[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) | 114041 | 20591 | Python | 167 | Learn how to design large-scale systems. Prep for the system design interview.  Includes Anki flashcards. | 2020-11-29T17:54:09Z |
| 2 | [public-apis](https://github.com/public-apis/public-apis) | 102602 | 12504 | Python | 212 | A collective list of free APIs for use in software and web development. | 2020-12-04T17:29:46Z |
| 3 | [Python-100-Days](https://github.com/jackfrued/Python-100-Days) | 96642 | 38802 | Python | 509 | Python - 100天从新手到大师 | 2020-12-03T05:34:17Z |
| 4 | [Python](https://github.com/TheAlgorithms/Python) | 94310 | 27533 | Python | 202 | All Algorithms implemented in Python | 2020-12-06T15:47:47Z |
| 5 | [awesome-python](https://github.com/vinta/awesome-python) | 89929 | 17711 | Python | 101 | A curated list of awesome Python frameworks, libraries, software and resources | 2020-12-04T17:43:41Z |
| 6 | [youtube-dl](https://github.com/ytdl-org/youtube-dl) | 84080 | 2692 | Python | 3974 | Command-line program to download videos from YouTube.com and other video sites | 2020-12-06T22:41:36Z |
| 7 | [models](https://github.com/tensorflow/models) | 67521 | 43033 | Python | 1026 | Models and examples built with TensorFlow | 2020-12-06T17:13:38Z |
| 8 | [thefuck](https://github.com/nvbn/thefuck) | 57728 | 2791 | Python | 246 | Magnificent app which corrects your previous console command. | 2020-11-18T09:43:13Z |
| 9 | [django](https://github.com/django/django) | 54021 | 23269 | Python | 184 | The Web framework for perfectionists with deadlines. | 2020-12-07T00:42:50Z |
| 10 | [flask](https://github.com/pallets/flask) | 53079 | 13988 | Python | 22 | The Python micro framework for building web applications. | 2020-12-03T10:40:27Z |
| 11 | [httpie](https://github.com/httpie/httpie) | 49060 | 3181 | 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 | 2020-12-02T17:46:10Z |
| 12 | [awesome-machine-learning](https://github.com/josephmisiti/awesome-machine-learning) | 47488 | 11899 | Python | 2 | A curated list of awesome Machine Learning frameworks, libraries and software. | 2020-12-01T00:35:50Z |
| 13 | [ansible](https://github.com/ansible/ansible) | 45916 | 19916 | Python | 2032 | 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. | 2020-12-06T19:50:53Z |
| 14 | [requests](https://github.com/psf/requests) | 44081 | 8030 | Python | 295 | A simple, yet elegant HTTP library. | 2020-12-04T19:38:18Z |
| 15 | [scikit-learn](https://github.com/scikit-learn/scikit-learn) | 43293 | 20699 | Python | 2292 | scikit-learn: machine learning in Python | 2020-12-06T21:56:27Z |
| 16 | [scrapy](https://github.com/scrapy/scrapy) | 39118 | 8948 | Python | 746 | Scrapy, a fast high-level web crawling & scraping framework for Python. | 2020-12-06T15:48:04Z |
| 17 | [big-list-of-naughty-strings](https://github.com/minimaxir/big-list-of-naughty-strings) | 38691 | 1734 | 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. | 2020-10-06T11:10:54Z |
| 18 | [transformers](https://github.com/huggingface/transformers) | 37724 | 9252 | Python | 582 | 🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0. | 2020-12-06T20:44:07Z |
| 19 | [face_recognition](https://github.com/ageitgey/face_recognition) | 37520 | 10574 | Python | 556 | The world's simplest facial recognition api for Python and the command line | 2020-11-26T13:48:32Z |
| 20 | [HelloGitHub](https://github.com/521xueweihan/HelloGitHub) | 35238 | 5256 | Python | 9 | :octocat: Find pearls on open-source seashore 分享 GitHub 上有趣、入门级的开源项目 | 2020-11-29T04:07:41Z |
