Github-Ranking/Top100/Python.md

[Github Ranking](../README.md)
==========

## Top 100 Stars in Python

| Ranking | Project Name | Stars | Forks | Language | Open Issues | Description | Last Commit |
| ------- | ------------ | ----- | ----- | -------- | ----------- | ----------- | ----------- |
| 1 | [public-apis](https://github.com/public-apis/public-apis) | 251751 | 28880 | Python | 27 | A collective list of free APIs | 2023-08-08T16:12:27Z |
| 2 | [Auto-GPT](https://github.com/Significant-Gravitas/Auto-GPT) | 146160 | 31635 | Python | 608 | An experimental open-source attempt to make GPT-4 fully autonomous. | 2023-08-10T16:55:14Z |
| 3 | [Python-100-Days](https://github.com/jackfrued/Python-100-Days) | 138458 | 49556 | Python | 503 | Python - 100天从新手到大师 | 2023-07-01T20:55:17Z |
| 4 | [fastapi](https://github.com/tiangolo/fastapi) | 61314 | 5154 | Python | 19 | FastAPI framework, high performance, easy to learn, fast to code, ready for production | 2023-08-10T18:39:02Z |
| 5 | [awesome-machine-learning](https://github.com/josephmisiti/awesome-machine-learning) | 59664 | 14146 | Python | 0 | A curated list of awesome Machine Learning frameworks, libraries and software. | 2023-07-25T05:31:57Z |
| 6 | [devops-exercises](https://github.com/bregman-arie/devops-exercises) | 55198 | 11622 | Python | 14 | Linux, Jenkins, AWS, SRE, Prometheus, Docker, Python, Ansible, Git, Kubernetes, Terraform, OpenStack, SQL, NoSQL, Azure, GCP, DNS, Elastic, Network, Virtualization. DevOps Interview Questions | 2023-08-10T22:37:43Z |
| 7 | [scrapy](https://github.com/scrapy/scrapy) | 48096 | 10095 | Python | 478 | Scrapy, a fast high-level web crawling & scraping framework for Python. | 2023-08-10T19:17:57Z |
| 8 | [Real-Time-Voice-Cloning](https://github.com/CorentinJ/Real-Time-Voice-Cloning) | 44020 | 7899 | Python | 145 | Clone a voice in 5 seconds to generate arbitrary speech in real-time | 2023-07-08T14:50:44Z |
| 9 | [DeepFaceLab](https://github.com/iperov/DeepFaceLab) | 41881 | 9381 | Python | 528 | DeepFaceLab is the leading software for creating deepfakes. | 2023-06-24T17:40:40Z |
| 10 | [yolov5](https://github.com/ultralytics/yolov5) | 40727 | 14440 | Python | 145 | YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite | 2023-08-11T00:28:19Z |
| 11 | [XX-Net](https://github.com/XX-net/XX-Net) | 32122 | 7804 | Python | 7875 | A proxy tool to bypass GFW. | 2023-08-10T19:37:03Z |
| 12 | [mitmproxy](https://github.com/mitmproxy/mitmproxy) | 31946 | 3759 | Python | 272 | An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers. | 2023-08-09T08:34:26Z |
| 13 | [hackingtool](https://github.com/Z4nzu/hackingtool) | 31943 | 3705 | Python | 9 | ALL IN ONE Hacking Tool For Hackers | 2023-08-08T16:30:04Z |
| 14 | [DragGAN](https://github.com/XingangPan/DragGAN) | 31875 | 3511 | Python | 108 | Official Code for DragGAN (SIGGRAPH 2023) | 2023-08-04T00:08:45Z |
| 15 | [ColossalAI](https://github.com/hpcaitech/ColossalAI) | 31576 | 3703 | Python | 241 | Making large AI models cheaper, faster and more accessible | 2023-08-11T02:54:14Z |
| 16 | [MockingBird](https://github.com/babysor/MockingBird) | 30459 | 4647 | Python | 440 | 🚀AI拟声: 5秒内克隆您的声音并生成任意语音内容 Clone a voice in 5 seconds to generate arbitrary speech in real-time | 2023-08-10T07:54:23Z |
