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) | 144770 | 16790 | Python | 54 | A collective list of free APIs | 2021-07-29T12:42:39Z |
| 2 | [Python-100-Days](https://github.com/jackfrued/Python-100-Days) | 106494 | 42181 | Python | 575 | Python - 100天从新手到大师 | 2021-07-21T07:09:40Z |
| 3 | [awesome-python](https://github.com/vinta/awesome-python) | 101269 | 19590 | Python | 179 | A curated list of awesome Python frameworks, libraries, software and resources | 2021-07-25T12:54:29Z |
| 4 | [youtube-dl](https://github.com/ytdl-org/youtube-dl) | 98153 | 5575 | Python | 4454 | Command-line program to download videos from YouTube.com and other video sites | 2021-07-29T15:44:16Z |
| 5 | [models](https://github.com/tensorflow/models) | 70779 | 44590 | Python | 1209 | Models and examples built with TensorFlow | 2021-07-30T02:12:33Z |
| 6 | [django](https://github.com/django/django) | 58780 | 25120 | Python | 176 | The Web framework for perfectionists with deadlines. | 2021-07-30T01:32:20Z |
| 7 | [flask](https://github.com/pallets/flask) | 56168 | 14480 | Python | 35 | The Python micro framework for building web applications. | 2021-07-25T18:50:09Z |
| 8 | [keras](https://github.com/keras-team/keras) | 52012 | 18762 | Python | 450 | Deep Learning for humans | 2021-07-30T01:36:39Z |
| 9 | [httpie](https://github.com/httpie/httpie) | 51512 | 3347 | Python | 152 | As easy as /aitch-tee-tee-pie/ 🥧 Modern, user-friendly command-line HTTP client for the API era. JSON support, colors, sessions, downloads, plugins & more. https://twitter.com/httpie | 2021-07-29T15:56:14Z |
| 10 | [awesome-machine-learning](https://github.com/josephmisiti/awesome-machine-learning) | 50862 | 12597 | Python | 2 | A curated list of awesome Machine Learning frameworks, libraries and software. | 2021-07-29T13:23:14Z |
| 11 | [ansible](https://github.com/ansible/ansible) | 49211 | 20880 | Python | 1613 | 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. | 2021-07-30T01:10:32Z |
| 12 | [requests](https://github.com/psf/requests) | 45734 | 8384 | Python | 329 | A simple, yet elegant HTTP library. | 2021-07-29T22:56:48Z |
| 13 | [HelloGitHub](https://github.com/521xueweihan/HelloGitHub) | 45132 | 6598 | Python | 11 | :octocat: 分享 GitHub 上有趣、入门级的开源项目 | 2021-07-28T00:56:28Z |
| 14 | [scrapy](https://github.com/scrapy/scrapy) | 41201 | 9278 | Python | 804 | Scrapy, a fast high-level web crawling & scraping framework for Python. | 2021-07-29T20:12:44Z |
| 15 | [big-list-of-naughty-strings](https://github.com/minimaxir/big-list-of-naughty-strings) | 40971 | 1920 | Python | 80 | The Big List of Naughty Strings is a list of strings which have a high probability of causing issues when used as user-input data. | 2021-07-14T03:07:03Z |
| 16 | [face_recognition](https://github.com/ageitgey/face_recognition) | 40887 | 11424 | Python | 628 | The world's simplest facial recognition api for Python and the command line | 2021-07-15T15:29:14Z |
| 17 | [superset](https://github.com/apache/superset) | 39679 | 7667 | Python | 1005 | Apache Superset is a Data Visualization and Data Exploration Platform | 2021-07-30T01:52:15Z |
| 18 | [cpython](https://github.com/python/cpython) | 39268 | 19572 | Python | 1409 | The Python programming language | 2021-07-30T01:05:57Z |
| 19 | [manim](https://github.com/3b1b/manim) | 35506 | 4150 | Python | 309 | Animation engine for explanatory math videos | 2021-07-28T15:25:58Z |
| 20 | [fastapi](https://github.com/tiangolo/fastapi) | 34174 | 2416 | Python | 1001 | FastAPI framework, high performance, easy to learn, fast to code, ready for production | 2021-07-30T01:20:25Z |
