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 | [system-design-primer](https://github.com/donnemartin/system-design-primer) | 93701 | 16161 | Python | 153 | Learn how to design large-scale systems. Prep for the system design interview.  Includes Anki flashcards. | 2020-05-05T19:45:40Z |
| 2 | [awesome-python](https://github.com/vinta/awesome-python) | 82144 | 16184 | Python | 39 | A curated list of awesome Python frameworks, libraries, software and resources | 2020-05-06T08:54:18Z |
| 3 | [public-apis](https://github.com/public-apis/public-apis) | 80886 | 9443 | Python | 127 | A collective list of free APIs for use in software and web development. | 2020-05-06T17:38:40Z |
| 4 | [Python](https://github.com/TheAlgorithms/Python) | 70952 | 21380 | Python | 31 | All Algorithms implemented in Python | 2020-05-07T10:09:14Z |
| 5 | [youtube-dl](https://github.com/ytdl-org/youtube-dl) | 65747 | 11478 | Python | 3419 | Command-line program to download videos from YouTube.com and other video sites | 2020-05-06T19:26:43Z |
| 6 | [models](https://github.com/tensorflow/models) | 63532 | 40645 | Python | 929 | Models and examples built with TensorFlow | 2020-05-07T08:02:19Z |
| 7 | [thefuck](https://github.com/nvbn/thefuck) | 53360 | 2675 | Python | 227 | Magnificent app which corrects your previous console command. | 2020-04-28T14:13:12Z |
| 8 | [flask](https://github.com/pallets/flask) | 50209 | 13471 | Python | 25 | The Python micro framework for building web applications. | 2020-05-07T04:21:08Z |
| 9 | [django](https://github.com/django/django) | 49082 | 21303 | Python | 238 | The Web framework for perfectionists with deadlines. | 2020-05-07T10:28:01Z |
| 10 | [keras](https://github.com/keras-team/keras) | 48090 | 18162 | Python | 3050 | Deep Learning for humans | 2020-04-30T17:31:52Z |
| 11 | [httpie](https://github.com/jakubroztocil/httpie) | 46634 | 3013 | Python | 161 | As easy as HTTPie /aitch-tee-tee-pie/  🥧 Modern command line HTTP client – user-friendly curl alternative with intuitive UI, JSON support, syntax highlighting, wget-like downloads, extensions, etc.  https://twitter.com/clihttp | 2020-05-02T02:33:26Z |
| 12 | [awesome-machine-learning](https://github.com/josephmisiti/awesome-machine-learning) | 44525 | 11236 | Python | 1 | A curated list of awesome Machine Learning frameworks, libraries and software. | 2020-05-04T16:54:33Z |
| 13 | [ansible](https://github.com/ansible/ansible) | 43002 | 18956 | Python | 5965 | Ansible is a radically simple IT automation platform that makes your applications and systems easier to deploy. Avoid writing scripts or custom code to deploy and update your applications — automate in a language that approaches plain English, using SSH, with no agents to install on remote systems. https://docs.ansible.com/ansible/ | 2020-05-07T10:43:31Z |
| 14 | [requests](https://github.com/psf/requests) | 42396 | 7688 | Python | 278 | A simple, yet elegant HTTP library. | 2020-05-01T23:33:53Z |
| 15 | [scikit-learn](https://github.com/scikit-learn/scikit-learn) | 40545 | 19623 | Python | 2287 | scikit-learn: machine learning in Python | 2020-05-07T09:30:14Z |
| 16 | [scrapy](https://github.com/scrapy/scrapy) | 37009 | 8568 | Python | 747 | Scrapy, a fast high-level web crawling & scraping framework for Python. | 2020-05-07T10:48:49Z |
| 17 | [big-list-of-naughty-strings](https://github.com/minimaxir/big-list-of-naughty-strings) | 35719 | 1579 | Python | 62 | 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. | 2020-04-19T16:13:26Z |