| 17 | [HanLP](https://github.com/hankcs/HanLP) | 29939 | 8574 | Python | 8 | 中文分词 词性标注 命名实体识别 依存句法分析 成分句法分析 语义依存分析 语义角色标注 指代消解 风格转换 语义相似度 新词发现 关键词短语提取 自动摘要 文本分类聚类 拼音简繁转换 自然语言处理 | 2023-08-02T01:05:21Z |
| 18 | [ray](https://github.com/ray-project/ray) | 26977 | 4674 | Python | 2899 | Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a toolkit of libraries (Ray AIR) for accelerating ML workloads. | 2023-08-11T02:51:03Z |
| 19 | [tqdm](https://github.com/tqdm/tqdm) | 25425 | 1287 | Python | 347 | :zap: A Fast, Extensible Progress Bar for Python and CLI | 2023-08-10T11:56:59Z |
| 20 | [lightning](https://github.com/Lightning-AI/lightning) | 24303 | 2985 | Python | 649 | Deep learning framework to train, deploy, and ship AI products Lightning fast. | 2023-08-11T00:28:57Z |
| 21 | [Depix](https://github.com/spipm/Depix) | 24277 | 2999 | Python | 0 | Recovers passwords from pixelized screenshots | 2023-05-17T14:22:35Z |
| 22 | [ItChat](https://github.com/littlecodersh/ItChat) | 24133 | 5516 | Python | 253 | A complete and graceful API for Wechat. 微信个人号接口、微信机器人及命令行微信，三十行即可自定义个人号机器人。 | 2023-03-15T06:34:38Z |
| 23 | [hosts](https://github.com/StevenBlack/hosts) | 23620 | 2015 | Python | 45 | 🔒 Consolidating and extending hosts files from several well-curated sources. Optionally pick extensions for porn, social media, and other categories. | 2023-08-10T14:36:30Z |
| 24 | [examples](https://github.com/pytorch/examples) | 20703 | 9307 | Python | 156 | A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc. | 2023-08-08T19:53:01Z |
| 25 | [dash](https://github.com/plotly/dash) | 19108 | 1920 | Python | 722 | Data Apps & Dashboards for Python. No JavaScript Required. | 2023-08-10T20:13:33Z |
| 26 | [bokeh](https://github.com/bokeh/bokeh) | 17832 | 4120 | Python | 726 | Interactive Data Visualization in the browser, from  Python | 2023-08-10T16:26:04Z |
| 27 | [nginx-proxy](https://github.com/nginx-proxy/nginx-proxy) | 17313 | 2929 | Python | 360 | Automated nginx proxy for Docker containers using docker-gen | 2023-08-01T14:48:20Z |
| 28 | [DeOldify](https://github.com/jantic/DeOldify) | 16812 | 2437 | Python | 3 | A Deep Learning based project for colorizing and restoring old images (and video!) | 2023-07-21T02:35:25Z |
| 29 | [OSX-KVM](https://github.com/kholia/OSX-KVM) | 16561 | 1638 | Python | 0 | Run macOS on QEMU/KVM. With OpenCore + Big Sur + Monterey + Ventura support now! Only commercial (paid) support is available now to avoid spammy issues. No Mac system is required. | 2023-08-04T14:36:46Z |
| 30 | [recommenders](https://github.com/microsoft/recommenders) | 16152 | 2802 | Python | 167 | Best Practices on Recommendation Systems | 2023-07-22T11:22:45Z |
| 31 | [Hitomi-Downloader](https://github.com/KurtBestor/Hitomi-Downloader) | 15655 | 1590 | Python | 2409 | :cake: Desktop utility to download images/videos/music/text from various websites, and more. | 2023-08-08T03:47:52Z |
| 32 | [loguru](https://github.com/Delgan/loguru) | 15582 | 634 | Python | 115 | Python logging made (stupidly) simple | 2023-08-07T09:22:01Z |
