[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) | 196415 | 22648 | Python | 1 | A collective list of free APIs | 2022-06-15T18:36:44Z |
| 2 | [awesome-python](https://github.com/vinta/awesome-python) | 130326 | 21294 | Python | 9 | A curated list of awesome Python frameworks, libraries, software and resources | 2022-05-18T06:47:26Z |
| 3 | [Python-100-Days](https://github.com/jackfrued/Python-100-Days) | 119837 | 45790 | Python | 466 | Python - 100天从新手到大师 | 2022-06-14T14:02:27Z |
| 4 | [youtube-dl](https://github.com/ytdl-org/youtube-dl) | 110822 | 7839 | Python | 3831 | Command-line program to download videos from YouTube.com and other video sites | 2022-06-16T11:14:09Z |
| 5 | [models](https://github.com/tensorflow/models) | 73835 | 45905 | Python | 1162 | Models and examples built with TensorFlow | 2022-06-15T18:21:53Z |
| 6 | [django](https://github.com/django/django) | 64612 | 27267 | Python | 0 | The Web framework for perfectionists with deadlines. | 2022-06-16T10:17:21Z |
| 7 | [flask](https://github.com/pallets/flask) | 59269 | 15116 | Python | 3 | The Python micro framework for building web applications. | 2022-06-16T07:49:30Z |
| 8 | [HelloGitHub](https://github.com/521xueweihan/HelloGitHub) | 56312 | 7910 | Python | 32 | :octocat: 分享 GitHub 上有趣、入门级的开源项目。Share interesting, entry-level open source projects on GitHub. | 2022-06-11T00:52:01Z |
| 9 | [keras](https://github.com/keras-team/keras) | 55444 | 19115 | Python | 257 | Deep Learning for humans | 2022-06-16T07:08:00Z |
| 10 | [awesome-machine-learning](https://github.com/josephmisiti/awesome-machine-learning) | 54588 | 13374 | Python | 0 | A curated list of awesome Machine Learning frameworks, libraries and software. | 2022-06-07T18:19:33Z |
| 11 | [ansible](https://github.com/ansible/ansible) | 53476 | 22015 | Python | 750 | Ansible is a radically simple IT automation platform that makes your applications and systems easier to deploy and maintain. Automate everything from code deployment to network configuration to cloud management, in a language that approaches plain English, using SSH, with no agents to install on remote systems. https://docs.ansible.com. | 2022-06-16T09:13:47Z |
| 12 | [core](https://github.com/home-assistant/core) | 53411 | 18513 | Python | 1296 | :house_with_garden: Open source home automation that puts local control and privacy first. | 2022-06-16T11:53:47Z |
| 13 | [scikit-learn](https://github.com/scikit-learn/scikit-learn) | 50436 | 23108 | Python | 1567 | scikit-learn: machine learning in Python | 2022-06-16T11:52:06Z |
| 14 | [requests](https://github.com/psf/requests) | 47633 | 8771 | Python | 175 | A simple, yet elegant, HTTP library. | 2022-06-14T15:30:57Z |
| 15 | [fastapi](https://github.com/tiangolo/fastapi) | 46253 | 3599 | Python | 1057 | FastAPI framework, high performance, easy to learn, fast to code, ready for production | 2022-06-16T02:22:50Z |
| 16 | [cpython](https://github.com/python/cpython) | 45607 | 23710 | Python | 6870 | The Python programming language | 2022-06-16T12:03:09Z |
| 17 | [manim](https://github.com/3b1b/manim) | 45195 | 4911 | Python | 331 | Animation engine for explanatory math videos | 2022-05-30T02:26:25Z |
| 18 | [face_recognition](https://github.com/ageitgey/face_recognition) | 44893 | 12319 | Python | 655 | The world's simplest facial recognition api for Python and the command line | 2022-06-10T09:12:19Z |
| 19 | [you-get](https://github.com/soimort/you-get) | 44214 | 8926 | Python | 0 | :arrow_double_down: Dumb downloader that scrapes the web | 2022-06-11T16:04:57Z |
