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

## Top 100 Stars in Python

| Ranking | Project Name | Stars | Forks | Language | Open Issues | Description | Last Commit |
| ------- | ------------ | ----- | ----- | -------- | ----------- | ----------- | ----------- |
| 1 | [system-design-primer](https://github.com/donnemartin/system-design-primer) | 122900 | 22373 | Python | 180 | Learn how to design large-scale systems. Prep for the system design interview.  Includes Anki flashcards. | 2021-02-27T21:22:45Z |
| 2 | [public-apis](https://github.com/public-apis/public-apis) | 111996 | 13858 | Python | 260 | A collective list of free APIs for use in software and web development. | 2021-03-04T13:27:31Z |
| 3 | [Python](https://github.com/TheAlgorithms/Python) | 100576 | 28642 | Python | 48 | All Algorithms implemented in Python | 2021-03-03T01:02:57Z |
| 4 | [Python-100-Days](https://github.com/jackfrued/Python-100-Days) | 100226 | 40239 | Python | 542 | Python - 100天从新手到大师 | 2021-03-04T07:26:42Z |
| 5 | [youtube-dl](https://github.com/ytdl-org/youtube-dl) | 91037 | 4254 | Python | 3942 | Command-line program to download videos from YouTube.com and other video sites | 2021-03-04T16:57:54Z |
| 6 | [models](https://github.com/tensorflow/models) | 68918 | 43656 | Python | 1104 | Models and examples built with TensorFlow | 2021-03-04T21:03:48Z |
| 7 | [thefuck](https://github.com/nvbn/thefuck) | 59180 | 2827 | Python | 252 | Magnificent app which corrects your previous console command. | 2021-03-03T18:04:17Z |
| 8 | [flask](https://github.com/pallets/flask) | 54087 | 14147 | Python | 26 | The Python micro framework for building web applications. | 2021-03-01T15:25:16Z |
| 9 | [httpie](https://github.com/httpie/httpie) | 50058 | 3248 | Python | 140 | 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 | 2021-02-27T16:54:56Z |
| 10 | [awesome-machine-learning](https://github.com/josephmisiti/awesome-machine-learning) | 48647 | 12164 | Python | 1 | A curated list of awesome Machine Learning frameworks, libraries and software. | 2021-02-28T17:15:04Z |
| 11 | [ansible](https://github.com/ansible/ansible) | 47109 | 20328 | Python | 1878 | 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. | 2021-03-05T00:44:01Z |
| 12 | [scikit-learn](https://github.com/scikit-learn/scikit-learn) | 44758 | 21143 | Python | 2345 | scikit-learn: machine learning in Python | 2021-03-04T22:29:23Z |
| 13 | [transformers](https://github.com/huggingface/transformers) | 41800 | 10112 | Python | 723 | 🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0. | 2021-03-05T02:49:50Z |
| 14 | [scrapy](https://github.com/scrapy/scrapy) | 39953 | 9061 | Python | 790 | Scrapy, a fast high-level web crawling & scraping framework for Python. | 2021-03-04T21:56:21Z |
| 15 | [big-list-of-naughty-strings](https://github.com/minimaxir/big-list-of-naughty-strings) | 39888 | 1819 | Python | 74 | 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. | 2021-02-22T01:19:23Z |
| 16 | [face_recognition](https://github.com/ageitgey/face_recognition) | 38787 | 10927 | Python | 589 | The world's simplest facial recognition api for Python and the command line | 2021-02-14T15:50:55Z |
| 17 | [cpython](https://github.com/python/cpython) | 36512 | 17970 | Python | 1457 | The Python programming language | 2021-03-05T02:56:52Z |
| 18 | [superset](https://github.com/apache/superset) | 35746 | 6966 | Python | 766 | Apache Superset is a Data Visualization and Data Exploration Platform | 2021-03-05T01:31:55Z |