| 18 | [face_recognition](https://github.com/ageitgey/face_recognition) | 33960 | 9513 | Python | 481 | The world's simplest facial recognition api for Python and the command line | 2020-05-06T16:33:58Z |
| 19 | [shadowsocks](https://github.com/shadowsocks/shadowsocks) | 32602 | 19743 | Python | 449 | None | 2019-11-06T02:01:03Z |
| 20 | [faceswap](https://github.com/deepfakes/faceswap) | 30321 | 9610 | Python | 19 | Deepfakes Software For All | 2020-05-06T17:23:14Z |
| 21 | [XX-Net](https://github.com/XX-net/XX-Net) | 30021 | 7897 | Python | 7462 | a web proxy tool | 2020-05-07T05:02:19Z |
| 22 | [HelloGitHub](https://github.com/521xueweihan/HelloGitHub) | 29546 | 4320 | Python | 9 | :octocat: Find pearls on open-source seashore 分享 GitHub 上有趣、入门级的开源项目 | 2020-04-30T07:29:18Z |
| 23 | [incubator-superset](https://github.com/apache/incubator-superset) | 28644 | 5844 | Python | 307 | Apache Superset (incubating) is a modern, enterprise-ready business intelligence web application | 2020-05-07T09:09:19Z |
| 24 | [CppCoreGuidelines](https://github.com/isocpp/CppCoreGuidelines) | 27114 | 3617 | Python | 175 | The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++ | 2020-05-06T12:41:12Z |
| 25 | [certbot](https://github.com/certbot/certbot) | 26660 | 2865 | Python | 570 | 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. | 2020-05-06T21:28:20Z |
| 26 | [interview_internal_reference](https://github.com/0voice/interview_internal_reference) | 26316 | 7223 | Python | 18 | 2019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。 | 2020-04-10T13:15:03Z |
| 27 | [transformers](https://github.com/huggingface/transformers) | 26224 | 6201 | Python | 516 | 🤗 Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0. | 2020-05-07T09:27:35Z |
| 28 | [Deep-Learning-Papers-Reading-Roadmap](https://github.com/floodsung/Deep-Learning-Papers-Reading-Roadmap) | 26109 | 5987 | Python | 75 | Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech! | 2019-11-27T15:21:37Z |
| 29 | [sentry](https://github.com/getsentry/sentry) | 24785 | 2801 | Python | 1067 | Sentry is cross-platform application monitoring, with a focus on error reporting. | 2020-05-07T10:59:55Z |
| 30 | [pandas](https://github.com/pandas-dev/pandas) | 24757 | 9993 | Python | 3558 | Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more | 2020-05-07T10:48:29Z |
| 31 | [AiLearning](https://github.com/apachecn/AiLearning) | 24678 | 8553 | Python | 31 | AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP | 2020-04-22T04:03:17Z |
| 32 | [python-patterns](https://github.com/faif/python-patterns) | 24613 | 5208 | Python | 9 | A collection of design patterns/idioms in Python | 2020-03-25T22:17:18Z |
| 33 | [localstack](https://github.com/localstack/localstack) | 24347 | 1807 | Python | 249 | 💻  A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline! | 2020-05-07T09:05:01Z |
| 34 | [Detectron](https://github.com/facebookresearch/Detectron) | 23200 | 5111 | Python | 303 | FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet. | 2020-04-21T01:05:32Z |
| 35 | [jieba](https://github.com/fxsjy/jieba) | 22777 | 5649 | Python | 548 | 结巴中文分词 | 2020-04-04T01:12:35Z |
| 36 | [linux-insides](https://github.com/0xAX/linux-insides) | 21145 | 2363 | Python | 41 | A little bit about a linux kernel | 2020-05-02T09:22:07Z |
| 37 | [YouCompleteMe](https://github.com/ycm-core/YouCompleteMe) | 21118 | 2432 | Python | 30 | A code-completion engine for Vim | 2020-05-06T10:37:58Z |
| 38 | [wtfpython](https://github.com/satwikkansal/wtfpython) | 20608 | 1887 | Python | 34 | What the f*ck Python? | 2020-05-02T16:20:05Z |
| 39 | [ItChat](https://github.com/littlecodersh/ItChat) | 20290 | 4751 | Python | 219 | 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。 | 2020-03-19T09:22:31Z |
