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, ... 🧠
scikit-learn	66.7k	scikit-learn: machine learning in Python
gpt4free	66.5k	The official gpt4free repository | various collection of powerful language models | opus 4.6 gpt 5.3 kimi 2.5 deepseek v3.2 gemini 3
hello-agents	66.2k	📚 《从零开始构建智能体》——从零开始的智能体原理与实践教程
oh-my-openagent	65.8k	omo/lazycodex: The coding agent for tokenmaxxers;the one and only agent harness for complex codebases. For your Codex, for your OpenCode
ruflo	64.4k	🌊 The leading agent meta-harness. Deploy intelligent multi-player swarms, coordinate autonomous workflows, and build conversational AI systems. Features adaptive memory, self-learning intelligence, RAG integration, and native Claude Code / Codex / Hermes and many more Integrated
keras	64.2k	Deep Learning for humans
anything-llm	63.3k	Stop renting your intelligence. Own it with AnythingLLM. Everything you need for a powerful local-first agent experience
pathway	62.7k	Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG.
claude-code-best-practice	62.6k	from vibe coding to agentic engineering - practice makes claude perfect
nanoGPT	61.2k	The simplest, fastest repository for training/finetuning medium-sized GPTs.
mem0	60.8k	Universal memory layer for AI Agents
TrendRadar	60.6k	⭐AI-driven public opinion & trend monitor with multi-platform aggregation, RSS, and smart alerts.🎯 告别信息过载，你的 AI 舆情监控助手与热点筛选工具！聚合多平台热点 + RSS 订阅，支持关键词精准筛选。AI 智能筛选新闻 + AI 翻译 + AI 分析简报直推手机，也支持接入 MCP 架构，赋能 AI 自然语言对话分析、情感洞察与趋势预测等。支持 Docker ，数据本地/云端自持。集成微信/飞书/钉钉/Telegram/邮件/ntfy/bark/slack 等渠道智能推送。
Real-Time-Voice-Cloning	60k	Clone a voice in 5 seconds to generate arbitrary speech in real-time
Pake	59.9k	🤱🏻 Turn any webpage into a desktop app with one command.
GPT-SoVITS	59.8k	1 min voice data can also be used to train a good TTS model! (few shot voice cloning)
autogen	59.7k	A programming framework for agentic AI
llama	59.5k	Inference code for Llama models
ultralytics	59.5k	Ultralytics YOLO26, YOLO11, YOLOv8 — object detection, instance segmentation, semantic segmentation, image classification, pose estimation, object tracking
headroom	59.1k	Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 20% fewer tokens for coding agents, 60-95% fewer tokens for JSON, same answers. Library, proxy, MCP server.
context7	59.1k	Context7 Platform -- Up-to-date code documentation for LLMs and AI code editors
llm-app	59k	Ready-to-run cloud templates for RAG, AI pipelines, and enterprise search with live data. 🐳Docker-friendly.⚡Always in sync with Sharepoint, Google Drive, S3, Kafka, PostgreSQL, real-time data APIs, and more.
system_prompts_leaks	57.7k	Extracted system prompts from Anthropic - Claude Fable 5, Opus 4.8, Claude Code, Claude Design. OpenAI - ChatGPT GPT-5.6, Codex GPT-5.6, GPT-5.5. Google - Gemini 3.5 Flash, 3.1 Pro, Antigravity. xAI - Grok, Cursor, Copilot, VS Code, Perplexity, and more. Updated regularly.
yolov5	57.7k	Ultralytics YOLOv5 in PyTorch > ONNX > CoreML > TFLite
DeepLearning-500-questions	57.5k	深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系[email protected] 版权所有，违权必究 Tan 2018.06
private-gpt	57.3k	Complete API layer for private AI applications on local models: RAG, skills, tools, MCP, text-to-sql, and more. Works with any OpenAI-compatible inference server.
mempalace	57.3k	The best-benchmarked open-source AI memory system. And it's free.
daily_stock_analysis	57.2k	LLM 驱动的多市场股票智能分析系统：多源行情、实时新闻、决策看板与自动推送，支持零成本定时运行。 LLM-powered multi-market stock analysis system with multi-source market data, real-time news, decision dashboard, automated notifications, and cost-free scheduled runs.
face_recognition	56.6k	The world's simplest facial recognition api for Python and the command line
Agent-Reach	56.2k	Give your AI agent eyes to see the entire internet. Read & search Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu — one CLI, zero API fees.
crewAI	55.5k	Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.
faceswap	55.3k	Deepfakes Software For All
gpt-engineer	55.2k	CLI platform to experiment with codegen. Precursor to: https://lovable.dev
Flowise	54.6k	Build AI Agents, Visually
segment-anything	54.5k	The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.
