[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) | 182103 | 33117 | Python | 160 | Learn how to design large-scale systems. Prep for the system design interview.  Includes Anki flashcards. | 2022-05-28T11:54:39Z |
| 2 | [Python](https://github.com/TheAlgorithms/Python) | 136473 | 35638 | Python | 24 | All Algorithms implemented in Python | 2022-05-29T11:23:13Z |
| 3 | [awesome-python](https://github.com/vinta/awesome-python) | 128642 | 21249 | Python | 8 | A curated list of awesome Python frameworks, libraries, software and resources | 2022-05-18T06:47:26Z |
| 4 | [Python-100-Days](https://github.com/jackfrued/Python-100-Days) | 119343 | 45694 | Python | 466 | Python - 100天从新手到大师 | 2022-04-24T01:41:14Z |
| 5 | [youtube-dl](https://github.com/ytdl-org/youtube-dl) | 110367 | 7794 | Python | 3868 | Command-line program to download videos from YouTube.com and other video sites | 2022-05-30T01:50:50Z |
| 6 | [thefuck](https://github.com/nvbn/thefuck) | 71320 | 3205 | Python | 201 | Magnificent app which corrects your previous console command. | 2022-05-29T19:40:31Z |
| 7 | [django](https://github.com/django/django) | 64327 | 27172 | Python | 0 | The Web framework for perfectionists with deadlines. | 2022-05-29T19:34:32Z |
| 8 | [transformers](https://github.com/huggingface/transformers) | 63925 | 15039 | Python | 375 | 🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX. | 2022-05-29T20:02:50Z |
| 9 | [HelloGitHub](https://github.com/521xueweihan/HelloGitHub) | 55910 | 7880 | Python | 15 | :octocat: 分享 GitHub 上有趣、入门级的开源项目。Share interesting, entry-level open source projects on GitHub. | 2022-05-27T02:00:14Z |
| 10 | [keras](https://github.com/keras-team/keras) | 55287 | 19094 | Python | 248 | Deep Learning for humans | 2022-05-29T04:12:37Z |
| 11 | [ansible](https://github.com/ansible/ansible) | 53283 | 21948 | Python | 785 | 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. | 2022-05-27T16:52:23Z |
| 12 | [requests](https://github.com/psf/requests) | 47533 | 8757 | Python | 177 | A simple, yet elegant, HTTP library. | 2022-05-26T19:46:02Z |
| 13 | [face_recognition](https://github.com/ageitgey/face_recognition) | 44470 | 12265 | Python | 654 | The world's simplest facial recognition api for Python and the command line | 2022-04-03T13:40:00Z |
| 14 | [big-list-of-naughty-strings](https://github.com/minimaxir/big-list-of-naughty-strings) | 42412 | 2029 | Python | 55 | 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. | 2022-05-10T18:59:45Z |
| 15 | [localstack](https://github.com/localstack/localstack) | 41294 | 3072 | Python | 331 | 💻  A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline! | 2022-05-30T01:28:51Z |
| 16 | [rich](https://github.com/Textualize/rich) | 37774 | 1247 | Python | 45 | Rich is a Python library for rich text and beautiful formatting in the terminal. | 2022-05-27T15:14:48Z |
| 17 | [PayloadsAllTheThings](https://github.com/swisskyrepo/PayloadsAllTheThings) | 37832 | 10267 | Python | 0 | A list of useful payloads and bypass for Web Application Security and Pentest/CTF | 2022-05-27T15:12:57Z |
| 18 | [openpilot](https://github.com/commaai/openpilot) | 34678 | 6352 | Python | 149 | openpilot is an open source driver assistance system. openpilot performs the functions of Automated Lane Centering and Adaptive Cruise Control for over 150 supported car makes and models. | 2022-05-30T02:45:47Z |
| 19 | [pandas](https://github.com/pandas-dev/pandas) | 34070 | 14475 | Python | 3429 | Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more | 2022-05-30T02:15:01Z |