| 40 | [pipenv](https://github.com/pypa/pipenv) | 20220 | 1493 | Python | 424 |  Python Development Workflow for Humans. | 2020-05-07T01:50:59Z |
| 41 | [interactive-coding-challenges](https://github.com/donnemartin/interactive-coding-challenges) | 19730 | 3090 | Python | 54 | 120+ interactive Python coding interview challenges (algorithms and data structures).  Includes Anki flashcards. | 2019-10-22T16:06:47Z |
| 42 | [compose](https://github.com/docker/compose) | 19477 | 3115 | Python | 380 | Define and run multi-container applications with Docker | 2020-05-06T13:03:58Z |
| 43 | [HanLP](https://github.com/hankcs/HanLP) | 19229 | 5301 | Python | 7 | 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 | 2020-04-09T11:41:41Z |
| 44 | [GitHub-Chinese-Top-Charts](https://github.com/kon9chunkit/GitHub-Chinese-Top-Charts) | 18844 | 2500 | Python | 65 | :cn: GitHub中文排行榜，帮助你发现高分优秀中文项目、更高效地吸收国人的优秀经验成果；榜单每周更新一次，敬请关注！（中国加油！世界加油！） | 2020-05-05T09:44:01Z |
| 45 | [mitmproxy](https://github.com/mitmproxy/mitmproxy) | 18677 | 2432 | Python | 277 | An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers. | 2020-05-07T09:28:19Z |
| 46 | [cheat.sh](https://github.com/chubin/cheat.sh) | 18656 | 923 | Python | 61 | the only cheat sheet you need | 2020-05-02T18:36:44Z |
| 47 | [data-science-ipython-notebooks](https://github.com/donnemartin/data-science-ipython-notebooks) | 18403 | 5684 | Python | 12 | 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. | 2019-10-25T10:21:39Z |
| 48 | [algo](https://github.com/trailofbits/algo) | 18156 | 1541 | Python | 71 | Set up a personal VPN in the cloud | 2020-05-06T06:40:50Z |
| 49 | [algorithms](https://github.com/keon/algorithms) | 17276 | 3459 | Python | 106 | Minimal examples of data structures and algorithms in Python | 2020-04-30T15:07:47Z |
| 50 | [django-rest-framework](https://github.com/encode/django-rest-framework) | 17241 | 4993 | Python | 240 | Web APIs for Django. 🎸 | 2020-05-05T14:05:29Z |
| 51 | [Python](https://github.com/geekcomputers/Python) | 17165 | 8328 | Python | 111 | My Python Examples | 2020-04-28T05:43:43Z |
| 52 | [sqlmap](https://github.com/sqlmapproject/sqlmap) | 17083 | 3706 | Python | 49 | Automatic SQL injection and database takeover tool | 2020-05-06T11:28:25Z |
| 53 | [Real-Time-Voice-Cloning](https://github.com/CorentinJ/Real-Time-Voice-Cloning) | 17070 | 3170 | Python | 150 | Clone a voice in 5 seconds to generate arbitrary speech in real-time | 2020-05-05T20:38:34Z |
| 54 | [d2l-zh](https://github.com/d2l-ai/d2l-zh) | 17068 | 4397 | Python | 1 | 《动手学深度学习》：面向中文读者、能运行、可讨论。英文版即伯克利“深度学习导论”教材。 | 2020-04-30T01:51:51Z |
| 55 | [python-fire](https://github.com/google/python-fire) | 16796 | 1029 | Python | 64 | Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object. | 2020-05-01T21:30:22Z |
| 56 | [Mask_RCNN](https://github.com/matterport/Mask_RCNN) | 16616 | 7912 | Python | 1400 | Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow | 2020-04-25T22:30:03Z |
| 57 | [airflow](https://github.com/apache/airflow) | 16609 | 6402 | Python | 454 | Apache Airflow - A platform to programmatically author, schedule, and monitor workflows | 2020-05-07T10:56:17Z |
| 58 | [pytorch-tutorial](https://github.com/yunjey/pytorch-tutorial) | 16509 | 5249 | Python | 60 | PyTorch Tutorial for Deep Learning Researchers | 2020-04-27T02:44:18Z |
| 59 | [spaCy](https://github.com/explosion/spaCy) | 16330 | 2902 | Python | 210 | 💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython | 2020-05-06T11:36:29Z |