ChatGPT	54.4k	🔮 ChatGPT Desktop Application (Mac, Windows and Linux)
litellm	53.6k	Python SDK, Proxy Server (AI Gateway) to call 100+ LLM APIs in OpenAI (or native) format, with cost tracking, guardrails, loadbalancing and logging. [Bedrock, Azure, OpenAI, VertexAI, Cohere, Anthropic, Sagemaker, HuggingFace, VLLM, NVIDIA NIM]
minimind	53.4k	🧠「大模型」2小时完全从0训练64M的小参数LLM！Train a 64M-parameter LLM from scratch in just 2h!
AI-For-Beginners	52.3k	12 Weeks, 24 Lessons, AI for All!
last30days-skill	52.2k	AI agent skill that researches any topic across Reddit, X, YouTube, HN, Polymarket, and the web - then synthesizes a grounded summary
whisper.cpp	51.8k	Port of OpenAI's Whisper model in C/C++
100-Days-Of-ML-Code	51.4k	100 Days of ML Coding
goose	51.2k	an open source, extensible AI agent that goes beyond code suggestions - install, execute, edit, and test with any LLM
Fooocus	51.1k	Focus on prompting and generating
llama_index	50.8k	LlamaIndex is the leading document agent and OCR platform
julia	49k	The Julia Programming Language
Made-With-ML	48.7k	Learn how to develop, deploy and iterate on production-grade ML applications.
cherry-studio	48.6k	AI productivity studio with smart chat, autonomous agents, and 300+ assistants. Unified access to frontier LLMs
supervision	48k	We write your reusable computer vision tools. 💜
LocalAI	47.5k	LocalAI is the open-source AI engine. Run any model - LLMs, vision, voice, image, video - on any hardware. No GPU required.
textgen	47.4k	Open-source desktop app for local LLMs. Text, vision, tool-calling, OpenAI/Anthropic-compatible API. 100% private.
aider	47.4k	aider is AI pair programming in your terminal
JeecgBoot	47.1k	【低代码迈入 v2.0】AI低代码平台，AI Skills 一句话生成整个系统；一键生成前后端代码甚至整个模块。 AI Skills 一句话画流程、设计表单、生成报表、大屏。内置 AI应用平台涵盖：AI聊天、知识库、流程编排、MCP插件等，兼容主流大模型。引领AI低代码「Skills 生成 → 在线配置 → 代码生成 → 手工合并->AI修改」开发模式，解决 Java 项目 90% 重复工作，提高效率又不失灵活。
qlib	46.2k	Qlib is an AI-oriented Quant investment platform that aims to use AI tech to empower Quant Research, from exploring ideas to implementing productions. Qlib supports diverse ML modeling paradigms, including supervised learning, market dynamics modeling, and RL, and is now equipped with https://github.com/microsoft/RD-Agent to automate R&D process.
airflow	46.1k	Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
Umi-OCR	46.1k	OCR software, free and offline. 开源、免费的离线OCR软件。支持截屏/批量导入图片，PDF文档识别，排除水印/页眉页脚，扫描/生成二维码。内置多国语言库。
CowAgent	46k	Open-source super AI assistant & Agent Harness. Plans tasks, runs tools and skills, self-evolves with memory and knowledge. Multi-model, multi-channel. Lightweight, extensible, one-line install. (formerly chatgpt-on-wechat)
TTS	45.8k	🐸💬 - a deep learning toolkit for Text-to-Speech, battle-tested in research and production
nanobot	45.6k	Lightweight, open-source AI agent for your tools, chats, and workflows.
CL4R1T4S	45.4k	LEAKED SYSTEM PROMPTS FOR CHATGPT, CLAUDE, GEMINI, GROK, PERPLEXITY, CURSOR, LOVABLE, REPLIT, AND MORE! - AI SYSTEMS TRANSPARENCY FOR ALL! 👐
streamlit	45.2k	Streamlit — A faster way to build and share data apps.
milvus	45.2k	Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search
kong	43.8k	🦍 The API and AI Gateway
TensorFlow-Examples	43.7k	TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)
jan	43.6k	Jan is an open source alternative to ChatGPT that runs 100% offline on your computer.
zod	43.3k	TypeScript-first schema validation with static type inference
ray	43.3k	Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.
