[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) | 121624 | 22124 | Python | 177 | Learn how to design large-scale systems. Prep for the system design interview.  Includes Anki flashcards. | 2021-02-19T15:40:47Z |
| 2 | [public-apis](https://github.com/public-apis/public-apis) | 110952 | 13680 | Python | 258 | A collective list of free APIs for use in software and web development. | 2021-02-19T18:08:59Z |
| 3 | [Python](https://github.com/TheAlgorithms/Python) | 100106 | 28516 | Python | 45 | All Algorithms implemented in Python | 2021-02-20T01:45:58Z |
| 4 | [Python-100-Days](https://github.com/jackfrued/Python-100-Days) | 99643 | 40005 | Python | 538 | Python - 100天从新手到大师 | 2021-02-15T04:29:29Z |
| 5 | [awesome-python](https://github.com/vinta/awesome-python) | 94194 | 18453 | Python | 132 | A curated list of awesome Python frameworks, libraries, software and resources | 2021-02-13T16:36:09Z |
| 6 | [youtube-dl](https://github.com/ytdl-org/youtube-dl) | 90318 | 4135 | Python | 3943 | Command-line program to download videos from YouTube.com and other video sites | 2021-02-19T20:15:48Z |
| 7 | [models](https://github.com/tensorflow/models) | 68706 | 43547 | Python | 1100 | Models and examples built with TensorFlow | 2021-02-19T18:41:51Z |
| 8 | [thefuck](https://github.com/nvbn/thefuck) | 59008 | 2828 | Python | 252 | Magnificent app which corrects your previous console command. | 2021-02-14T01:17:05Z |
| 9 | [django](https://github.com/django/django) | 55708 | 23921 | Python | 164 | The Web framework for perfectionists with deadlines. | 2021-02-19T22:46:43Z |
| 10 | [flask](https://github.com/pallets/flask) | 53931 | 14128 | Python | 24 | The Python micro framework for building web applications. | 2021-02-19T15:21:18Z |
| 11 | [httpie](https://github.com/httpie/httpie) | 49913 | 3237 | Python | 142 | 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 | 2021-02-18T12:48:53Z |
| 12 | [awesome-machine-learning](https://github.com/josephmisiti/awesome-machine-learning) | 48488 | 12131 | Python | 2 | A curated list of awesome Machine Learning frameworks, libraries and software. | 2021-02-10T21:57:19Z |
| 13 | [ansible](https://github.com/ansible/ansible) | 46930 | 20285 | 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. | 2021-02-20T02:03:20Z |
| 14 | [requests](https://github.com/psf/requests) | 44624 | 8149 | Python | 314 | A simple, yet elegant HTTP library. | 2021-02-17T21:37:02Z |
| 15 | [transformers](https://github.com/huggingface/transformers) | 40995 | 9983 | Python | 652 | 🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0. | 2021-02-19T23:45:40Z |
| 16 | [scrapy](https://github.com/scrapy/scrapy) | 39824 | 9048 | Python | 776 | Scrapy, a fast high-level web crawling & scraping framework for Python. | 2021-02-19T17:20:49Z |
| 17 | [big-list-of-naughty-strings](https://github.com/minimaxir/big-list-of-naughty-strings) | 39467 | 1800 | Python | 73 | 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. | 2021-02-08T21:41:16Z |
| 18 | [face_recognition](https://github.com/ageitgey/face_recognition) | 38604 | 10892 | Python | 586 | The world's simplest facial recognition api for Python and the command line | 2021-02-14T15:50:55Z |
| 19 | [HelloGitHub](https://github.com/521xueweihan/HelloGitHub) | 37324 | 5524 | Python | 12 | :octocat: Find pearls on open-source seashore 分享 GitHub 上有趣、入门级的开源项目 | 2021-02-04T10:50:14Z |
| 20 | [cpython](https://github.com/python/cpython) | 36282 | 17826 | Python | 1448 | The Python programming language | 2021-02-20T01:36:15Z |