| 21 | [shadowsocks](https://github.com/shadowsocks/shadowsocks) | 33025 | 19544 | Python | 447 | None | 2021-02-28T20:39:55Z |
| 22 | [interview_internal_reference](https://github.com/0voice/interview_internal_reference) | 31869 | 8664 | Python | 27 | 2021年最新总结，阿里，腾讯，百度，美团，头条等技术面试题目，以及答案，专家出题人分析汇总。 | 2021-06-29T06:32:24Z |
| 23 | [localstack](https://github.com/localstack/localstack) | 31508 | 2542 | Python | 329 | 💻  A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline! | 2021-07-29T22:24:11Z |
| 24 | [XX-Net](https://github.com/XX-net/XX-Net) | 30777 | 7824 | Python | 7709 | A proxy tool to bypass GFW. | 2021-07-22T03:24:52Z |
| 25 | [AiLearning](https://github.com/apachecn/AiLearning) | 30588 | 10228 | Python | 32 | AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP | 2021-05-09T09:19:29Z |
| 26 | [pandas](https://github.com/pandas-dev/pandas) | 30513 | 12774 | Python | 3625 | Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more | 2021-07-30T00:48:30Z |
| 27 | [Deep-Learning-Papers-Reading-Roadmap](https://github.com/floodsung/Deep-Learning-Papers-Reading-Roadmap) | 30202 | 6578 | Python | 84 | Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech! | 2021-07-27T08:05:41Z |
| 28 | [bert](https://github.com/google-research/bert) | 28672 | 8118 | Python | 807 | TensorFlow code and pre-trained models for BERT | 2021-06-02T01:31:23Z |
| 29 | [sentry](https://github.com/getsentry/sentry) | 28626 | 3180 | Python | 366 | Sentry is cross-platform application monitoring, with a focus on error reporting. | 2021-07-30T01:42:05Z |
| 30 | [Real-Time-Voice-Cloning](https://github.com/CorentinJ/Real-Time-Voice-Cloning) | 28278 | 5131 | Python | 32 | Clone a voice in 5 seconds to generate arbitrary speech in real-time | 2021-06-25T05:43:53Z |
| 31 | [certbot](https://github.com/certbot/certbot) | 28149 | 3093 | Python | 567 | 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. | 2021-07-29T21:52:39Z |
| 32 | [PayloadsAllTheThings](https://github.com/swisskyrepo/PayloadsAllTheThings) | 28030 | 7852 | Python | 15 | A list of useful payloads and bypass for Web Application Security and Pentest/CTF | 2021-07-28T14:54:47Z |
| 33 | [rich](https://github.com/willmcgugan/rich) | 27664 | 845 | Python | 4 | Rich is a Python library for rich text and beautiful formatting in the terminal. | 2021-07-28T19:00:22Z |
| 34 | [DeepFaceLab](https://github.com/iperov/DeepFaceLab) | 27562 | 6168 | Python | 316 | DeepFaceLab is the leading software for creating deepfakes. | 2021-07-29T19:14:35Z |
| 35 | [wtfpython](https://github.com/satwikkansal/wtfpython) | 26962 | 2249 | Python | 53 | What the f*ck Python? 😱 | 2021-05-11T18:49:21Z |
| 36 | [jieba](https://github.com/fxsjy/jieba) | 26720 | 6298 | Python | 617 | 结巴中文分词 | 2021-07-25T14:17:48Z |
| 37 | [cheat.sh](https://github.com/chubin/cheat.sh) | 26518 | 1322 | Python | 86 | the only cheat sheet you need | 2021-06-17T19:28:23Z |
| 38 | [sherlock](https://github.com/sherlock-project/sherlock) | 26167 | 2745 | Python | 116 | 🔎 Hunt down social media accounts by username across social networks | 2021-07-28T17:07:43Z |
| 39 | [d2l-zh](https://github.com/d2l-ai/d2l-zh) | 24966 | 6072 | Python | 12 | 《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被全球200所大学采用教学。 | 2021-07-30T00:56:49Z |
| 40 | [gym](https://github.com/openai/gym) | 24791 | 7108 | Python | 257 | A toolkit for developing and comparing reinforcement learning algorithms. | 2021-07-30T01:20:24Z |
| 41 | [python-cheatsheet](https://github.com/gto76/python-cheatsheet) | 24784 | 4511 | Python | 25 | Comprehensive Python Cheatsheet | 2021-07-28T22:59:04Z |