gradio	43.1k	Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!
paperless-ngx	43k	A community-supported supercharged document management system: scan, index and archive all your documents
dive-into-llms	42.9k	《动手学大模型Dive into LLMs》系列编程实践教程
DeepSpeed	42.7k	DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
ailearning	42.4k	AiLearning：数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2
new-api	42.2k	A unified AI model hub for aggregation & distribution. It supports cross-converting various LLMs into OpenAI-compatible, Claude-compatible, or Gemini-compatible formats. A centralized gateway for personal and enterprise model management. 🍥
CLIProxyAPI	41.9k	Wrap Antigravity, ChatGPT Codex, Claude Code, Grok Build as an OpenAI/Gemini/Claude/Codex compatible API service, allowing you to enjoy the free Gemini 3.1 Pro, GPT 5.5, Grok 4.3, Claude model through API
WeChatMsg	41.8k
BettaFish	41.7k	微舆：人人可用的多Agent舆情分析助手，打破信息茧房，还原舆情原貌，预测未来走向，辅助决策！从0实现，不依赖任何框架。
strix	41.4k	Open-source AI penetration testing tool to find and fix your app’s vulnerabilities.
ColossalAI	41.4k	Making large AI models cheaper, faster and more accessible
agno	41.2k	Build, run, and manage your own agent platform.
ChatGLM-6B	41k	ChatGLM-6B: An Open Bilingual Dialogue Language Model | 开源双语对话语言模型
chatbox	41k	Powerful AI Client
LibreChat	40.7k	Enhanced ChatGPT Clone: Features Agents, MCP, Skills, DeepSeek, Anthropic, AWS, OpenAI, Responses API, Azure, Groq, o1, GPT-5, Mistral, OpenRouter, Vertex AI, Gemini, Artifacts, AI model switching, message search, Code Interpreter, langchain, DALL-E-3, OpenAPI Actions, Functions, Secure Multi-User Auth, Presets, open-source for self-hosting. Active
bert	40.1k	TensorFlow code and pre-trained models for BERT
photoprism	40k	AI-Powered Photos App 🌈💎✨
CodeWhale	39.8k	Open-source, community-driven agent harness
BitNet	39.7k	Official inference framework for 1-bit LLMs
ChatTTS	39.6k	A generative speech model for daily dialogue.
Deep-Learning-Papers-Reading-Roadmap	39.5k	Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!
FastChat	39.5k	An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.
quivr	39.2k	Opiniated RAG for integrating GenAI in your apps 🧠 Focus on your product rather than the RAG. Easy integration in existing products with customisation! Any LLM: GPT4, Groq, Llama. Any Vectorstore: PGVector, Faiss. Any Files. Anyway you want.
bark	39.2k	🔊 Text-Prompted Generative Audio Model
marketingskills	39.2k	Marketing skills for Claude Code and AI agents. CRO, copywriting, SEO, analytics, and growth engineering.
GPT_API_free	38.8k	Free ChatGPT&DeepSeek API Key，免费ChatGPT&DeepSeek API。免费接入DeepSeek API和GPT4 API，支持 gpt | deepseek | claude | gemini | grok 等排名靠前的常用大模型。
ShareX	38.6k	ShareX is a free and open-source application that enables users to capture or record any area of their screen with a single keystroke. It also supports uploading images, text, and various file types to a wide range of destinations.
tesseract.js	38.5k	Pure Javascript OCR for more than 100 Languages 📖🎉🖥
OpenMontage	38.5k	World's first open-source, agentic video production system. 12 pipelines, 52 tools, 500+ agent skills. Turn your AI coding assistant into a full video production studio.
agent-browser	38.4k	Browser automation CLI for AI agents
Langchain-Chatchat	38.4k	Langchain-Chatchat（原Langchain-ChatGLM）基于 Langchain 与 ChatGLM, Qwen 与 Llama 等语言模型的 RAG 与 Agent 应用 | Langchain-Chatchat (formerly langchain-ChatGLM), local knowledge based LLM (like ChatGLM, Qwen and Llama) RAG and Agent app with langchain
google-research	38.4k	Google Research
ai-engineering-from-scratch	38.3k	Learn it. Build it. Ship it for others.