| 33 | [chatgpt-on-wechat](https://github.com/zhayujie/chatgpt-on-wechat) | 15008 | 4461 | Python | 158 | Wechat robot based on ChatGPT,  which using OpenAI api and itchat library. 使用ChatGPT搭建微信聊天机器人，基于 GPT3.5/GPT4.0/文心一言 模型，支持个人微信、公众号、企业微信部署，能处理文本、语音和图片，访问操作系统和互联网，支持基于知识库定制专属机器人。 | 2023-08-10T16:13:38Z |
| 34 | [awesome-oss-alternatives](https://github.com/RunaCapital/awesome-oss-alternatives) | 13766 | 737 | Python | 5 | Awesome list of open-source startup alternatives to well-known SaaS products 🚀 | 2023-08-08T14:31:12Z |
| 35 | [mackup](https://github.com/lra/mackup) | 13592 | 920 | Python | 282 | Keep your application settings in sync (OS X/Linux) | 2023-08-04T08:25:16Z |
| 36 | [nni](https://github.com/microsoft/nni) | 13162 | 1835 | Python | 296 | An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning. | 2023-08-08T07:22:32Z |
| 37 | [searx](https://github.com/searx/searx) | 13073 | 1735 | Python | 301 | Privacy-respecting metasearch engine | 2023-07-01T06:10:33Z |
| 38 | [learn_python3_spider](https://github.com/wistbean/learn_python3_spider) | 13037 | 3220 | Python | 26 | python爬虫教程系列、从0到1学习python爬虫，包括浏览器抓包，手机APP抓包，如 fiddler、mitmproxy，各种爬虫涉及的模块的使用，如：requests、beautifulSoup、selenium、appium、scrapy等，以及IP代理，验证码识别，Mysql，MongoDB数据库的python使用，多线程多进程爬虫的使用，css 爬虫加密逆向破解，JS爬虫逆向，分布式爬虫，爬虫项目实战实例等 | 2023-03-30T17:03:58Z |
| 39 | [reinforcement-learning-an-introduction](https://github.com/ShangtongZhang/reinforcement-learning-an-introduction) | 12541 | 4694 | Python | 16 | Python Implementation of Reinforcement Learning: An Introduction | 2023-07-19T12:41:38Z |
| 40 | [py12306](https://github.com/pjialin/py12306) | 11966 | 3114 | Python | 134 | 🚂 12306 购票助手，支持集群，多账号，多任务购票以及 Web 页面管理  | 2023-04-26T06:24:09Z |
| 41 | [ChuanhuChatGPT](https://github.com/GaiZhenbiao/ChuanhuChatGPT) | 11956 | 1892 | Python | 50 | GUI for ChatGPT API and many LLMs | 2023-08-10T14:59:29Z |
| 42 | [PySimpleGUI](https://github.com/PySimpleGUI/PySimpleGUI) | 11919 | 1749 | Python | 715 | Launched in 2018. It's 2023 and PySimpleGUI is actively developed & supported. Create complex windows simply. Supports tkinter, Qt, WxPython, Remi (in browser). Create GUI applications trivially with a full set of widgets. Multi-Window applications are also simple. 3.4 to 3.11 supported. 325+ Demo programs & Cookbook for rapid start. Extensive docs | 2023-08-10T16:45:21Z |
| 43 | [neural-enhance](https://github.com/alexjc/neural-enhance) | 11763 | 1403 | Python | 0 | Super Resolution for images using deep learning. | 2020-12-29T08:43:04Z |
| 44 | [redis-py](https://github.com/redis/redis-py) | 11668 | 2400 | Python | 144 | Redis Python Client | 2023-08-10T08:44:48Z |
| 45 | [awesome-aws](https://github.com/donnemartin/awesome-aws) | 11661 | 1623 | Python | 6 | A curated list of awesome Amazon Web Services (AWS) libraries, open source repos, guides, blogs, and other resources.  Featuring the Fiery Meter of AWSome. | 2023-06-07T09:47:41Z |
| 46 | [allennlp](https://github.com/allenai/allennlp) | 11551 | 2258 | Python | 80 | An open-source NLP research library, built on PyTorch. | 2022-11-22T23:28:35Z |
| 47 | [mlc-llm](https://github.com/mlc-ai/mlc-llm) | 11512 | 805 | Python | 98 | Enable everyone to develop, optimize and deploy AI models natively on everyone's devices. | 2023-08-10T21:37:43Z |