| 21 | [faceswap](https://github.com/deepfakes/faceswap) | 33493 | 10380 | Python | 11 | Deepfakes Software For All | 2020-12-06T18:28:14Z |
| 22 | [shadowsocks](https://github.com/shadowsocks/shadowsocks) | 32884 | 19675 | Python | 448 | None | 2019-11-06T02:01:03Z |
| 23 | [incubator-superset](https://github.com/apache/incubator-superset) | 31438 | 6475 | Python | 484 | Apache Superset is a Data Visualization and Data Exploration Platform | 2020-12-06T19:41:18Z |
| 24 | [XX-Net](https://github.com/XX-net/XX-Net) | 30494 | 7868 | Python | 7655 | A proxy tool to bypass GFW. | 2020-10-09T09:04:52Z |
| 25 | [interview_internal_reference](https://github.com/0voice/interview_internal_reference) | 29594 | 8115 | Python | 22 | 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 | [CppCoreGuidelines](https://github.com/isocpp/CppCoreGuidelines) | 29323 | 3903 | Python | 177 | The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++ | 2020-11-21T21:29:56Z |
| 27 | [Deep-Learning-Papers-Reading-Roadmap](https://github.com/floodsung/Deep-Learning-Papers-Reading-Roadmap) | 28850 | 6354 | Python | 75 | Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech! | 2020-12-04T02:44:01Z |
| 28 | [AiLearning](https://github.com/apachecn/AiLearning) | 28183 | 9597 | Python | 33 | AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP | 2020-12-02T13:36:04Z |
| 29 | [pandas](https://github.com/pandas-dev/pandas) | 27527 | 11478 | Python | 3581 | Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more | 2020-12-07T01:05:27Z |
| 30 | [localstack](https://github.com/localstack/localstack) | 27512 | 2144 | Python | 265 | 💻  A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline! | 2020-12-06T20:45:24Z |
| 31 | [certbot](https://github.com/certbot/certbot) | 27443 | 3014 | Python | 562 | 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. | 2020-12-06T08:23:34Z |
| 32 | [sentry](https://github.com/getsentry/sentry) | 26702 | 3036 | Python | 325 | Sentry is cross-platform application monitoring, with a focus on error reporting. | 2020-12-06T20:19:47Z |
| 33 | [python-patterns](https://github.com/faif/python-patterns) | 26481 | 5525 | Python | 11 | A collection of design patterns/idioms in Python | 2020-10-14T21:02:45Z |
| 34 | [jieba](https://github.com/fxsjy/jieba) | 24892 | 6011 | Python | 587 | 结巴中文分词 | 2020-12-05T18:32:32Z |
| 35 | [Detectron](https://github.com/facebookresearch/Detectron) | 23936 | 5266 | Python | 315 | FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet. | 2020-08-20T17:17:26Z |
| 36 | [fastapi](https://github.com/tiangolo/fastapi) | 23871 | 1643 | Python | 579 | FastAPI framework, high performance, easy to learn, fast to code, ready for production | 2020-12-07T01:52:39Z |
| 37 | [wtfpython](https://github.com/satwikkansal/wtfpython) | 22745 | 2038 | Python | 40 | What the f*ck Python? | 2020-12-03T06:22:18Z |
| 38 | [cheat.sh](https://github.com/chubin/cheat.sh) | 22533 | 1123 | Python | 76 | the only cheat sheet you need | 2020-11-29T21:38:29Z |
| 39 | [YouCompleteMe](https://github.com/ycm-core/YouCompleteMe) | 22230 | 2574 | Python | 31 | A code-completion engine for Vim | 2020-11-29T11:47:12Z |
| 40 | [linux-insides](https://github.com/0xAX/linux-insides) | 22051 | 2503 | Python | 42 | A little bit about a linux kernel | 2020-11-29T13:00:11Z |