| 20 | [scrapy](https://github.com/scrapy/scrapy) | 43748 | 9649 | Python | 502 | Scrapy, a fast high-level web crawling & scraping framework for Python. | 2022-06-16T11:02:52Z |
| 21 | [ailearning](https://github.com/apachecn/ailearning) | 33464 | 10868 | Python | 2 | AiLearning：数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2 | 2022-04-24T01:59:53Z |
| 22 | [shadowsocks](https://github.com/shadowsocks/shadowsocks) | 33196 | 19320 | Python | 0 | None | 2022-05-04T07:08:07Z |
| 23 | [d2l-zh](https://github.com/d2l-ai/d2l-zh) | 33058 | 7721 | Python | 0 | 《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被55个国家的300所大学用于教学。 | 2022-06-16T08:31:52Z |
| 24 | [Deep-Learning-Papers-Reading-Roadmap](https://github.com/floodsung/Deep-Learning-Papers-Reading-Roadmap) | 32612 | 6944 | Python | 44 | Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech! | 2022-02-07T08:21:30Z |
| 25 | [XX-Net](https://github.com/XX-net/XX-Net) | 31247 | 7798 | Python | 7808 | A proxy tool to bypass GFW. | 2022-06-15T09:49:21Z |
| 26 | [cheat.sh](https://github.com/chubin/cheat.sh) | 29424 | 1482 | Python | 88 | the only cheat sheet you need | 2022-05-29T10:34:54Z |
| 27 | [python-cheatsheet](https://github.com/gto76/python-cheatsheet) | 29355 | 5359 | Python | 7 | Comprehensive Python Cheatsheet | 2022-06-15T00:53:41Z |
| 28 | [certbot](https://github.com/certbot/certbot) | 29002 | 3227 | Python | 534 | Certbot is EFF's tool to obtain certs from Let's Encrypt and (optionally) auto-enable HTTPS on your server.  It can also act as a client for any other CA that uses the ACME protocol. | 2022-06-14T22:09:17Z |
| 29 | [jieba](https://github.com/fxsjy/jieba) | 28756 | 6568 | Python | 591 | 结巴中文分词 | 2022-04-07T12:41:40Z |
| 30 | [black](https://github.com/psf/black) | 28009 | 1776 | Python | 322 | The uncompromising Python code formatter | 2022-06-14T16:08:36Z |
| 31 | [yolov5](https://github.com/ultralytics/yolov5) | 27492 | 9822 | Python | 283 | YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite | 2022-06-15T15:15:45Z |
| 32 | [yt-dlp](https://github.com/yt-dlp/yt-dlp) | 26913 | 2099 | Python | 566 | A youtube-dl fork with additional features and fixes | 2022-06-16T08:57:08Z |
| 33 | [linux-insides](https://github.com/0xAX/linux-insides) | 26477 | 2996 | Python | 41 | A little bit about a linux kernel | 2022-06-15T07:42:03Z |
| 34 | [HanLP](https://github.com/hankcs/HanLP) | 26158 | 7095 | Python | 4 | 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 | 2022-06-16T05:26:40Z |
| 35 | [Python](https://github.com/geekcomputers/Python) | 25577 | 10934 | Python | 161 | My Python Examples | 2022-06-16T11:20:39Z |
| 36 | [Detectron](https://github.com/facebookresearch/Detectron) | 25196 | 5457 | Python | 301 | FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet. | 2021-08-30T20:51:37Z |
| 37 | [YouCompleteMe](https://github.com/ycm-core/YouCompleteMe) | 24014 | 2771 | Python | 7 | A code-completion engine for Vim | 2022-06-16T09:02:38Z |
| 38 | [sqlmap](https://github.com/sqlmapproject/sqlmap) | 23758 | 4878 | Python | 47 | Automatic SQL injection and database takeover tool | 2022-06-16T09:22:48Z |
| 39 | [data-science-ipython-notebooks](https://github.com/donnemartin/data-science-ipython-notebooks) | 23197 | 7178 | Python | 10 | Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines. | 2022-04-03T07:14:56Z |
| 40 | [pipenv](https://github.com/pypa/pipenv) | 23036 | 1747 | Python | 424 |  Python Development Workflow for Humans. | 2022-06-16T00:48:17Z |