| 48 | [detr](https://github.com/facebookresearch/detr) | 11493 | 2085 | Python | 218 | End-to-End Object Detection with Transformers | 2023-06-01T07:36:32Z |
| 49 | [airbyte](https://github.com/airbytehq/airbyte) | 11438 | 2963 | Python | 4354 | Data integration platform for ELT pipelines from APIs, databases & files to warehouses & lakes. | 2023-08-11T02:02:44Z |
| 50 | [sympy](https://github.com/sympy/sympy) | 11170 | 4015 | Python | 4198 | A computer algebra system written in pure Python | 2023-08-11T02:07:46Z |
| 51 | [Statistical-Learning-Method_Code](https://github.com/Dod-o/Statistical-Learning-Method_Code) | 9920 | 2781 | Python | 14 | 手写实现李航《统计学习方法》书中全部算法 | 2023-06-10T16:35:58Z |
| 52 | [the-algorithm-ml](https://github.com/twitter/the-algorithm-ml) | 9638 | 2194 | Python | 13 | Source code for Twitter's Recommendation Algorithm | 2023-05-09T07:53:33Z |
| 53 | [urh](https://github.com/jopohl/urh) | 9626 | 831 | Python | 33 | Universal Radio Hacker: Investigate Wireless Protocols Like A Boss | 2023-07-30T07:42:05Z |
| 54 | [thumbor](https://github.com/thumbor/thumbor) | 9591 | 820 | Python | 4 | thumbor is an open-source photo thumbnail service by globo.com | 2023-07-30T11:46:51Z |
| 55 | [word_cloud](https://github.com/amueller/word_cloud) | 9576 | 2305 | Python | 87 | A little word cloud generator in Python | 2023-05-18T17:56:40Z |
| 56 | [voice-changer](https://github.com/w-okada/voice-changer) | 9522 | 1069 | Python | 30 | リアルタイムボイスチェンジャー Realtime Voice Changer | 2023-08-10T17:55:21Z |
| 57 | [portia](https://github.com/scrapinghub/portia) | 8959 | 1414 | Python | 112 | Visual scraping for Scrapy | 2023-03-17T09:36:58Z |
| 58 | [sshuttle](https://github.com/apenwarr/sshuttle) | 8922 | 660 | Python | 0 | Wrong project!  You should head over to http://github.com/sshuttle/sshuttle | 2018-02-15T13:16:12Z |
| 59 | [maigret](https://github.com/soxoj/maigret) | 8821 | 671 | Python | 238 | 🕵️‍♂️ Collect a dossier on a person by username from thousands of sites | 2023-08-05T23:01:26Z |
| 60 | [30-seconds-of-python](https://github.com/30-seconds/30-seconds-of-python) | 8801 | 1307 | Python | 0 | Short Python code snippets for all your development needs | 2023-05-07T17:09:42Z |
| 61 | [fail2ban](https://github.com/fail2ban/fail2ban) | 8492 | 1150 | Python | 134 | Daemon to ban hosts that cause multiple authentication errors | 2023-07-28T16:16:21Z |
| 62 | [pyautogui](https://github.com/asweigart/pyautogui) | 8430 | 1099 | Python | 416 | A cross-platform GUI automation Python module for human beings. Used to programmatically control the mouse & keyboard. | 2023-08-09T02:48:41Z |
| 63 | [byob](https://github.com/malwaredllc/byob) | 8403 | 2054 | Python | 8 | An open-source post-exploitation framework for students, researchers and developers. | 2023-07-30T01:50:17Z |
| 64 | [robotframework](https://github.com/robotframework/robotframework) | 8263 | 2154 | Python | 265 | Generic automation framework for acceptance testing and RPA | 2023-08-07T22:10:21Z |
| 65 | [Telethon](https://github.com/LonamiWebs/Telethon) | 8057 | 1277 | Python | 35 | Pure Python 3 MTProto API Telegram client library, for bots too! | 2023-08-03T17:01:12Z |
| 66 | [DAIN](https://github.com/baowenbo/DAIN) | 7926 | 833 | Python | 75 | Depth-Aware Video Frame Interpolation (CVPR 2019) | 2023-02-13T12:40:12Z |