| 41 | [Real-Time-Voice-Cloning](https://github.com/CorentinJ/Real-Time-Voice-Cloning) | 21692 | 4169 | Python | 8 | Clone a voice in 5 seconds to generate arbitrary speech in real-time | 2020-11-25T22:34:16Z |
| 42 | [DeepFaceLab](https://github.com/iperov/DeepFaceLab) | 21662 | 5062 | Python | 205 | DeepFaceLab is the leading software for creating deepfakes. | 2020-12-01T20:55:32Z |
| 43 | [HanLP](https://github.com/hankcs/HanLP) | 21459 | 5820 | Python | 14 | 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 | 2020-11-19T15:32:21Z |
| 44 | [interactive-coding-challenges](https://github.com/donnemartin/interactive-coding-challenges) | 21393 | 3394 | Python | 57 | 120+ interactive Python coding interview challenges (algorithms and data structures).  Includes Anki flashcards. | 2020-10-01T14:44:45Z |
| 45 | [compose](https://github.com/docker/compose) | 21318 | 3506 | Python | 453 | Define and run multi-container applications with Docker | 2020-12-04T16:53:33Z |
| 46 | [pipenv](https://github.com/pypa/pipenv) | 21286 | 1567 | Python | 456 |  Python Development Workflow for Humans. | 2020-11-20T14:23:43Z |
| 47 | [ItChat](https://github.com/littlecodersh/ItChat) | 21017 | 4935 | 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 |
| 48 | [mitmproxy](https://github.com/mitmproxy/mitmproxy) | 20845 | 2676 | Python | 319 | An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers. | 2020-12-06T13:08:55Z |
| 49 | [data-science-ipython-notebooks](https://github.com/donnemartin/data-science-ipython-notebooks) | 19876 | 6328 | Python | 15 | 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. | 2020-10-01T08:40:00Z |
| 50 | [algo](https://github.com/trailofbits/algo) | 19701 | 1692 | Python | 80 | Set up a personal VPN in the cloud | 2020-12-05T14:45:02Z |
| 51 | [Python](https://github.com/geekcomputers/Python) | 19628 | 9296 | Python | 185 | My Python Examples | 2020-11-22T19:17:13Z |
| 52 | [PayloadsAllTheThings](https://github.com/swisskyrepo/PayloadsAllTheThings) | 19546 | 5893 | Python | 9 | A list of useful payloads and bypass for Web Application Security and Pentest/CTF | 2020-12-06T18:00:23Z |
| 53 | [airflow](https://github.com/apache/airflow) | 19494 | 7582 | Python | 920 | Apache Airflow - A platform to programmatically author, schedule, and monitor workflows | 2020-12-07T02:44:34Z |
| 54 | [django-rest-framework](https://github.com/encode/django-rest-framework) | 19414 | 5438 | Python | 329 | Web APIs for Django. 🎸 | 2020-12-02T19:47:49Z |
| 55 | [d2l-zh](https://github.com/d2l-ai/d2l-zh) | 19389 | 5002 | Python | 9 | 《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140所大学采用教学。 | 2020-12-06T21:10:07Z |
| 56 | [pytorch-tutorial](https://github.com/yunjey/pytorch-tutorial) | 18997 | 6063 | Python | 73 | PyTorch Tutorial for Deep Learning Researchers | 2020-10-20T13:25:13Z |
| 57 | [Mask_RCNN](https://github.com/matterport/Mask_RCNN) | 18964 | 9017 | Python | 1589 | Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow | 2020-11-22T06:26:56Z |
| 58 | [sqlmap](https://github.com/sqlmapproject/sqlmap) | 18817 | 4078 | Python | 53 | Automatic SQL injection and database takeover tool | 2020-12-04T11:28:19Z |
| 59 | [black](https://github.com/psf/black) | 18761 | 1195 | Python | 367 | The uncompromising Python code formatter | 2020-12-02T07:17:52Z |
| 60 | [ML-From-Scratch](https://github.com/eriklindernoren/ML-From-Scratch) | 18563 | 3600 | Python | 34 | 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. | 2020-11-07T03:53:12Z |