| 21 | [superset](https://github.com/apache/superset) | 35432 | 6898 | Python | 711 | Apache Superset is a Data Visualization and Data Exploration Platform | 2021-02-20T02:37:39Z |
| 22 | [shadowsocks](https://github.com/shadowsocks/shadowsocks) | 32948 | 19647 | Python | 447 | None | 2019-11-06T02:01:03Z |
| 23 | [manim](https://github.com/3b1b/manim) | 30847 | 3929 | Python | 299 | Animation engine for explanatory math videos | 2021-02-19T17:06:16Z |
| 24 | [XX-Net](https://github.com/XX-net/XX-Net) | 30559 | 7836 | Python | 7688 | A proxy tool to bypass GFW. | 2021-01-20T11:06:31Z |
| 25 | [interview_internal_reference](https://github.com/0voice/interview_internal_reference) | 30298 | 8319 | Python | 23 | 2020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。 | 2020-10-17T02:49:24Z |
| 26 | [Deep-Learning-Papers-Reading-Roadmap](https://github.com/floodsung/Deep-Learning-Papers-Reading-Roadmap) | 29325 | 6443 | Python | 83 | Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech! | 2021-02-01T15:08:16Z |
| 27 | [AiLearning](https://github.com/apachecn/AiLearning) | 28937 | 9795 | 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 |
| 28 | [localstack](https://github.com/localstack/localstack) | 28697 | 2257 | Python | 257 | 💻  A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline! | 2021-02-20T01:38:27Z |
| 29 | [pandas](https://github.com/pandas-dev/pandas) | 28555 | 11888 | Python | 3638 | Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more | 2021-02-20T02:05:20Z |
| 30 | [certbot](https://github.com/certbot/certbot) | 27697 | 3052 | Python | 582 | 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. | 2021-02-15T22:37:55Z |
| 31 | [fastapi](https://github.com/tiangolo/fastapi) | 27632 | 1873 | Python | 688 | FastAPI framework, high performance, easy to learn, fast to code, ready for production | 2021-02-19T14:32:36Z |
| 32 | [sentry](https://github.com/getsentry/sentry) | 27340 | 3076 | Python | 289 | Sentry is cross-platform application monitoring, with a focus on error reporting. | 2021-02-20T01:04:17Z |
| 33 | [bert](https://github.com/google-research/bert) | 27015 | 7637 | Python | 774 | TensorFlow code and pre-trained models for BERT | 2021-01-19T15:38:26Z |
| 34 | [wtfpython](https://github.com/satwikkansal/wtfpython) | 25824 | 2176 | Python | 47 | What the f*ck Python? 😱 | 2021-02-18T12:53:58Z |
| 35 | [jieba](https://github.com/fxsjy/jieba) | 25529 | 6111 | Python | 599 | 结巴中文分词 | 2020-12-05T18:32:32Z |
| 36 | [Detectron](https://github.com/facebookresearch/Detectron) | 24113 | 5295 | Python | 318 | FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet. | 2020-08-20T17:17:26Z |
| 37 | [cheat.sh](https://github.com/chubin/cheat.sh) | 23489 | 1188 | Python | 85 | the only cheat sheet you need | 2021-02-16T20:35:11Z |
| 38 | [gym](https://github.com/openai/gym) | 23474 | 6689 | Python | 254 | A toolkit for developing and comparing reinforcement learning algorithms. | 2021-02-19T04:14:18Z |
| 39 | [DeepFaceLab](https://github.com/iperov/DeepFaceLab) | 23408 | 5378 | Python | 265 | DeepFaceLab is the leading software for creating deepfakes. | 2021-01-27T13:59:05Z |
| 40 | [Real-Time-Voice-Cloning](https://github.com/CorentinJ/Real-Time-Voice-Cloning) | 23016 | 4422 | Python | 10 | Clone a voice in 5 seconds to generate arbitrary speech in real-time | 2021-02-18T07:29:21Z |
| 41 | [YouCompleteMe](https://github.com/ycm-core/YouCompleteMe) | 22519 | 2609 | Python | 35 | A code-completion engine for Vim | 2021-02-16T05:12:33Z |