| 19 | [faceswap](https://github.com/deepfakes/faceswap) | 34425 | 10633 | Python | 8 | Deepfakes Software For All | 2021-03-04T17:45:17Z |
| 20 | [shadowsocks](https://github.com/shadowsocks/shadowsocks) | 32952 | 19630 | Python | 447 | None | 2021-02-28T20:39:55Z |
| 21 | [manim](https://github.com/3b1b/manim) | 31146 | 3970 | Python | 313 | Animation engine for explanatory math videos | 2021-03-03T16:11:37Z |
| 22 | [XX-Net](https://github.com/XX-net/XX-Net) | 30578 | 7834 | Python | 7689 | A proxy tool to bypass GFW. | 2021-01-20T11:06:31Z |
| 23 | [interview_internal_reference](https://github.com/0voice/interview_internal_reference) | 30461 | 8373 | Python | 23 | 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。 | 2021-03-03T08:23:36Z |
| 24 | [CppCoreGuidelines](https://github.com/isocpp/CppCoreGuidelines) | 30056 | 4028 | Python | 178 | The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++ | 2021-02-24T11:06:22Z |
| 25 | [Deep-Learning-Papers-Reading-Roadmap](https://github.com/floodsung/Deep-Learning-Papers-Reading-Roadmap) | 29406 | 6455 | Python | 83 | Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech! | 2021-02-01T15:08:16Z |
| 26 | [AiLearning](https://github.com/apachecn/AiLearning) | 29056 | 9846 | Python | 33 | AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP | 2021-01-20T16:02:37Z |
| 27 | [localstack](https://github.com/localstack/localstack) | 28894 | 2282 | Python | 263 | 💻  A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline! | 2021-03-05T00:56:56Z |
| 28 | [pandas](https://github.com/pandas-dev/pandas) | 28705 | 11979 | Python | 3664 | Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more | 2021-03-05T02:48:50Z |
| 29 | [fastapi](https://github.com/tiangolo/fastapi) | 28133 | 1912 | Python | 709 | FastAPI framework, high performance, easy to learn, fast to code, ready for production | 2021-03-05T02:22:19Z |
| 30 | [python-patterns](https://github.com/faif/python-patterns) | 27745 | 5755 | Python | 10 | A collection of design patterns/idioms in Python | 2021-01-25T22:10:37Z |
| 31 | [bert](https://github.com/google-research/bert) | 27142 | 7672 | Python | 777 | TensorFlow code and pre-trained models for BERT | 2021-02-25T12:31:57Z |
| 32 | [jieba](https://github.com/fxsjy/jieba) | 25632 | 6128 | Python | 599 | 结巴中文分词 | 2020-12-05T18:32:32Z |
| 33 | [DeepFaceLab](https://github.com/iperov/DeepFaceLab) | 24544 | 5537 | Python | 267 | DeepFaceLab is the leading software for creating deepfakes. | 2021-02-26T12:32:50Z |
| 34 | [Detectron](https://github.com/facebookresearch/Detectron) | 24151 | 5296 | Python | 318 | FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet. | 2020-08-20T17:17:26Z |
| 35 | [cheat.sh](https://github.com/chubin/cheat.sh) | 23675 | 1198 | Python | 84 | the only cheat sheet you need | 2021-02-28T17:26:58Z |
| 36 | [gym](https://github.com/openai/gym) | 23600 | 6733 | Python | 264 | A toolkit for developing and comparing reinforcement learning algorithms. | 2021-02-28T14:52:40Z |
| 37 | [Real-Time-Voice-Cloning](https://github.com/CorentinJ/Real-Time-Voice-Cloning) | 23259 | 4485 | Python | 10 | Clone a voice in 5 seconds to generate arbitrary speech in real-time | 2021-02-23T14:11:03Z |
| 38 | [PayloadsAllTheThings](https://github.com/swisskyrepo/PayloadsAllTheThings) | 22465 | 6605 | Python | 10 | A list of useful payloads and bypass for Web Application Security and Pentest/CTF | 2021-02-26T15:37:41Z |
| 39 | [linux-insides](https://github.com/0xAX/linux-insides) | 22424 | 2552 | Python | 42 | A little bit about a linux kernel | 2021-02-27T07:28:31Z |