| 41 | [pytorch-image-models](https://github.com/rwightman/pytorch-image-models) | 19065 | 3155 | Python | 57 | PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more | 2022-06-13T05:39:41Z |
| 42 | [jumpserver](https://github.com/jumpserver/jumpserver) | 18647 | 4631 | Python | 174 | JumpServer 是全球首款开源的堡垒机，是符合 4A 的专业运维安全审计系统。 | 2022-06-16T10:53:27Z |
| 43 | [jax](https://github.com/google/jax) | 17961 | 1678 | Python | 923 | Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more | 2022-06-16T11:15:20Z |
| 44 | [fairseq](https://github.com/facebookresearch/fairseq) | 17236 | 4548 | Python | 560 | Facebook AI Research Sequence-to-Sequence Toolkit written in Python. | 2022-06-16T04:49:58Z |
| 45 | [professional-programming](https://github.com/charlax/professional-programming) | 16314 | 1491 | Python | 0 | A collection of full-stack resources for programmers. | 2022-06-04T18:12:57Z |
| 46 | [saleor](https://github.com/saleor/saleor) | 16273 | 4566 | Python | 216 | A modular, high performance, headless e-commerce platform built with Python, GraphQL, Django, and React. | 2022-06-15T15:37:49Z |
| 47 | [sanic](https://github.com/sanic-org/sanic) | 16175 | 1447 | Python | 47 | Next generation Python web server/framework \| Build fast. Run fast. | 2022-06-16T09:36:36Z |
| 48 | [reddit](https://github.com/reddit-archive/reddit) | 16102 | 2894 | Python | 0 | historical code from reddit.com | 2017-10-17T19:57:07Z |
| 49 | [luigi](https://github.com/spotify/luigi) | 15766 | 2342 | Python | 67 | Luigi is a Python module that helps you build complex pipelines of batch jobs. It handles dependency resolution, workflow management, visualization etc. It also comes with Hadoop support built in.  | 2022-06-13T17:00:49Z |
| 50 | [PythonRobotics](https://github.com/AtsushiSakai/PythonRobotics) | 15507 | 5030 | Python | 10 | Python sample codes for robotics algorithms. | 2022-06-06T22:36:38Z |
| 51 | [pyspider](https://github.com/binux/pyspider) | 15455 | 3648 | Python | 270 | A Powerful Spider(Web Crawler) System in Python. | 2022-06-07T09:58:09Z |
| 52 | [proxy_pool](https://github.com/jhao104/proxy_pool) | 15438 | 4148 | Python | 279 | Python爬虫代理IP池(proxy pool) | 2022-05-11T08:22:50Z |
| 53 | [gpt-2](https://github.com/openai/gpt-2) | 15435 | 3943 | Python | 104 | Code for the paper "Language Models are Unsupervised Multitask Learners" | 2021-12-13T18:55:51Z |
| 54 | [ipython](https://github.com/ipython/ipython) | 15387 | 4355 | Python | 1473 | Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc. | 2022-06-13T13:30:33Z |
| 55 | [zipline](https://github.com/quantopian/zipline) | 15199 | 4413 | Python | 320 | Zipline, a Pythonic Algorithmic Trading Library | 2022-01-20T12:10:43Z |
| 56 | [PySnooper](https://github.com/cool-RR/PySnooper) | 15054 | 915 | Python | 19 | Never use print for debugging again | 2022-04-02T15:08:04Z |
| 57 | [kitty](https://github.com/kovidgoyal/kitty) | 14963 | 714 | Python | 14 | Cross-platform, fast, feature-rich, GPU based terminal | 2022-06-16T11:51:50Z |
| 58 | [python-spider](https://github.com/Jack-Cherish/python-spider) | 14965 | 5561 | Python | 7 | :rainbow:Python3网络爬虫实战：淘宝、京东、网易云、B站、12306、抖音、笔趣阁、漫画小说下载、音乐电影下载等 | 2022-05-24T10:23:20Z |
| 59 | [avatarify-python](https://github.com/alievk/avatarify-python) | 14909 | 2264 | Python | 114 | Avatars for Zoom, Skype and other video-conferencing apps. | 2021-10-12T23:05:56Z |
| 60 | [ungoogled-chromium](https://github.com/ungoogled-software/ungoogled-chromium) | 14729 | 679 | Python | 92 | Google Chromium, sans integration with Google | 2022-06-11T13:40:13Z |