| 60 | [ML-From-Scratch](https://github.com/eriklindernoren/ML-From-Scratch) | 15973 | 3127 | 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. | 2020-01-29T17:50:42Z |
| 61 | [glances](https://github.com/nicolargo/glances) | 15886 | 1045 | Python | 156 | Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems. | 2020-04-26T14:47:00Z |
| 62 | [black](https://github.com/psf/black) | 15871 | 922 | Python | 313 | The uncompromising Python code formatter | 2020-05-06T19:29:49Z |
| 63 | [macOS-Security-and-Privacy-Guide](https://github.com/drduh/macOS-Security-and-Privacy-Guide) | 15792 | 1127 | Python | 2 | Guide to securing and improving privacy on macOS | 2020-05-03T21:26:51Z |
| 64 | [ZeroNet](https://github.com/HelloZeroNet/ZeroNet) | 15663 | 2031 | Python | 648 | ZeroNet - Decentralized websites using Bitcoin crypto and BitTorrent network | 2020-05-04T11:39:09Z |
| 65 | [NLP-progress](https://github.com/sebastianruder/NLP-progress) | 15501 | 2626 | Python | 26 | 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. | 2020-05-05T10:46:39Z |
| 66 | [reddit](https://github.com/reddit-archive/reddit) | 15362 | 2825 | Python | 304 | historical code from reddit.com | 2017-10-17T19:57:07Z |
| 67 | [hosts](https://github.com/StevenBlack/hosts) | 15202 | 1369 | Python | 32 | Consolidating and Extending hosts files from several well-curated sources. You can optionally pick extensions to block Porn, Social Media, and other categories.. | 2020-05-06T19:08:06Z |
| 68 | [magenta](https://github.com/tensorflow/magenta) | 15020 | 3071 | Python | 250 | Magenta: Music and Art Generation with Machine Intelligence | 2020-05-06T22:12:45Z |
| 69 | [algo](https://github.com/wangzheng0822/algo) | 14943 | 4720 | Python | 103 | 数据结构和算法必知必会的50个代码实现 | 2020-05-01T17:13:09Z |
| 70 | [celery](https://github.com/celery/celery) | 14903 | 3674 | Python | 439 | Distributed Task Queue (development branch) | 2020-05-06T00:44:02Z |
| 71 | [PayloadsAllTheThings](https://github.com/swisskyrepo/PayloadsAllTheThings) | 14420 | 4593 | Python | 6 | A list of useful payloads and bypass for Web Application Security and Pentest/CTF | 2020-05-06T20:16:06Z |
| 72 | [tqdm](https://github.com/tqdm/tqdm) | 14382 | 741 | Python | 250 | A Fast, Extensible Progress Bar for Python and CLI | 2020-05-03T14:12:54Z |
| 73 | [TensorFlow-Course](https://github.com/machinelearningmindset/TensorFlow-Course) | 14374 | 2903 | Python | 0 | Simple and ready-to-use tutorials for TensorFlow  | 2020-04-21T03:17:40Z |
| 74 | [pyspider](https://github.com/binux/pyspider) | 14314 | 3480 | Python | 269 | A Powerful Spider(Web Crawler) System in Python. | 2020-02-29T20:14:01Z |
| 75 | [ipython](https://github.com/ipython/ipython) | 14164 | 3990 | Python | 1318 | Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc. | 2020-05-05T00:05:51Z |
| 76 | [wechat_jump_game](https://github.com/wangshub/wechat_jump_game) | 13914 | 4617 | Python | 30 | 微信《跳一跳》Python 辅助 | 2020-01-28T22:11:05Z |
| 77 | [Awesome-Linux-Software](https://github.com/luong-komorebi/Awesome-Linux-Software) | 13906 | 1430 | Python | 16 | A list of awesome applications, software, tools and other materials for Linux distros.  | 2020-05-06T16:35:09Z |
| 78 | [DeepFaceLab](https://github.com/iperov/DeepFaceLab) | 13839 | 3227 | Python | 61 | DeepFaceLab is the leading software for creating deepfakes. | 2020-05-06T15:21:27Z |
| 79 | [sanic](https://github.com/huge-success/sanic) | 13747 | 1271 | Python | 70 | Async Python 3.6+ web server/framework \| Build fast. Run fast. | 2020-05-07T01:58:43Z |
| 80 | [PySnooper](https://github.com/cool-RR/PySnooper) | 13422 | 846 | Python | 15 | Never use print for debugging again | 2020-05-06T16:13:07Z |