| 40 | [HanLP](https://github.com/hankcs/HanLP) | 22198 | 5949 | Python | 5 | 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 | 2021-03-04T05:59:43Z |
| 41 | [interactive-coding-challenges](https://github.com/donnemartin/interactive-coding-challenges) | 22010 | 3506 | Python | 58 | 120+ interactive Python coding interview challenges (algorithms and data structures).  Includes Anki flashcards. | 2020-12-11T15:29:16Z |
| 42 | [compose](https://github.com/docker/compose) | 21995 | 3655 | Python | 490 | Define and run multi-container applications with Docker | 2021-03-02T17:14:56Z |
| 43 | [mitmproxy](https://github.com/mitmproxy/mitmproxy) | 21662 | 2785 | Python | 229 | An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers. | 2021-03-04T21:45:11Z |
| 44 | [ItChat](https://github.com/littlecodersh/ItChat) | 21243 | 4983 | Python | 231 | 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。 | 2021-02-28T15:51:27Z |
| 45 | [sherlock](https://github.com/sherlock-project/sherlock) | 20821 | 2135 | Python | 85 | 🔎 Hunt down social media accounts by username across social networks | 2021-02-26T14:57:11Z |
| 46 | [Python](https://github.com/geekcomputers/Python) | 20603 | 9645 | Python | 199 | My Python Examples | 2021-02-28T12:56:12Z |
| 47 | [django-rest-framework](https://github.com/encode/django-rest-framework) | 20389 | 5580 | Python | 333 | Web APIs for Django. 🎸 | 2021-03-04T16:23:35Z |
| 48 | [data-science-ipython-notebooks](https://github.com/donnemartin/data-science-ipython-notebooks) | 20306 | 6453 | Python | 19 | 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. | 2021-02-18T10:51:00Z |
| 49 | [algo](https://github.com/trailofbits/algo) | 20241 | 1749 | Python | 86 | Set up a personal VPN in the cloud | 2021-02-17T23:51:34Z |
| 50 | [pytorch-tutorial](https://github.com/yunjey/pytorch-tutorial) | 19833 | 6285 | Python | 75 | PyTorch Tutorial for Deep Learning Researchers | 2020-12-21T07:28:47Z |
| 51 | [spaCy](https://github.com/explosion/spaCy) | 19755 | 3325 | Python | 116 | 💫 Industrial-strength Natural Language Processing (NLP) in Python | 2021-03-04T18:59:37Z |
| 52 | [ML-From-Scratch](https://github.com/eriklindernoren/ML-From-Scratch) | 19542 | 3758 | Python | 37 | 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. | 2020-12-21T21:14:19Z |
| 53 | [Mask_RCNN](https://github.com/matterport/Mask_RCNN) | 19532 | 9364 | Python | 1637 | Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow | 2020-12-18T20:32:59Z |
| 54 | [python-fire](https://github.com/google/python-fire) | 18739 | 1132 | Python | 96 | Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object. | 2021-02-28T17:53:33Z |
| 55 | [redash](https://github.com/getredash/redash) | 18318 | 3150 | Python | 601 | Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data. | 2021-03-04T19:31:19Z |
| 56 | [algo](https://github.com/wangzheng0822/algo) | 18044 | 5841 | Python | 132 | 数据结构和算法必知必会的50个代码实现 | 2021-03-04T09:43:06Z |
| 57 | [tqdm](https://github.com/tqdm/tqdm) | 17621 | 911 | Python | 278 | A Fast, Extensible Progress Bar for Python and CLI | 2021-03-04T22:31:23Z |
| 58 | [hosts](https://github.com/StevenBlack/hosts) | 17345 | 1549 | Python | 34 | Consolidating and extending hosts files from several well-curated sources. You can optionally pick extensions to block pornography, social media, and other categories. | 2021-02-28T19:28:03Z |
| 59 | [celery](https://github.com/celery/celery) | 16811 | 3959 | Python | 483 | Distributed Task Queue (development branch) | 2021-03-04T18:47:44Z |