ToolJet	38.2k	ToolJet is the open-source foundation of ToolJet AI - the enterprise app generation platform for building internal tools, dashboard, business applications, workflows and AI agents 🚀
UI-TARS-desktop	38k	The Open-Source Multimodal AI Agent Stack: Connecting Cutting-Edge AI Models and Agent Infra
agents	37.9k	Multi-harness agentic plugin marketplace for Claude Code, Codex CLI, Cursor, OpenCode, GitHub Copilot, and Gemini CLI
oh-my-claudecode	37.8k	Teams-first Multi-agent orchestration for Claude Code
LightRAG	37.7k	[EMNLP2025] "LightRAG: Simple and Fast Retrieval-Augmented Generation"
GFPGAN	37.6k	GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.
LLM101n	37.5k	LLM101n: Let's build a Storyteller
Open-Assistant	37.4k	OpenAssistant is a chat-based assistant that understands tasks, can interact with third-party systems, and retrieve information dynamically to do so.
Coursera-ML-AndrewNg-Notes	37.3k	吴恩达老师的机器学习课程个人笔记
deeplearningbook-chinese	37.3k	Deep Learning Book Chinese Translation
langgraph	37.3k	Build resilient agents.
gym	37.2k	A toolkit for developing and comparing reinforcement learning algorithms.
langextract	37.1k	A Python library for extracting structured information from unstructured text using LLMs with precise source grounding and interactive visualization.
pytorch-image-models	37k	The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more
OpenVoice	36.9k	Instant voice cloning by MIT and MyShell. Audio foundation model.
MockingBird	36.9k	🚀Clone a voice in 5 seconds to generate arbitrary speech in real-time
rufus	36.9k	The Reliable USB Formatting Utility
ai-engineering-hub	36.5k	In-depth tutorials on LLMs, RAGs and real-world AI agent applications.
HanLP	36.5k	Natural Language Processing for the next decade. Tokenization, Part-of-Speech Tagging, Named Entity Recognition, Syntactic & Semantic Dependency Parsing, Document Classification
Retrieval-based-Voice-Conversion-WebUI	36.4k	Easily train a good VC model with voice data <= 10 mins!
Hello-Python	36.4k	Curso para aprender el lenguaje de programación Python desde cero y para principiantes. 100 clases, 44 horas en vídeo, código, proyectos y grupo de chat. Fundamentos, frontend, backend, testing, IA...
AstrBot	36.3k	AI Agent Assistant & development framework that integrates lots of IM platforms, LLMs, plugins and AI feature, and can be your openclaw alternative. ✨
AgentGPT	36.3k	🤖 Assemble, configure, and deploy autonomous AI Agents in your browser.
1Panel	36.2k	🔥 1Panel is a modern, open-source VPS control panel — and the only one with native AI agent support. Run Ollama models, deploy OpenClaw agents, and manage your entire server stack from one clean web interface.
Real-ESRGAN	36.1k	Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.
dspy	36.1k	DSPy: The framework for programming—not prompting—language models
mediapipe	36.1k	Cross-platform, customizable ML solutions for live and streaming media.
CopilotKit	36k	The Frontend Stack for Agents & Generative UI. React, Angular, Mobile, Slack, and more. Makers of the AG-UI Protocol
jax	36k	Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
DragGAN	35.8k	Official Code for DragGAN (SIGGRAPH 2023)
one-api	35.7k	LLM API 管理 & 分发系统，支持 OpenAI、Azure、Anthropic Claude、Google Gemini、DeepSeek、字节豆包、ChatGLM、文心一言、讯飞星火、通义千问、360 智脑、腾讯混元等主流模型，统一 API 适配，可用于 key 管理与二次分发。单可执行文件，提供 Docker 镜像，一键部署，开箱即用。LLM API management & key redistribution system, unifying multiple providers under a single API. Single binary, Docker-ready, with an English UI.
khoj	35.7k	Your AI second brain. Self-hostable. Get answers from the web or your docs. Build custom agents, schedule automations, do deep research. Turn any online or local LLM into your personal, autonomous AI (gpt, claude, gemini, llama, qwen, mistral). Get started - free.
Vane	35.7k	Vane is an AI-powered answering engine.
PDFMathTranslate	35.6k	[EMNLP 2025 Demo] PDF scientific paper translation with preserved formats - 基于 AI 完整保留排版的 PDF 文档全文双语翻译，支持 Google/DeepL/Ollama/OpenAI 等服务，提供 CLI/GUI/MCP/Docker/Zotero
500-AI-Machine-learning-Deep-learning-Computer-vision-NLP-Projects-with-code	35.4k	500 AI Machine learning Deep learning Computer vision NLP Projects with code
detectron2	34.6k	Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.
caffe	34.6k	Caffe: a fast open framework for deep learning.