| 61 | [fabric](https://github.com/fabric/fabric) | 13463 | 1887 | Python | 395 | Simple, Pythonic remote execution and deployment. | 2022-05-17T04:34:06Z |
| 62 | [Shadowrocket-ADBlock-Rules](https://github.com/h2y/Shadowrocket-ADBlock-Rules) | 13371 | 2224 | Python | 69 | 提供多款 Shadowrocket 规则，带广告过滤功能。用于 iOS 未越狱设备选择性地自动翻墙。 | 2021-04-12T16:11:40Z |
| 63 | [twint](https://github.com/twintproject/twint) | 13299 | 2249 | Python | 520 | An advanced Twitter scraping & OSINT tool written in Python that doesn't use Twitter's API, allowing you to scrape a user's followers, following, Tweets and more while evading most API limitations. | 2022-05-19T19:33:04Z |
| 64 | [wxpy](https://github.com/youfou/wxpy) | 13270 | 2353 | Python | 295 | 微信机器人 / 可能是最优雅的微信个人号 API ✨✨ | 2019-07-14T17:59:47Z |
| 65 | [mypy](https://github.com/python/mypy) | 13243 | 2204 | Python | 2069 | Optional static typing for Python | 2022-06-16T09:51:45Z |
| 66 | [imgaug](https://github.com/aleju/imgaug) | 12712 | 2308 | Python | 269 | Image augmentation for machine learning experiments. | 2022-06-15T13:04:48Z |
| 67 | [baselines](https://github.com/openai/baselines) | 12689 | 4338 | Python | 396 | OpenAI Baselines: high-quality implementations of reinforcement learning algorithms | 2021-12-03T07:10:56Z |
| 68 | [yapf](https://github.com/google/yapf) | 12597 | 859 | Python | 345 | A formatter for Python files | 2022-04-21T19:11:05Z |
| 69 | [salt](https://github.com/saltstack/salt) | 12556 | 5303 | Python | 2272 | Software to automate the management and configuration of any infrastructure or application at scale. Get access to the Salt software package repository here:  | 2022-06-16T10:40:01Z |
| 70 | [aws-cli](https://github.com/aws/aws-cli) | 12519 | 3267 | Python | 445 | Universal Command Line Interface for Amazon Web Services | 2022-06-16T01:47:45Z |
| 71 | [aiohttp](https://github.com/aio-libs/aiohttp) | 12515 | 1771 | Python | 345 | Asynchronous HTTP client/server framework for asyncio and Python | 2022-06-14T18:30:38Z |
| 72 | [DeDRM_tools](https://github.com/apprenticeharper/DeDRM_tools) | 12502 | 1190 | Python | 726 | DeDRM tools for ebooks | 2021-12-27T19:04:18Z |
| 73 | [calibre](https://github.com/kovidgoyal/calibre) | 12440 | 1717 | Python | 0 | The official source code repository for the calibre ebook manager | 2022-06-16T08:14:29Z |
| 74 | [tensor2tensor](https://github.com/tensorflow/tensor2tensor) | 12366 | 3101 | Python | 565 | Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research. | 2022-05-26T10:21:13Z |
| 75 | [microservices-demo](https://github.com/GoogleCloudPlatform/microservices-demo) | 12350 | 3777 | Python | 38 | Sample cloud-native application with 10 microservices showcasing Kubernetes, Istio, gRPC and OpenCensus. | 2022-06-15T22:43:44Z |
| 76 | [wtfpython-cn](https://github.com/leisurelicht/wtfpython-cn) | 12256 | 2064 | Python | 5 | wtfpython的中文翻译/施工结束/ 能力有限，欢迎帮我改进翻译 | 2022-04-08T09:58:29Z |
| 77 | [the-gan-zoo](https://github.com/hindupuravinash/the-gan-zoo) | 12259 | 2391 | Python | 16 | A list of all named GANs! | 2022-04-29T02:21:15Z |
| 78 | [OpenBBTerminal](https://github.com/OpenBB-finance/OpenBBTerminal) | 12192 | 1319 | Python | 53 | Investment Research for Everyone, Anywhere. | 2022-06-16T05:26:16Z |
| 79 | [insightface](https://github.com/deepinsight/insightface) | 12036 | 3839 | Python | 1048 | State-of-the-art 2D and 3D Face Analysis Project | 2022-06-10T01:31:19Z |
| 80 | [Zappa](https://github.com/Miserlou/Zappa) | 11864 | 1261 | Python | 606 | Serverless Python | 2022-02-23T19:15:47Z |