| 67 | [chroma](https://github.com/chroma-core/chroma) | 7891 | 567 | Python | 186 | the AI-native open-source embedding database | 2023-08-11T00:50:04Z |
| 68 | [attention-is-all-you-need-pytorch](https://github.com/jadore801120/attention-is-all-you-need-pytorch) | 7762 | 1824 | Python | 60 | A PyTorch implementation of the Transformer model in "Attention is All You Need". | 2023-04-28T00:44:02Z |
| 69 | [pysheeet](https://github.com/crazyguitar/pysheeet) | 7718 | 1192 | Python | 18 | Python Cheat Sheet | 2023-08-08T15:32:47Z |
| 70 | [microk8s](https://github.com/canonical/microk8s) | 7604 | 738 | Python | 245 | MicroK8s is a small, fast, single-package Kubernetes for datacenters and the edge. | 2023-08-10T22:05:18Z |
| 71 | [yewtube](https://github.com/mps-youtube/yewtube) | 7585 | 643 | Python | 178 | yewtube, forked from mps-youtube , is a Terminal based YouTube player and downloader. No Youtube API key required. | 2023-06-14T12:17:33Z |
| 72 | [PythonPark](https://github.com/Jack-Cherish/PythonPark) | 7550 | 1387 | Python | 1 | Python 开源项目之「自学编程之路」，保姆级教程：AI实验室、宝藏视频、数据结构、学习指南、机器学习实战、深度学习实战、网络爬虫、大厂面经、程序人生、资源分享。 | 2023-06-27T03:28:40Z |
| 73 | [ansible-for-devops](https://github.com/geerlingguy/ansible-for-devops) | 7354 | 3132 | Python | 79 | Ansible for DevOps examples. | 2023-08-07T07:10:51Z |
| 74 | [RobustVideoMatting](https://github.com/PeterL1n/RobustVideoMatting) | 7352 | 1002 | Python | 86 | Robust Video Matting in PyTorch, TensorFlow, TensorFlow.js, ONNX, CoreML! | 2023-07-29T16:05:26Z |
| 75 | [ultisnips](https://github.com/SirVer/ultisnips) | 7187 | 692 | Python | 115 | UltiSnips - The ultimate snippet solution for Vim. Send pull requests to SirVer/ultisnips! | 2023-08-05T19:37:30Z |
| 76 | [PaddleGAN](https://github.com/PaddlePaddle/PaddleGAN) | 7185 | 1193 | Python | 246 | PaddlePaddle GAN library, including lots of interesting applications like First-Order motion transfer,  Wav2Lip, picture repair, image editing, photo2cartoon, image style transfer, GPEN, and so on. | 2023-07-25T02:55:31Z |
| 77 | [xonsh](https://github.com/xonsh/xonsh) | 7183 | 615 | Python | 260 | :shell: Python-powered, cross-platform, Unix-gazing shell. | 2023-08-10T09:23:04Z |
| 78 | [keras-yolo3](https://github.com/qqwweee/keras-yolo3) | 7109 | 3490 | Python | 485 | A Keras implementation of YOLOv3 (Tensorflow backend) | 2023-03-12T02:57:19Z |
| 79 | [conan](https://github.com/conan-io/conan) | 7086 | 887 | Python | 2012 | Conan - The open-source C and C++ package manager | 2023-08-10T23:58:47Z |
| 80 | [hacktricks](https://github.com/carlospolop/hacktricks) | 7036 | 2087 | Python | 18 | Welcome to the page where you will find each trick/technique/whatever I have learnt in CTFs, real life apps, and reading researches and news. | 2023-08-10T11:01:53Z |
| 81 | [records](https://github.com/kennethreitz/records) | 6994 | 580 | Python | 45 | SQL for Humans™ | 2023-05-02T15:11:50Z |
| 82 | [IF](https://github.com/deep-floyd/IF) | 6965 | 451 | Python | 76 | None | 2023-06-19T15:30:06Z |
| 83 | [dream-textures](https://github.com/carson-katri/dream-textures) | 6950 | 371 | Python | 20 | Stable Diffusion built-in to Blender | 2023-08-06T04:08:17Z |