| 61 | [algorithms](https://github.com/keon/algorithms) | 18363 | 3751 | Python | 142 | Minimal examples of data structures and algorithms in Python | 2020-12-04T15:10:05Z |
| 62 | [python-fire](https://github.com/google/python-fire) | 18276 | 1103 | Python | 92 | Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object. | 2020-11-04T01:23:49Z |
| 63 | [spaCy](https://github.com/explosion/spaCy) | 17760 | 3182 | Python | 198 | 💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython | 2020-12-05T15:41:02Z |
| 64 | [macOS-Security-and-Privacy-Guide](https://github.com/drduh/macOS-Security-and-Privacy-Guide) | 17505 | 1226 | Python | 7 | Guide to securing and improving privacy on macOS | 2020-11-11T19:58:48Z |
| 65 | [NLP-progress](https://github.com/sebastianruder/NLP-progress) | 17374 | 2973 | Python | 38 | 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. | 2020-12-07T01:07:26Z |
| 66 | [algo](https://github.com/wangzheng0822/algo) | 17296 | 5591 | Python | 126 | 数据结构和算法必知必会的50个代码实现 | 2020-11-28T02:34:06Z |
| 67 | [glances](https://github.com/nicolargo/glances) | 17250 | 1129 | Python | 186 | Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems. | 2020-12-05T21:38:07Z |
| 68 | [python-cheatsheet](https://github.com/gto76/python-cheatsheet) | 17077 | 3236 | Python | 20 | Comprehensive Python Cheatsheet | 2020-12-06T11:26:56Z |
| 69 | [tqdm](https://github.com/tqdm/tqdm) | 16595 | 861 | Python | 269 | A Fast, Extensible Progress Bar for Python and CLI | 2020-12-06T02:34:24Z |
| 70 | [hosts](https://github.com/StevenBlack/hosts) | 16547 | 1490 | Python | 36 | Consolidating and extending hosts files from several well-curated sources. You can optionally pick extensions to block pornography, social media, and other categories. | 2020-12-04T20:37:20Z |
| 71 | [celery](https://github.com/celery/celery) | 16298 | 3887 | Python | 478 | Distributed Task Queue (development branch) | 2020-12-06T22:48:29Z |
| 72 | [magenta](https://github.com/magenta/magenta) | 16041 | 3273 | Python | 286 | Magenta: Music and Art Generation with Machine Intelligence | 2020-12-03T14:10:02Z |
| 73 | [rich](https://github.com/willmcgugan/rich) | 15977 | 456 | Python | 12 | Rich is a Python library for rich text and beautiful formatting in the terminal. | 2020-12-06T12:38:34Z |
| 74 | [numpy](https://github.com/numpy/numpy) | 15639 | 5091 | Python | 2250 | The fundamental package for scientific computing with Python. | 2020-12-07T02:35:04Z |
| 75 | [reddit](https://github.com/reddit-archive/reddit) | 15562 | 2862 | Python | 304 | historical code from reddit.com | 2017-10-17T19:57:07Z |
| 76 | [TensorFlow-Course](https://github.com/instillai/TensorFlow-Course) | 15258 | 3116 | Python | 0 | :satellite: Simple and ready-to-use tutorials for TensorFlow  | 2020-11-15T16:50:17Z |
| 77 | [spleeter](https://github.com/deezer/spleeter) | 14919 | 1498 | Python | 85 | Deezer source separation library including pretrained models. | 2020-12-04T11:43:20Z |
| 78 | [examples](https://github.com/pytorch/examples) | 14865 | 6980 | Python | 283 | A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc. | 2020-12-04T04:02:00Z |
| 79 | [professional-programming](https://github.com/charlax/professional-programming) | 14756 | 1320 | Python | 0 | A collection of full-stack resources for programmers. | 2020-11-22T14:42:46Z |
| 80 | [pyspider](https://github.com/binux/pyspider) | 14740 | 3548 | Python | 276 | A Powerful Spider(Web Crawler) System in Python. | 2020-10-22T04:00:13Z |