| 20 | [interview_internal_reference](https://github.com/0voice/interview_internal_reference) | 33751 | 9111 | 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。 | 2021-08-25T13:19:16Z |
| 21 | [shadowsocks](https://github.com/shadowsocks/shadowsocks) | 33199 | 19335 | Python | 0 | None | 2022-05-04T07:08:07Z |
| 22 | [d2l-zh](https://github.com/d2l-ai/d2l-zh) | 32752 | 7662 | 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。 | 2022-05-28T02:08:03Z |
| 23 | [Deep-Learning-Papers-Reading-Roadmap](https://github.com/floodsung/Deep-Learning-Papers-Reading-Roadmap) | 32505 | 6936 | Python | 44 | Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech! | 2022-02-07T08:21:30Z |
| 24 | [XX-Net](https://github.com/XX-net/XX-Net) | 31248 | 7807 | Python | 7796 | A proxy tool to bypass GFW. | 2022-05-08T09:39:56Z |
| 25 | [sentry](https://github.com/getsentry/sentry) | 30978 | 3475 | Python | 385 | Sentry is cross-platform application monitoring, with a focus on error reporting. | 2022-05-27T22:12:41Z |
| 26 | [cheat.sh](https://github.com/chubin/cheat.sh) | 29242 | 1479 | Python | 87 | the only cheat sheet you need | 2022-05-29T10:34:54Z |
| 27 | [python-cheatsheet](https://github.com/gto76/python-cheatsheet) | 29121 | 5322 | Python | 9 | Comprehensive Python Cheatsheet | 2022-05-28T14:22:40Z |
| 28 | [certbot](https://github.com/certbot/certbot) | 28949 | 3228 | Python | 532 | 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. | 2022-05-27T19:42:07Z |
| 29 | [wtfpython](https://github.com/satwikkansal/wtfpython) | 28824 | 2391 | Python | 47 | What the f*ck Python? 😱 | 2022-05-11T16:57:47Z |
| 30 | [jieba](https://github.com/fxsjy/jieba) | 28640 | 6566 | Python | 591 | 结巴中文分词 | 2022-04-07T12:41:40Z |
| 31 | [black](https://github.com/psf/black) | 27507 | 1752 | Python | 318 | The uncompromising Python code formatter | 2022-05-27T10:12:32Z |
| 32 | [airflow](https://github.com/apache/airflow) | 26141 | 10622 | Python | 792 | Apache Airflow - A platform to programmatically author, schedule, and monitor workflows | 2022-05-30T02:29:05Z |
| 33 | [yt-dlp](https://github.com/yt-dlp/yt-dlp) | 26071 | 1998 | Python | 535 | A youtube-dl fork with additional features and fixes | 2022-05-29T21:12:42Z |
| 34 | [HanLP](https://github.com/hankcs/HanLP) | 26013 | 7044 | Python | 3 | 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 | 2022-05-08T20:32:49Z |
| 35 | [interactive-coding-challenges](https://github.com/donnemartin/interactive-coding-challenges) | 25503 | 4130 | Python | 32 | 120+ interactive Python coding interview challenges (algorithms and data structures).  Includes Anki flashcards. | 2021-04-11T09:48:23Z |
| 36 | [Python](https://github.com/geekcomputers/Python) | 25461 | 10905 | Python | 159 | My Python Examples | 2022-05-29T08:11:11Z |
| 37 | [Detectron](https://github.com/facebookresearch/Detectron) | 25168 | 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 |
| 38 | [YouCompleteMe](https://github.com/ycm-core/YouCompleteMe) | 23993 | 2766 | Python | 7 | A code-completion engine for Vim | 2022-04-04T16:29:57Z |
| 39 | [pytorch-tutorial](https://github.com/yunjey/pytorch-tutorial) | 23815 | 7238 | Python | 63 | PyTorch Tutorial for Deep Learning Researchers | 2021-10-16T07:35:35Z |
| 40 | [sqlmap](https://github.com/sqlmapproject/sqlmap) | 23583 | 4858 | Python | 49 | Automatic SQL injection and database takeover tool | 2022-05-29T03:21:18Z |
| 41 | [spaCy](https://github.com/explosion/spaCy) | 23472 | 3839 | Python | 83 | 💫 Industrial-strength Natural Language Processing (NLP) in Python | 2022-05-29T09:52:17Z |