| 84 | [buzz](https://github.com/chidiwilliams/buzz) | 6948 | 508 | Python | 52 | Buzz transcribes and translates audio offline on your personal computer. Powered by OpenAI's Whisper. | 2023-08-05T01:21:51Z |
| 85 | [BayesianOptimization](https://github.com/bayesian-optimization/BayesianOptimization) | 6940 | 1462 | Python | 12 | A Python implementation of global optimization with gaussian processes. | 2023-08-10T12:17:31Z |
| 86 | [PyTorch_Tutorial](https://github.com/TingsongYu/PyTorch_Tutorial) | 6730 | 1664 | Python | 20 | 《Pytorch模型训练实用教程》中配套代码 | 2023-03-24T22:38:51Z |
| 87 | [multi-v2ray](https://github.com/Jrohy/multi-v2ray) | 6663 | 2481 | Python | 99 | v2ray/xray多用户管理部署程序 | 2023-07-14T08:32:19Z |
| 88 | [deeplake](https://github.com/activeloopai/deeplake) | 6635 | 509 | Python | 46 | Database for AI. Store Vectors, Images, Texts, Videos, etc. Use with LLMs/LangChain. Store, query, version, & visualize any AI data. Stream data in real-time to PyTorch/TensorFlow. https://activeloop.ai | 2023-08-11T00:11:58Z |
| 89 | [tianshou](https://github.com/thu-ml/tianshou) | 6561 | 1004 | Python | 64 | An elegant PyTorch deep reinforcement learning library. | 2023-08-10T23:06:10Z |
| 90 | [demucs](https://github.com/facebookresearch/demucs) | 6476 | 792 | Python | 216 | Code for the paper Hybrid Spectrogram and Waveform Source Separation | 2023-08-04T15:22:54Z |
| 91 | [diff-match-patch](https://github.com/google/diff-match-patch) | 6462 | 1046 | Python | 65 | Diff Match Patch is a high-performance library in multiple languages that manipulates plain text. | 2023-06-02T14:07:25Z |
| 92 | [face-alignment](https://github.com/1adrianb/face-alignment) | 6428 | 1297 | Python | 67 | :fire: 2D and 3D Face alignment library build using pytorch  | 2023-08-08T03:26:21Z |
| 93 | [ngxtop](https://github.com/lebinh/ngxtop) | 6403 | 481 | Python | 45 | Real-time metrics for nginx server | 2022-10-06T19:58:56Z |
| 94 | [aws-sam-cli](https://github.com/aws/aws-sam-cli) | 6359 | 1157 | Python | 359 | CLI tool to build, test, debug, and deploy Serverless applications using AWS SAM | 2023-08-11T00:56:13Z |
| 95 | [python-dotenv](https://github.com/theskumar/python-dotenv) | 6267 | 377 | Python | 27 | Reads key-value pairs from a .env file and can set them as environment variables. It helps in developing applications following the 12-factor principles. | 2023-07-07T17:27:15Z |
| 96 | [tiktoken](https://github.com/openai/tiktoken) | 6218 | 414 | Python | 18 | tiktoken is a fast BPE tokeniser for use with OpenAI's models. | 2023-08-07T23:17:39Z |
| 97 | [flash-attention](https://github.com/Dao-AILab/flash-attention) | 6149 | 494 | Python | 197 | Fast and memory-efficient exact attention | 2023-08-11T02:56:29Z |
| 98 | [gevent](https://github.com/gevent/gevent) | 6024 | 947 | Python | 102 | Coroutine-based concurrency library for Python | 2023-08-04T21:14:52Z |
| 99 | [WeasyPrint](https://github.com/Kozea/WeasyPrint) | 5996 | 613 | Python | 179 | The awesome document factory | 2023-08-10T09:42:50Z |
| 100 | [docker-android](https://github.com/budtmo/docker-android) | 5985 | 974 | Python | 81 | Android in docker solution with noVNC supported and video recording | 2023-08-08T09:26:04Z |