| 42 | [HanLP](https://github.com/hankcs/HanLP) | 23346 | 6200 | Python | 6 | 中文分词 词性标注 命名实体识别 依存句法分析 语义依存分析 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 | 2021-07-29T15:21:10Z |
| 43 | [interactive-coding-challenges](https://github.com/donnemartin/interactive-coding-challenges) | 23247 | 3749 | Python | 65 | 120+ interactive Python coding interview challenges (algorithms and data structures).  Includes Anki flashcards. | 2021-04-11T09:48:23Z |
| 44 | [YouCompleteMe](https://github.com/ycm-core/YouCompleteMe) | 23099 | 2678 | Python | 38 | A code-completion engine for Vim | 2021-07-28T09:19:57Z |
| 45 | [mitmproxy](https://github.com/mitmproxy/mitmproxy) | 23082 | 2936 | Python | 258 | An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers. | 2021-07-29T12:57:41Z |
| 46 | [linux-insides](https://github.com/0xAX/linux-insides) | 23074 | 2670 | Python | 45 | A little bit about a linux kernel | 2021-07-15T07:15:41Z |
| 47 | [compose](https://github.com/docker/compose) | 23050 | 3860 | Python | 523 | Define and run multi-container applications with Docker | 2021-07-19T21:00:58Z |
| 48 | [airflow](https://github.com/apache/airflow) | 22577 | 8920 | Python | 1003 | Apache Airflow - A platform to programmatically author, schedule, and monitor workflows | 2021-07-30T02:44:44Z |
| 49 | [pipenv](https://github.com/pypa/pipenv) | 22124 | 1645 | Python | 559 |  Python Development Workflow for Humans. | 2021-07-29T09:50:22Z |
| 50 | [black](https://github.com/psf/black) | 21823 | 1401 | Python | 306 | The uncompromising Python code formatter | 2021-07-28T14:29:11Z |
| 51 | [ItChat](https://github.com/littlecodersh/ItChat) | 21601 | 5096 | Python | 235 | 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。 | 2021-03-31T05:56:33Z |
| 52 | [pytorch-tutorial](https://github.com/yunjey/pytorch-tutorial) | 21371 | 6633 | Python | 80 | PyTorch Tutorial for Deep Learning Researchers | 2021-06-10T13:49:59Z |
| 53 | [sqlmap](https://github.com/sqlmapproject/sqlmap) | 20660 | 4404 | Python | 47 | Automatic SQL injection and database takeover tool | 2021-07-27T22:34:19Z |
| 54 | [ML-From-Scratch](https://github.com/eriklindernoren/ML-From-Scratch) | 20083 | 3893 | Python | 42 | 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. | 2021-06-28T14:08:14Z |
| 55 | [python-fire](https://github.com/google/python-fire) | 19856 | 1175 | Python | 112 | Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object. | 2021-07-07T20:21:19Z |
| 56 | [Depix](https://github.com/beurtschipper/Depix) | 19555 | 2271 | Python | 5 | Recovers passwords from pixelized screenshots | 2021-03-27T16:03:45Z |
| 57 | [algorithms](https://github.com/keon/algorithms) | 19483 | 4002 | Python | 159 | Minimal examples of data structures and algorithms in Python | 2021-07-17T16:12:00Z |
| 58 | [redash](https://github.com/getredash/redash) | 19212 | 3336 | Python | 635 | Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data. | 2021-07-27T20:28:09Z |
| 59 | [tqdm](https://github.com/tqdm/tqdm) | 18940 | 978 | Python | 295 | A Fast, Extensible Progress Bar for Python and CLI | 2021-07-29T17:29:09Z |
| 60 | [glances](https://github.com/nicolargo/glances) | 18858 | 1217 | Python | 202 | Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems. | 2021-07-28T09:25:07Z |
| 61 | [NLP-progress](https://github.com/sebastianruder/NLP-progress) | 18830 | 3203 | Python | 27 | Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks. | 2021-07-07T18:55:37Z |