| 42 | [linux-insides](https://github.com/0xAX/linux-insides) | 22367 | 2543 | Python | 43 | A little bit about a linux kernel | 2021-02-15T06:44:17Z |
| 43 | [PayloadsAllTheThings](https://github.com/swisskyrepo/PayloadsAllTheThings) | 22196 | 6490 | Python | 9 | A list of useful payloads and bypass for Web Application Security and Pentest/CTF | 2021-02-17T11:32:23Z |
| 44 | [HanLP](https://github.com/hankcs/HanLP) | 22103 | 5937 | Python | 4 | 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 | 2021-02-13T08:03:55Z |
| 45 | [interactive-coding-challenges](https://github.com/donnemartin/interactive-coding-challenges) | 21906 | 3482 | Python | 58 | 120+ interactive Python coding interview challenges (algorithms and data structures).  Includes Anki flashcards. | 2020-12-11T15:29:16Z |
| 46 | [compose](https://github.com/docker/compose) | 21881 | 3638 | Python | 481 | Define and run multi-container applications with Docker | 2021-02-19T08:56:02Z |
| 47 | [mitmproxy](https://github.com/mitmproxy/mitmproxy) | 21551 | 2770 | Python | 221 | An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers. | 2021-02-19T21:23:42Z |
| 48 | [ItChat](https://github.com/littlecodersh/ItChat) | 21216 | 4974 | Python | 230 | 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。 | 2020-11-22T19:12:56Z |
| 49 | [sherlock](https://github.com/sherlock-project/sherlock) | 20679 | 2116 | Python | 82 | 🔎 Hunt down social media accounts by username across social networks | 2021-02-10T03:23:38Z |
| 50 | [airflow](https://github.com/apache/airflow) | 20501 | 8016 | Python | 1013 | Apache Airflow - A platform to programmatically author, schedule, and monitor workflows | 2021-02-20T02:24:51Z |
| 51 | [Python](https://github.com/geekcomputers/Python) | 20434 | 9595 | Python | 198 | My Python Examples | 2021-02-16T15:03:57Z |
| 52 | [django-rest-framework](https://github.com/encode/django-rest-framework) | 20297 | 5558 | Python | 362 | Web APIs for Django. 🎸 | 2021-02-18T15:41:12Z |
| 53 | [algo](https://github.com/trailofbits/algo) | 20155 | 1736 | Python | 84 | Set up a personal VPN in the cloud | 2021-02-17T23:51:34Z |
| 54 | [d2l-zh](https://github.com/d2l-ai/d2l-zh) | 19976 | 5140 | Python | 1 | 《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175所大学采用教学。 | 2021-02-20T02:58:50Z |
| 55 | [pytorch-tutorial](https://github.com/yunjey/pytorch-tutorial) | 19722 | 6248 | Python | 75 | PyTorch Tutorial for Deep Learning Researchers | 2020-12-21T07:28:47Z |
| 56 | [spaCy](https://github.com/explosion/spaCy) | 19611 | 3305 | Python | 105 | 💫 Industrial-strength Natural Language Processing (NLP) in Python | 2021-02-19T18:19:19Z |
| 57 | [ML-From-Scratch](https://github.com/eriklindernoren/ML-From-Scratch) | 19437 | 3741 | Python | 36 | 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 |
| 58 | [sqlmap](https://github.com/sqlmapproject/sqlmap) | 19406 | 4187 | Python | 46 | Automatic SQL injection and database takeover tool | 2021-02-19T10:38:11Z |
| 59 | [algorithms](https://github.com/keon/algorithms) | 18749 | 3841 | Python | 148 | Minimal examples of data structures and algorithms in Python | 2021-02-09T04:53:57Z |
| 60 | [python-fire](https://github.com/google/python-fire) | 18670 | 1124 | Python | 94 | Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object. | 2021-02-16T14:10:40Z |
| 61 | [redash](https://github.com/getredash/redash) | 18231 | 3131 | Python | 590 | Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data. | 2021-02-18T20:12:01Z |