| 60 | [numpy](https://github.com/numpy/numpy) | 16446 | 5317 | Python | 2257 | The fundamental package for scientific computing with Python. | 2021-03-04T21:36:11Z |
| 61 | [magenta](https://github.com/magenta/magenta) | 16356 | 3364 | Python | 301 | Magenta: Music and Art Generation with Machine Intelligence | 2021-02-18T16:24:31Z |
| 62 | [Depix](https://github.com/beurtschipper/Depix) | 15710 | 1930 | Python | 9 | Recovers passwords from pixelized screenshots | 2021-02-17T09:35:09Z |
| 63 | [reddit](https://github.com/reddit-archive/reddit) | 15678 | 2867 | Python | 304 | historical code from reddit.com | 2017-10-17T19:57:07Z |
| 64 | [examples](https://github.com/pytorch/examples) | 15573 | 7290 | Python | 303 | A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc. | 2021-02-23T09:06:50Z |
| 65 | [bitcoinbook](https://github.com/bitcoinbook/bitcoinbook) | 15558 | 4285 | Python | 58 | Mastering Bitcoin 2nd Edition - Programming the Open Blockchain | 2021-03-05T02:47:15Z |
| 66 | [locust](https://github.com/locustio/locust) | 15502 | 2062 | Python | 53 | Scalable user load testing tool written in Python | 2021-03-04T18:02:52Z |
| 67 | [TensorFlow-Course](https://github.com/instillai/TensorFlow-Course) | 15487 | 3127 | Python | 2 | :satellite: Simple and ready-to-use tutorials for TensorFlow  | 2020-12-21T21:15:27Z |
| 68 | [CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries) | 15478 | 2247 | Python | 38 | The OWASP Cheat Sheet Series was created to provide a concise collection of high value information on specific application security topics. | 2021-03-02T12:09:25Z |
| 69 | [jumpserver](https://github.com/jumpserver/jumpserver) | 15341 | 4111 | Python | 128 | 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。 | 2021-03-05T02:55:48Z |
| 70 | [cascadia-code](https://github.com/microsoft/cascadia-code) | 15328 | 463 | Python | 38 | This is a fun, new monospaced font that includes programming ligatures and is designed to enhance the modern look and feel of the Windows Terminal. | 2021-03-01T18:02:49Z |
| 71 | [detectron2](https://github.com/facebookresearch/detectron2) | 15222 | 3891 | Python | 85 | Detectron2 is FAIR's next-generation platform for object detection and segmentation. | 2021-03-05T02:10:13Z |
| 72 | [ray](https://github.com/ray-project/ray) | 15069 | 2427 | Python | 1331 | 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. | 2021-03-05T02:49:52Z |
| 73 | [toml](https://github.com/toml-lang/toml) | 14953 | 731 | Python | 37 | Tom's Obvious, Minimal Language | 2021-02-24T18:14:38Z |
| 74 | [professional-programming](https://github.com/charlax/professional-programming) | 14945 | 1333 | Python | 0 | A collection of full-stack resources for programmers. | 2021-03-01T18:49:52Z |
| 75 | [pyspider](https://github.com/binux/pyspider) | 14902 | 3571 | Python | 279 | A Powerful Spider(Web Crawler) System in Python. | 2020-10-22T04:00:13Z |
| 76 | [bokeh](https://github.com/bokeh/bokeh) | 14781 | 3665 | Python | 635 | Interactive Data Visualization in the browser, from  Python | 2021-03-04T21:06:12Z |
| 77 | [ipython](https://github.com/ipython/ipython) | 14689 | 4140 | Python | 1479 | Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc. | 2021-03-04T11:28:07Z |
| 78 | [Awesome-Linux-Software](https://github.com/luong-komorebi/Awesome-Linux-Software) | 14682 | 1541 | Python | 23 | A list of awesome applications, software, tools and other materials for Linux distros.  | 2021-03-03T15:18:42Z |
| 79 | [sanic](https://github.com/sanic-org/sanic) | 14645 | 1314 | Python | 38 | Async Python 3.7+ web server/framework \| Build fast. Run fast. | 2021-03-04T19:52:16Z |