| 81 | [fastapi](https://github.com/tiangolo/fastapi) | 13402 | 867 | Python | 230 | FastAPI framework, high performance, easy to learn, fast to code, ready for production | 2020-05-07T06:01:52Z |
| 82 | [bokeh](https://github.com/bokeh/bokeh) | 13321 | 3359 | Python | 525 | Interactive Data Visualization in the browser, from  Python | 2020-05-07T09:01:46Z |
| 83 | [luigi](https://github.com/spotify/luigi) | 13263 | 2115 | Python | 61 | 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.  | 2020-05-07T04:51:09Z |
| 84 | [bitcoinbook](https://github.com/bitcoinbook/bitcoinbook) | 13241 | 3857 | Python | 56 | Mastering Bitcoin 2nd Edition - Programming the Open Blockchain | 2020-05-04T23:45:00Z |
| 85 | [nginx-proxy](https://github.com/nginx-proxy/nginx-proxy) | 13053 | 2354 | Python | 599 | Automated nginx proxy for Docker containers using docker-gen | 2020-05-01T14:57:01Z |
| 86 | [examples](https://github.com/pytorch/examples) | 12792 | 6034 | Python | 253 | A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc. | 2020-05-03T18:32:49Z |
| 87 | [locust](https://github.com/locustio/locust) | 12658 | 1797 | Python | 35 | Scalable user load testing tool written in Python | 2020-05-04T21:37:31Z |
| 88 | [python-cheatsheet](https://github.com/gto76/python-cheatsheet) | 12648 | 2544 | Python | 9 | Comprehensive Python Cheatsheet | 2020-04-30T03:24:12Z |
| 89 | [CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries) | 12588 | 1778 | Python | 43 | The OWASP Cheat Sheet Series was created to provide a concise collection of high value information on specific application security topics. | 2020-05-06T19:28:17Z |
| 90 | [fabric](https://github.com/fabric/fabric) | 12215 | 1806 | Python | 412 | Simple, Pythonic remote execution and deployment. | 2020-05-05T12:46:03Z |
| 91 | [wxpy](https://github.com/youfou/wxpy) | 12132 | 2133 | Python | 299 | 微信机器人 / 可能是最优雅的微信个人号 API ✨✨ | 2019-07-14T17:59:47Z |
| 92 | [dash](https://github.com/plotly/dash) | 11845 | 1199 | Python | 317 | Analytical Web Apps for Python, R, and Julia. No JavaScript Required. | 2020-05-07T05:50:34Z |
| 93 | [pytorch-CycleGAN-and-pix2pix](https://github.com/junyanz/pytorch-CycleGAN-and-pix2pix) | 11766 | 3448 | Python | 207 | Image-to-Image Translation in PyTorch | 2020-04-14T19:19:45Z |
| 94 | [gpt-2](https://github.com/openai/gpt-2) | 11625 | 2831 | Python | 95 | Code for the paper "Language Models are Unsupervised Multitask Learners" | 2020-02-18T00:22:20Z |
| 95 | [zulip](https://github.com/zulip/zulip) | 11620 | 3732 | Python | 1570 | Zulip server - powerful open source team chat | 2020-05-07T08:30:50Z |
| 96 | [awesome-python-login-model](https://github.com/Kr1s77/awesome-python-login-model) | 11529 | 2468 | Python | 70 | 😮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🌟 | 2019-11-24T15:08:59Z |
| 97 | [ray](https://github.com/ray-project/ray) | 11378 | 1703 | Python | 972 | A fast and simple framework for building and running distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library. | 2020-05-07T10:34:23Z |
| 98 | [matplotlib](https://github.com/matplotlib/matplotlib) | 11366 | 5034 | Python | 1636 | matplotlib: plotting with Python | 2020-05-07T10:24:03Z |
| 99 | [cascadia-code](https://github.com/microsoft/cascadia-code) | 11180 | 310 | Python | 35 | 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. | 2020-05-06T23:17:38Z |
| 100 | [spleeter](https://github.com/deezer/spleeter) | 11156 | 1035 | Python | 52 | Deezer source separation library including pretrained models. | 2020-05-07T09:05:37Z |