| 81 | [jupyter](https://github.com/jupyter/jupyter) | 13510 | 3454 | Python | 186 | Jupyter metapackage for installation, docs and chat | 2022-06-15T15:51:01Z |
| 82 | [fabric](https://github.com/fabric/fabric) | 13463 | 1887 | Python | 395 | Simple, Pythonic remote execution and deployment. | 2022-05-17T04:34:06Z |
| 83 | [Shadowrocket-ADBlock-Rules](https://github.com/h2y/Shadowrocket-ADBlock-Rules) | 13371 | 2224 | Python | 69 | 提供多款 Shadowrocket 规则，带广告过滤功能。用于 iOS 未越狱设备选择性地自动翻墙。 | 2021-04-12T16:11:40Z |
| 84 | [powerline](https://github.com/powerline/powerline) | 13319 | 994 | Python | 183 | Powerline is a statusline plugin for vim, and provides statuslines and prompts for several other applications, including zsh, bash, tmux, IPython, Awesome and Qtile. | 2022-06-06T17:00:22Z |
| 85 | [twint](https://github.com/twintproject/twint) | 13299 | 2249 | Python | 520 | An advanced Twitter scraping & OSINT tool written in Python that doesn't use Twitter's API, allowing you to scrape a user's followers, following, Tweets and more while evading most API limitations. | 2022-05-19T19:33:04Z |
| 86 | [wxpy](https://github.com/youfou/wxpy) | 13270 | 2353 | Python | 295 | 微信机器人 / 可能是最优雅的微信个人号 API ✨✨ | 2019-07-14T17:59:47Z |
| 87 | [gensim](https://github.com/RaRe-Technologies/gensim) | 13267 | 4225 | Python | 352 | Topic Modelling for Humans | 2022-06-11T18:04:24Z |
| 88 | [mypy](https://github.com/python/mypy) | 13243 | 2204 | Python | 2069 | Optional static typing for Python | 2022-06-16T09:51:45Z |
| 89 | [WSL](https://github.com/microsoft/WSL) | 13015 | 657 | Python | 1444 | Issues found on WSL | 2022-06-07T20:15:51Z |
| 90 | [click](https://github.com/pallets/click) | 12556 | 1263 | Python | 57 | Python composable command line interface toolkit | 2022-06-06T20:45:50Z |
| 91 | [facenet](https://github.com/davidsandberg/facenet) | 12542 | 4734 | Python | 488 | Face recognition using Tensorflow | 2022-05-26T20:13:19Z |
| 92 | [aws-cli](https://github.com/aws/aws-cli) | 12519 | 3267 | Python | 445 | Universal Command Line Interface for Amazon Web Services | 2022-06-16T01:47:45Z |
| 93 | [aiohttp](https://github.com/aio-libs/aiohttp) | 12515 | 1771 | Python | 345 | Asynchronous HTTP client/server framework for asyncio and Python | 2022-06-14T18:30:38Z |
| 94 | [horovod](https://github.com/horovod/horovod) | 12499 | 2072 | Python | 301 | Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet. | 2022-06-16T11:34:50Z |
| 95 | [DeDRM_tools](https://github.com/apprenticeharper/DeDRM_tools) | 12502 | 1190 | Python | 726 | DeDRM tools for ebooks | 2021-12-27T19:04:18Z |
| 96 | [calibre](https://github.com/kovidgoyal/calibre) | 12440 | 1717 | Python | 0 | The official source code repository for the calibre ebook manager | 2022-06-16T08:14:29Z |
| 97 | [microservices-demo](https://github.com/GoogleCloudPlatform/microservices-demo) | 12350 | 3777 | Python | 38 | Sample cloud-native application with 10 microservices showcasing Kubernetes, Istio, gRPC and OpenCensus. | 2022-06-15T22:43:44Z |
| 98 | [ChatterBot](https://github.com/gunthercox/ChatterBot) | 12327 | 4085 | Python | 293 | ChatterBot is a machine learning, conversational dialog engine for creating chat bots | 2022-04-08T21:32:31Z |
| 99 | [wtfpython-cn](https://github.com/leisurelicht/wtfpython-cn) | 12256 | 2064 | Python | 5 | wtfpython的中文翻译/施工结束/ 能力有限，欢迎帮我改进翻译 | 2022-04-08T09:58:29Z |
| 100 | [the-gan-zoo](https://github.com/hindupuravinash/the-gan-zoo) | 12259 | 2391 | Python | 16 | A list of all named GANs! | 2022-04-29T02:21:15Z |