| 80 | [nginx-proxy](https://github.com/nginx-proxy/nginx-proxy) | 14472 | 2585 | Python | 685 | Automated nginx proxy for Docker containers using docker-gen | 2021-02-25T20:00:09Z |
| 81 | [pytorch-CycleGAN-and-pix2pix](https://github.com/junyanz/pytorch-CycleGAN-and-pix2pix) | 14388 | 4315 | Python | 329 | Image-to-Image Translation in PyTorch | 2021-03-02T16:50:18Z |
| 82 | [luigi](https://github.com/spotify/luigi) | 14272 | 2230 | Python | 70 | 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.  | 2021-03-01T00:36:42Z |
| 83 | [gpt-2](https://github.com/openai/gpt-2) | 14271 | 3617 | Python | 127 | Code for the paper "Language Models are Unsupervised Multitask Learners" | 2021-01-24T05:14:38Z |
| 84 | [PySnooper](https://github.com/cool-RR/PySnooper) | 14233 | 885 | Python | 17 | Never use print for debugging again | 2021-02-27T09:15:00Z |
| 85 | [poetry](https://github.com/python-poetry/poetry) | 14097 | 1122 | Python | 1067 | Python dependency management and packaging made easy. | 2021-03-05T01:24:44Z |
| 86 | [dash](https://github.com/plotly/dash) | 14055 | 1434 | Python | 407 | Analytical Web Apps for Python, R, Julia, and Jupyter. No JavaScript Required. | 2021-03-05T00:14:57Z |
| 87 | [cookiecutter](https://github.com/cookiecutter/cookiecutter) | 13971 | 1417 | Python | 206 | A command-line utility that creates projects from cookiecutters (project templates), e.g. Python package projects, VueJS projects. | 2021-02-23T06:14:29Z |
| 88 | [wttr.in](https://github.com/chubin/wttr.in) | 13918 | 692 | Python | 146 | :partly_sunny: The right way to check the weather | 2021-03-02T19:16:02Z |
| 89 | [wechat_jump_game](https://github.com/wangshub/wechat_jump_game) | 13896 | 4540 | Python | 33 | 微信《跳一跳》Python 辅助 | 2020-11-13T17:32:05Z |
| 90 | [streamlit](https://github.com/streamlit/streamlit) | 13642 | 1154 | Python | 604 | Streamlit — The fastest way to build data apps in Python | 2021-03-05T02:57:56Z |
| 91 | [zipline](https://github.com/quantopian/zipline) | 13466 | 3892 | Python | 337 | Zipline, a Pythonic Algorithmic Trading Library | 2021-02-14T16:26:07Z |
| 92 | [matplotlib](https://github.com/matplotlib/matplotlib) | 13228 | 5685 | Python | 1699 | matplotlib: plotting with Python | 2021-03-05T00:32:11Z |
| 93 | [chinese-programmer-wrong-pronunciation](https://github.com/shimohq/chinese-programmer-wrong-pronunciation) | 12631 | 1111 | Python | 74 | 中国程序员容易发音错误的单词 | 2020-11-30T22:21:35Z |
| 94 | [wxpy](https://github.com/youfou/wxpy) | 12629 | 2223 | Python | 302 | 微信机器人 / 可能是最优雅的微信个人号 API ✨✨ | 2019-07-14T17:59:47Z |
| 95 | [game-programmer](https://github.com/miloyip/game-programmer) | 12388 | 1559 | Python | 22 | A Study Path for Game Programmer | 2021-02-24T17:33:46Z |
| 96 | [pytorch-lightning](https://github.com/PyTorchLightning/pytorch-lightning) | 12386 | 1431 | Python | 314 | The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate. | 2021-03-05T01:47:31Z |
| 97 | [faker](https://github.com/joke2k/faker) | 12192 | 1389 | Python | 137 | Faker is a Python package that generates fake data for you. | 2021-02-25T16:53:02Z |
| 98 | [jupyter](https://github.com/jupyter/jupyter) | 11870 | 3078 | Python | 179 | Jupyter metapackage for installation, docs and chat | 2021-02-28T00:41:48Z |
| 99 | [proxy_pool](https://github.com/jhao104/proxy_pool) | 11857 | 3350 | Python | 235 | Python爬虫代理IP池(proxy pool) | 2021-03-04T08:38:16Z |
| 100 | [magic-wormhole](https://github.com/magic-wormhole/magic-wormhole) | 11828 | 434 | Python | 126 | get things from one computer to another, safely | 2021-01-26T18:27:41Z |