| 81 | [jumpserver](https://github.com/jumpserver/jumpserver) | 14543 | 3980 | Python | 199 | 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。 | 2020-12-07T02:50:27Z |
| 82 | [cascadia-code](https://github.com/microsoft/cascadia-code) | 14527 | 426 | Python | 50 | 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. | 2020-11-29T14:44:40Z |
| 83 | [ipython](https://github.com/ipython/ipython) | 14522 | 4126 | Python | 1435 | Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc. | 2020-12-04T19:49:31Z |
| 84 | [locust](https://github.com/locustio/locust) | 14470 | 1977 | Python | 33 | Scalable user load testing tool written in Python | 2020-12-06T09:54:24Z |
| 85 | [Awesome-Linux-Software](https://github.com/luong-komorebi/Awesome-Linux-Software) | 14426 | 1506 | Python | 20 | A list of awesome applications, software, tools and other materials for Linux distros.  | 2020-12-04T18:10:15Z |
| 86 | [bokeh](https://github.com/bokeh/bokeh) | 14335 | 3589 | Python | 592 | Interactive Data Visualization in the browser, from  Python | 2020-12-06T17:56:06Z |
| 87 | [sanic](https://github.com/huge-success/sanic) | 14332 | 1301 | Python | 63 | Async Python 3.6+ web server/framework \| Build fast. Run fast. | 2020-11-29T22:09:42Z |
| 88 | [CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries) | 14302 | 2100 | Python | 39 | The OWASP Cheat Sheet Series was created to provide a concise collection of high value information on specific application security topics. | 2020-12-06T14:15:19Z |
| 89 | [bitcoinbook](https://github.com/bitcoinbook/bitcoinbook) | 14262 | 4080 | Python | 58 | Mastering Bitcoin 2nd Edition - Programming the Open Blockchain | 2020-11-25T20:21:45Z |
| 90 | [nginx-proxy](https://github.com/nginx-proxy/nginx-proxy) | 14108 | 2534 | Python | 667 | Automated nginx proxy for Docker containers using docker-gen | 2020-12-06T18:10:06Z |
| 91 | [PySnooper](https://github.com/cool-RR/PySnooper) | 14038 | 874 | Python | 16 | Never use print for debugging again | 2020-12-05T14:10:17Z |
| 92 | [ray](https://github.com/ray-project/ray) | 13993 | 2219 | Python | 1176 | 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. | 2020-12-07T02:36:38Z |
| 93 | [luigi](https://github.com/spotify/luigi) | 13985 | 2204 | 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.  | 2020-12-06T04:59:49Z |
| 94 | [wechat_jump_game](https://github.com/wangshub/wechat_jump_game) | 13889 | 4558 | Python | 32 | 微信《跳一跳》Python 辅助 | 2020-11-13T17:32:05Z |
| 95 | [pytorch-CycleGAN-and-pix2pix](https://github.com/junyanz/pytorch-CycleGAN-and-pix2pix) | 13717 | 4120 | Python | 302 | Image-to-Image Translation in PyTorch | 2020-11-19T13:38:13Z |
| 96 | [gpt-2](https://github.com/openai/gpt-2) | 13674 | 3466 | Python | 119 | Code for the paper "Language Models are Unsupervised Multitask Learners" | 2020-12-02T20:56:23Z |
| 97 | [Paddle](https://github.com/PaddlePaddle/Paddle) | 13488 | 3334 | Python | 2248 | 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） | 2020-12-07T02:55:36Z |
| 98 | [dash](https://github.com/plotly/dash) | 13470 | 1374 | Python | 391 | Analytical Web Apps for Python, R, Julia, and Jupyter. No JavaScript Required. | 2020-11-30T22:57:53Z |
| 99 | [wttr.in](https://github.com/chubin/wttr.in) | 13334 | 668 | Python | 138 | :partly_sunny: The right way to check the weather | 2020-11-26T18:21:33Z |
| 100 | [python-telegram-bot](https://github.com/python-telegram-bot/python-telegram-bot) | 13037 | 2722 | Python | 27 | We have made you a wrapper you can't refuse | 2020-12-06T18:34:14Z |