| 62 | [algo](https://github.com/wangzheng0822/algo) | 17907 | 5798 | Python | 131 | 数据结构和算法必知必会的50个代码实现 | 2021-02-12T18:32:58Z |
| 63 | [glances](https://github.com/nicolargo/glances) | 17874 | 1171 | Python | 194 | Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems. | 2021-02-17T14:13:10Z |
| 64 | [NLP-progress](https://github.com/sebastianruder/NLP-progress) | 17814 | 3056 | Python | 28 | 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. | 2021-02-18T03:48:14Z |
| 65 | [macOS-Security-and-Privacy-Guide](https://github.com/drduh/macOS-Security-and-Privacy-Guide) | 17744 | 1247 | Python | 7 | Guide to securing and improving privacy on macOS | 2020-11-11T19:58:48Z |
| 66 | [tqdm](https://github.com/tqdm/tqdm) | 17480 | 900 | Python | 274 | A Fast, Extensible Progress Bar for Python and CLI | 2021-02-19T11:29:54Z |
| 67 | [hosts](https://github.com/StevenBlack/hosts) | 17257 | 1538 | Python | 30 | Consolidating and extending hosts files from several well-curated sources. You can optionally pick extensions to block pornography, social media, and other categories. | 2021-02-16T22:50:59Z |
| 68 | [celery](https://github.com/celery/celery) | 16732 | 3953 | Python | 496 | Distributed Task Queue (development branch) | 2021-02-20T02:53:45Z |
| 69 | [numpy](https://github.com/numpy/numpy) | 16311 | 5268 | Python | 2268 | The fundamental package for scientific computing with Python. | 2021-02-20T01:20:50Z |
| 70 | [magenta](https://github.com/magenta/magenta) | 16294 | 3344 | Python | 298 | Magenta: Music and Art Generation with Machine Intelligence | 2021-02-18T16:24:31Z |
| 71 | [reddit](https://github.com/reddit-archive/reddit) | 15651 | 2866 | Python | 304 | historical code from reddit.com | 2017-10-17T19:57:07Z |
| 72 | [examples](https://github.com/pytorch/examples) | 15494 | 7242 | Python | 304 | A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc. | 2021-02-19T20:31:40Z |
| 73 | [TensorFlow-Course](https://github.com/instillai/TensorFlow-Course) | 15459 | 3128 | Python | 2 | :satellite: Simple and ready-to-use tutorials for TensorFlow  | 2020-12-21T21:15:27Z |
| 74 | [locust](https://github.com/locustio/locust) | 15374 | 2048 | Python | 50 | Scalable user load testing tool written in Python | 2021-02-16T16:27:54Z |
| 75 | [Depix](https://github.com/beurtschipper/Depix) | 15340 | 1820 | Python | 8 | Recovers passwords from pixelized screenshots | 2021-02-17T09:35:09Z |
| 76 | [CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries) | 15333 | 2221 | Python | 35 | The OWASP Cheat Sheet Series was created to provide a concise collection of high value information on specific application security topics. | 2021-02-18T15:28:42Z |
| 77 | [jumpserver](https://github.com/jumpserver/jumpserver) | 15252 | 4092 | Python | 164 | 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。 | 2021-02-20T02:25:38Z |
| 78 | [cascadia-code](https://github.com/microsoft/cascadia-code) | 15190 | 458 | Python | 41 | 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. | 2021-02-17T00:22:06Z |
| 79 | [detectron2](https://github.com/facebookresearch/detectron2) | 15034 | 3839 | Python | 91 | Detectron2 is FAIR's next-generation platform for object detection and segmentation. | 2021-02-20T02:53:13Z |
| 80 | [bitcoinbook](https://github.com/bitcoinbook/bitcoinbook) | 14918 | 4231 | Python | 105 | Mastering Bitcoin 2nd Edition - Programming the Open Blockchain | 2021-02-20T01:17:01Z |