| 42 | [django-rest-framework](https://github.com/encode/django-rest-framework) | 23443 | 6162 | Python | 125 | Web APIs for Django. 🎸 | 2022-05-29T22:55:19Z |
| 43 | [pipenv](https://github.com/pypa/pipenv) | 22982 | 1745 | Python | 423 |  Python Development Workflow for Humans. | 2022-05-26T19:50:40Z |
| 44 | [python-fire](https://github.com/google/python-fire) | 22466 | 1303 | Python | 96 | Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object. | 2022-04-29T02:18:44Z |
| 45 | [PaddleOCR](https://github.com/PaddlePaddle/PaddleOCR) | 22301 | 4555 | Python | 1050 | Awesome multilingual OCR toolkits based on PaddlePaddle (practical ultra lightweight OCR system, support 80+ languages recognition, provide data annotation and synthesis tools, support training and deployment among server, mobile, embedded and IoT devices) | 2022-05-30T02:36:59Z |
| 46 | [ItChat](https://github.com/littlecodersh/ItChat) | 22202 | 5247 | Python | 234 | 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 |
| 47 | [MockingBird](https://github.com/babysor/MockingBird) | 21759 | 3142 | Python | 236 | 🚀AI拟声: 5秒内克隆您的声音并生成任意语音内容 Clone a voice in 5 seconds to generate arbitrary speech in real-time | 2022-05-25T15:30:00Z |
| 48 | [httpie](https://github.com/httpie/httpie) | 21690 | 3670 | Python | 100 | 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 | 2022-05-20T07:42:53Z |
| 49 | [ML-From-Scratch](https://github.com/eriklindernoren/ML-From-Scratch) | 21107 | 4156 | Python | 29 | 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. | 2022-04-26T22:47:26Z |
| 50 | [redash](https://github.com/getredash/redash) | 21132 | 3692 | Python | 486 | Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data. | 2022-05-26T18:00:04Z |
| 51 | [algo](https://github.com/wangzheng0822/algo) | 20897 | 6725 | Python | 99 | 数据结构和算法必知必会的50个代码实现 | 2022-05-19T15:34:11Z |
| 52 | [hosts](https://github.com/StevenBlack/hosts) | 20833 | 1820 | Python | 27 | 🔒 Consolidating and extending hosts files from several well-curated sources. Optionally pick extensions for porn, social media, and other categories. | 2022-05-29T18:53:35Z |
| 53 | [algorithms](https://github.com/keon/algorithms) | 20869 | 4294 | Python | 60 | Minimal examples of data structures and algorithms in Python | 2022-05-23T03:30:19Z |
| 54 | [CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries) | 20760 | 2955 | Python | 40 | The OWASP Cheat Sheet Series was created to provide a concise collection of high value information on specific application security topics. | 2022-05-26T19:00:28Z |
| 55 | [ray](https://github.com/ray-project/ray) | 20648 | 3588 | Python | 2153 | 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. | 2022-05-30T01:25:50Z |
| 56 | [numpy](https://github.com/numpy/numpy) | 20560 | 6949 | Python | 2008 | The fundamental package for scientific computing with Python. | 2022-05-30T01:54:05Z |
| 57 | [glances](https://github.com/nicolargo/glances) | 20537 | 1298 | Python | 223 | Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems. | 2022-05-29T11:05:04Z |
| 58 | [NLP-progress](https://github.com/sebastianruder/NLP-progress) | 20406 | 3453 | Python | 30 | 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. | 2022-05-16T01:46:03Z |
| 59 | [cascadia-code](https://github.com/microsoft/cascadia-code) | 20140 | 673 | Python | 77 | 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. | 2022-05-16T22:10:26Z |
| 60 | [mmdetection](https://github.com/open-mmlab/mmdetection) | 19864 | 7285 | Python | 493 | OpenMMLab Detection Toolbox and Benchmark | 2022-05-28T07:04:52Z |