| 62 | [hosts](https://github.com/StevenBlack/hosts) | 18396 | 1636 | Python | 31 | 🔒 Consolidating and extending hosts files from several well-curated sources. Optionally pick extensions for porn, social media, and other categories. | 2021-07-29T17:52:02Z |
| 63 | [macOS-Security-and-Privacy-Guide](https://github.com/drduh/macOS-Security-and-Privacy-Guide) | 18241 | 1312 | Python | 13 | Guide to securing and improving privacy on macOS | 2021-07-27T19:07:25Z |
| 64 | [numpy](https://github.com/numpy/numpy) | 17774 | 5701 | Python | 2336 | The fundamental package for scientific computing with Python. | 2021-07-30T00:59:15Z |
| 65 | [CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries) | 17748 | 2480 | Python | 33 | The OWASP Cheat Sheet Series was created to provide a concise collection of high value information on specific application security topics. | 2021-07-29T10:00:36Z |
| 66 | [detectron2](https://github.com/facebookresearch/detectron2) | 17419 | 4575 | Python | 110 | Detectron2 is FAIR's next-generation platform for object detection, segmentation and other visual recognition tasks. | 2021-07-29T18:54:19Z |
| 67 | [spleeter](https://github.com/deezer/spleeter) | 17064 | 1797 | Python | 96 | Deezer source separation library including pretrained models. | 2021-06-29T20:46:58Z |
| 68 | [bitcoinbook](https://github.com/bitcoinbook/bitcoinbook) | 16904 | 4570 | Python | 48 | Mastering Bitcoin 2nd Edition - Programming the Open Blockchain | 2021-07-27T18:37:48Z |
| 69 | [magenta](https://github.com/magenta/magenta) | 16827 | 3483 | Python | 316 | Magenta: Music and Art Generation with Machine Intelligence | 2021-06-30T21:44:22Z |
| 70 | [ray](https://github.com/ray-project/ray) | 16760 | 2810 | Python | 1743 | An open source framework that provides a simple, universal API for building distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library. | 2021-07-30T02:51:19Z |
| 71 | [locust](https://github.com/locustio/locust) | 16715 | 2195 | Python | 39 | Scalable user load testing tool written in Python | 2021-07-29T15:17:42Z |
| 72 | [examples](https://github.com/pytorch/examples) | 16614 | 7724 | Python | 317 | A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc. | 2021-07-28T21:43:31Z |
| 73 | [Awesome-Linux-Software](https://github.com/luong-komorebi/Awesome-Linux-Software) | 16241 | 1656 | Python | 22 | A list of awesome applications, software, tools and other materials for Linux distros.  | 2021-06-26T14:16:09Z |
| 74 | [Paddle](https://github.com/PaddlePaddle/Paddle) | 16123 | 3911 | Python | 2729 | PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice （『飞桨』核心框架，深度学习&机器学习高性能单机、分布式训练和跨平台部署） | 2021-07-30T02:50:03Z |
| 75 | [python-telegram-bot](https://github.com/python-telegram-bot/python-telegram-bot) | 15940 | 3367 | Python | 35 | We have made you a wrapper you can't refuse | 2021-07-27T12:02:08Z |
| 76 | [mmdetection](https://github.com/open-mmlab/mmdetection) | 15834 | 5558 | Python | 353 | OpenMMLab Detection Toolbox and Benchmark | 2021-07-30T02:55:21Z |
| 77 | [poetry](https://github.com/python-poetry/poetry) | 15806 | 1279 | Python | 1173 | Python dependency management and packaging made easy. | 2021-07-29T15:34:42Z |
| 78 | [professional-programming](https://github.com/charlax/professional-programming) | 15721 | 1417 | Python | 0 | A collection of full-stack resources for programmers. | 2021-07-23T13:57:29Z |
| 79 | [toml](https://github.com/toml-lang/toml) | 15618 | 760 | Python | 46 | Tom's Obvious, Minimal Language | 2021-07-23T11:39:33Z |
| 80 | [pytorch-CycleGAN-and-pix2pix](https://github.com/junyanz/pytorch-CycleGAN-and-pix2pix) | 15511 | 4663 | Python | 375 | Image-to-Image Translation in PyTorch | 2021-07-14T19:51:51Z |