| 81 | [professional-programming](https://github.com/charlax/professional-programming) | 14915 | 1332 | Python | 0 | A collection of full-stack resources for programmers. | 2021-02-19T15:58:34Z |
| 82 | [ray](https://github.com/ray-project/ray) | 14886 | 2403 | Python | 1304 | 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. | 2021-02-20T02:31:16Z |
| 83 | [pyspider](https://github.com/binux/pyspider) | 14884 | 3569 | Python | 278 | A Powerful Spider(Web Crawler) System in Python. | 2020-10-22T04:00:13Z |
| 84 | [toml](https://github.com/toml-lang/toml) | 14872 | 729 | Python | 38 | Tom's Obvious, Minimal Language | 2021-01-23T22:58:48Z |
| 85 | [bokeh](https://github.com/bokeh/bokeh) | 14683 | 3643 | Python | 617 | Interactive Data Visualization in the browser, from  Python | 2021-02-19T22:19:19Z |
| 86 | [ipython](https://github.com/ipython/ipython) | 14676 | 4135 | Python | 1470 | Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc. | 2021-02-19T21:51:03Z |
| 87 | [Awesome-Linux-Software](https://github.com/luong-komorebi/Awesome-Linux-Software) | 14638 | 1539 | Python | 24 | A list of awesome applications, software, tools and other materials for Linux distros.  | 2021-02-19T09:54:37Z |
| 88 | [sanic](https://github.com/sanic-org/sanic) | 14589 | 1313 | Python | 51 | Async Python 3.6+ web server/framework \| Build fast. Run fast. | 2021-02-19T15:20:21Z |
| 89 | [nginx-proxy](https://github.com/nginx-proxy/nginx-proxy) | 14419 | 2578 | Python | 681 | Automated nginx proxy for Docker containers using docker-gen | 2021-02-16T18:59:17Z |
| 90 | [Paddle](https://github.com/PaddlePaddle/Paddle) | 14315 | 3559 | Python | 2372 | 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） | 2021-02-20T02:55:18Z |
| 91 | [pytorch-CycleGAN-and-pix2pix](https://github.com/junyanz/pytorch-CycleGAN-and-pix2pix) | 14303 | 4278 | Python | 325 | Image-to-Image Translation in PyTorch | 2021-02-18T23:58:49Z |
| 92 | [luigi](https://github.com/spotify/luigi) | 14214 | 2223 | Python | 71 | 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.  | 2021-02-18T12:00:21Z |
| 93 | [PySnooper](https://github.com/cool-RR/PySnooper) | 14203 | 881 | Python | 17 | Never use print for debugging again | 2020-12-28T18:13:10Z |
| 94 | [gpt-2](https://github.com/openai/gpt-2) | 14149 | 3595 | Python | 124 | Code for the paper "Language Models are Unsupervised Multitask Learners" | 2021-01-24T05:14:38Z |
| 95 | [dash](https://github.com/plotly/dash) | 13962 | 1426 | Python | 411 | Analytical Web Apps for Python, R, Julia, and Jupyter. No JavaScript Required. | 2021-02-15T19:52:46Z |
| 96 | [poetry](https://github.com/python-poetry/poetry) | 13945 | 1104 | Python | 1039 | Python dependency management and packaging made easy. | 2021-02-19T22:43:34Z |
| 97 | [wechat_jump_game](https://github.com/wangshub/wechat_jump_game) | 13900 | 4546 | Python | 33 | 微信《跳一跳》Python 辅助 | 2020-11-13T17:32:05Z |
| 98 | [cookiecutter](https://github.com/cookiecutter/cookiecutter) | 13884 | 1416 | Python | 204 | A command-line utility that creates projects from cookiecutters (project templates), e.g. Python package projects, VueJS projects. | 2021-02-09T18:22:46Z |
| 99 | [wttr.in](https://github.com/chubin/wttr.in) | 13831 | 689 | Python | 149 | :partly_sunny: The right way to check the weather | 2021-02-10T23:22:02Z |
| 100 | [python-telegram-bot](https://github.com/python-telegram-bot/python-telegram-bot) | 13812 | 2890 | Python | 26 | We have made you a wrapper you can't refuse | 2021-02-20T00:42:27Z |