C-Plus-Plus	34.5k	Collection of various algorithms in mathematics, machine learning, computer science and physics implemented in C++ for educational purposes.
500-AI-Agents-Projects	34.4k	The 500 AI Agents Projects is a curated collection of AI agent use cases across various industries. It showcases practical applications and provides links to open-source projects for implementation, illustrating how AI agents are transforming sectors such as healthcare, finance, education, retail, and more.
graphrag	34.4k	A modular graph-based Retrieval-Augmented Generation (RAG) system
frigate	34.3k	NVR with realtime local object detection for IP cameras
gold-miner	34.3k	🥇掘金翻译计划，可能是世界最大最好的英译中技术社区，最懂读者和译者的翻译平台：
openpose	34.3k	OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation
OCRmyPDF	34.2k	OCRmyPDF adds an OCR text layer to scanned PDF files, allowing them to be searched
diffusers	34.1k	🤗 Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch.
PageIndex	34k	📑 PageIndex: Document Index for Vectorless, Reasoning-based RAG
ControlNet	34k	Let us control diffusion models!
CLIP	34k	CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image
spaCy	33.7k	💫 Industrial-strength Natural Language Processing (NLP) in Python
ChatDev	33.7k	ChatDev 2.0: Dev All through LLM-powered Multi-Agent Collaboration
gpt-pilot	33.7k	The first real AI developer
paper-reading	33.6k	深度学习经典、新论文逐段精读
VoxCPM	33.4k	VoxCPM2: Tokenizer-Free TTS for Multilingual Speech Generation, Creative Voice Design, and True-to-Life Cloning
tinygrad	33.3k	You like pytorch? You like micrograd? You love tinygrad! ❤️
qdrant	33.3k	Qdrant - High-performance, massive-scale Vector Database and Vector Search Engine for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/
netron	33.2k	Visualizer for neural network, deep learning and machine learning models
mmdetection	32.8k	OpenMMLab Detection Toolbox and Benchmark
pytorch-tutorial	32.4k	PyTorch Tutorial for Deep Learning Researchers
ML-From-Scratch	32.3k	Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.
fairseq	32.2k	Facebook AI Research Sequence-to-Sequence Toolkit written in Python.
prompt-optimizer	32.2k	An AI prompt optimizer for writing better prompts and getting better AI results.
Kronos	32.1k	Kronos: A Foundation Model for the Language of Financial Markets
happy-llm	32.1k	📚 从零开始构建大模型
GPTs	32k	leaked prompts of GPTs
conductor	32k	Conductor is an event driven agentic workflow engine providing durable and highly resilient execution engine for applications and AI Agents
self-llm	31.3k	《开源大模型食用指南》针对中国宝宝量身打造的基于Linux环境快速微调（全参数/Lora）、部署国内外开源大模型（LLM）/多模态大模型（MLLM）教程
openai-python	31.3k	The official Python library for the OpenAI API
fish-speech	31.3k	SOTA Open Source TTS
pytorch-lightning	31.2k	Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.
tqdm	31.2k	:zap: A Fast, Extensible Progress Bar for Python and CLI
langfuse	31.1k	🪢 Open source AI engineering platform: LLM evals, observability, metrics, prompt management, playground, datasets. Integrates with OpenTelemetry, LangChain, OpenAI SDK, LiteLLM, and more. 🍊YC W23
AI-Expert-Roadmap	31.1k	Roadmap to becoming an Artificial Intelligence Expert in 2022
DeepFaceLive	31k	Real-time face swap for PC streaming or video calls
scientific-agent-skills	30.9k	Turn any AI agent into an AI Scientist. The #1 Agent Skills library for science, used by 160,000+ scientists worldwide. 140 ready-to-use skills plus 100+ scientific databases covering biology, chemistry, medicine, and drug discovery. Compatible with Cursor, Claude Code, Codex, Pi, Antigravity, and the open Agent Skills standard.
onyx	30.9k	Open Source AI Platform - AI Chat with advanced features that works with every LLM
SillyTavern	30.7k	LLM Frontend for Power Users.
llm.c	30.6k	LLM training in simple, raw C/CUDA
sglang	30.3k	SGLang is a high-performance serving framework for large language models and multimodal models.
stanford_alpaca	30.3k	Code and documentation to train Stanford's Alpaca models, and generate the data.
tuning_playbook	30.2k	A playbook for systematically maximizing the performance of deep learning models.
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…view the full README on GitHub.