| 81 | [bokeh](https://github.com/bokeh/bokeh) | 15330 | 3751 | Python | 712 | Interactive Data Visualization in the browser, from  Python | 2021-07-29T16:06:49Z |
| 82 | [sanic](https://github.com/sanic-org/sanic) | 15167 | 1373 | Python | 48 | Async Python 3.7+ web server/framework \| Build fast. Run fast. | 2021-07-28T09:12:40Z |
| 83 | [nginx-proxy](https://github.com/nginx-proxy/nginx-proxy) | 15049 | 2656 | Python | 580 | Automated nginx proxy for Docker containers using docker-gen | 2021-07-23T15:55:08Z |
| 84 | [wttr.in](https://github.com/chubin/wttr.in) | 15019 | 721 | Python | 153 | :partly_sunny: The right way to check the weather | 2021-06-23T20:05:56Z |
| 85 | [cookiecutter](https://github.com/cookiecutter/cookiecutter) | 15013 | 1483 | Python | 204 | A command-line utility that creates projects from cookiecutters (project templates), e.g. Python package projects, VueJS projects. | 2021-07-08T15:28:49Z |
| 86 | [labelImg](https://github.com/tzutalin/labelImg) | 14905 | 4724 | Python | 298 | 🖍️ LabelImg is a graphical image annotation tool and label object bounding boxes in images | 2021-07-28T17:30:24Z |
| 87 | [ipython](https://github.com/ipython/ipython) | 14897 | 4188 | Python | 1505 | Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc. | 2021-07-29T00:19:51Z |
| 88 | [dash](https://github.com/plotly/dash) | 14885 | 1525 | Python | 458 | Analytical Web Apps for Python, R, Julia, and Jupyter. No JavaScript Required. | 2021-07-29T18:15:36Z |
| 89 | [pytorch-lightning](https://github.com/PyTorchLightning/pytorch-lightning) | 14687 | 1759 | Python | 311 | The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate. | 2021-07-30T00:41:13Z |
| 90 | [PySnooper](https://github.com/cool-RR/PySnooper) | 14533 | 901 | Python | 19 | Never use print for debugging again | 2021-07-26T10:05:45Z |
| 91 | [chinese-programmer-wrong-pronunciation](https://github.com/shimohq/chinese-programmer-wrong-pronunciation) | 14354 | 1185 | Python | 87 | 中国程序员容易发音错误的单词 | 2021-07-29T03:27:16Z |
| 92 | [yolov5](https://github.com/ultralytics/yolov5) | 14325 | 4950 | Python | 268 | YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite | 2021-07-29T23:35:40Z |
| 93 | [zipline](https://github.com/quantopian/zipline) | 14234 | 4107 | Python | 343 | Zipline, a Pythonic Algorithmic Trading Library | 2021-04-18T22:05:29Z |
| 94 | [zulip](https://github.com/zulip/zulip) | 14003 | 4601 | Python | 2123 | Zulip server and web app—powerful open source team chat | 2021-07-30T00:32:00Z |
| 95 | [matplotlib](https://github.com/matplotlib/matplotlib) | 13960 | 5942 | Python | 1669 | matplotlib: plotting with Python | 2021-07-30T02:57:29Z |
| 96 | [wechat_jump_game](https://github.com/wangshub/wechat_jump_game) | 13893 | 4504 | Python | 33 | 微信《跳一跳》Python 辅助 | 2021-06-08T19:26:33Z |
| 97 | [avatarify-python](https://github.com/alievk/avatarify-python) | 13766 | 2008 | Python | 105 | Avatars for Zoom, Skype and other video-conferencing apps. | 2021-04-15T06:11:39Z |
| 98 | [saleor](https://github.com/mirumee/saleor) | 13637 | 3890 | Python | 209 | A modular, high performance, headless e-commerce platform built with Python, GraphQL, Django, and React. | 2021-07-29T13:17:22Z |
| 99 | [awesome-python-login-model](https://github.com/Kr1s77/awesome-python-login-model) | 13589 | 2994 | Python | 55 | 😮python模拟登陆一些大型网站，还有一些简单的爬虫，希望对你们有所帮助❤️，如果喜欢记得给个star哦🌟 | 2021-07-24T03:29:27Z |
| 100 | [jax](https://github.com/google/jax) | 13573 | 1252 | Python | 804 | Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more | 2021-07-29T23:26:27Z |