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 | [awesome-python](https://github.com/vinta/awesome-python) | 69986 | 13649 | Python | 468 | A curated list of awesome Python frameworks, libraries, software and resources | 2019-07-09T05:18:13Z |
| 2 | [system-design-primer](https://github.com/donnemartin/system-design-primer) | 69124 | 10739 | Python | 101 | Learn how to design large-scale systems. Prep for the system design interview.  Includes Anki flashcards. | 2019-07-13T12:42:44Z |
| 3 | [public-apis](https://github.com/public-apis/public-apis) | 58978 | 6231 | Python | 64 | A collective list of free APIs for use in software and web development. | 2019-07-15T11:34:13Z |
| 4 | [models](https://github.com/tensorflow/models) | 55298 | 34470 | Python | 1744 | Models and examples built with TensorFlow | 2019-07-15T23:45:59Z |
| 5 | [youtube-dl](https://github.com/ytdl-org/youtube-dl) | 52719 | 9190 | Python | 2888 | Command-line program to download videos from YouTube.com and other video sites | 2019-07-16T02:17:18Z |
| 6 | [flask](https://github.com/pallets/flask) | 45329 | 12713 | Python | 16 | The Python micro framework for building web applications. | 2019-07-10T19:45:42Z |
| 7 | [thefuck](https://github.com/nvbn/thefuck) | 44804 | 2224 | Python | 162 | Magnificent app which corrects your previous console command. | 2019-07-12T11:23:25Z |
| 8 | [django](https://github.com/django/django) | 42743 | 18400 | Python | 218 | The Web framework for perfectionists with deadlines. | 2019-07-15T18:21:12Z |
| 9 | [httpie](https://github.com/jakubroztocil/httpie) | 42312 | 2783 | Python | 159 | 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 | 2019-06-24T10:36:17Z |
| 10 | [awesome-machine-learning](https://github.com/josephmisiti/awesome-machine-learning) | 40826 | 10256 | Python | 2 | A curated list of awesome Machine Learning frameworks, libraries and software. | 2019-07-13T23:43:54Z |
| 11 | [requests](https://github.com/kennethreitz/requests) | 39341 | 7177 | Python | 248 | Python HTTP Requests for Humans™ ✨🍰✨ | 2019-07-15T17:40:30Z |
| 12 | [ansible](https://github.com/ansible/ansible) | 38342 | 16080 | Python | 5887 | 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/ | 2019-07-16T02:42:19Z |
| 13 | [scikit-learn](https://github.com/scikit-learn/scikit-learn) | 36080 | 17684 | Python | 1963 | scikit-learn: machine learning in Python | 2019-07-16T00:34:49Z |
| 14 | [scrapy](https://github.com/scrapy/scrapy) | 33593 | 7897 | Python | 758 | Scrapy, a fast high-level web crawling & scraping framework for Python. | 2019-07-15T18:10:16Z |
| 15 | [big-list-of-naughty-strings](https://github.com/minimaxir/big-list-of-naughty-strings) | 32808 | 1398 | 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. | 2019-07-07T07:05:31Z |
| 16 | [shadowsocks](https://github.com/shadowsocks/shadowsocks) | 30795 | 18787 | Python | 448 | None | 2019-06-14T03:17:23Z |
| 17 | [XX-Net](https://github.com/XX-net/XX-Net) | 28238 | 7633 | Python | 7555 | a web proxy tool | 2019-07-15T10:24:42Z |
| 18 | [face_recognition](https://github.com/ageitgey/face_recognition) | 25545 | 6858 | Python | 344 | The world's simplest facial recognition api for Python and the command line | 2019-07-09T11:36:10Z |
| 19 | [cpython](https://github.com/python/cpython) | 25410 | 10648 | Python | 1002 | The Python programming language | 2019-07-16T02:29:43Z |
| 20 | [certbot](https://github.com/certbot/certbot) | 25340 | 2625 | Python | 549 | 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. | 2019-07-15T23:52:16Z |
| 21 | [CppCoreGuidelines](https://github.com/isocpp/CppCoreGuidelines) | 23505 | 3051 | Python | 137 | The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++ | 2019-07-09T21:07:34Z |
| 22 | [Deep-Learning-Papers-Reading-Roadmap](https://github.com/floodsung/Deep-Learning-Papers-Reading-Roadmap) | 23477 | 5343 | Python | 75 | Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech! | 2019-05-19T16:02:00Z |
| 23 | [tldr](https://github.com/tldr-pages/tldr) | 22986 | 1708 | Python | 88 | :books: Simplified and community-driven man pages | 2019-07-16T00:24:03Z |
| 24 | [sentry](https://github.com/getsentry/sentry) | 21459 | 2458 | Python | 904 | Sentry is cross-platform application monitoring, with a focus on error reporting. | 2019-07-16T02:08:36Z |
| 25 | [python-patterns](https://github.com/faif/python-patterns) | 21259 | 4590 | Python | 10 | A collection of design patterns/idioms in Python | 2019-06-04T18:49:48Z |
| 26 | [Detectron](https://github.com/facebookresearch/Detectron) | 21057 | 4545 | Python | 252 | FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet. | 2019-05-31T18:21:06Z |
| 27 | [faceswap](https://github.com/deepfakes/faceswap) | 20750 | 6904 | Python | 6 | Deepfakes Software For All | 2019-07-15T15:51:10Z |
| 28 | [pandas](https://github.com/pandas-dev/pandas) | 20346 | 8040 | Python | 3075 | Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more | 2019-07-16T02:59:17Z |
| 29 | [linux-insides](https://github.com/0xAX/linux-insides) | 19899 | 2136 | Python | 31 | A little bit about a linux kernel | 2019-07-14T17:49:45Z |
| 30 | [YouCompleteMe](https://github.com/ycm-core/YouCompleteMe) | 19365 | 2178 | Python | 51 | A code-completion engine for Vim | 2019-07-15T21:06:03Z |
| 31 | [jieba](https://github.com/fxsjy/jieba) | 19328 | 5017 | Python | 482 | 结巴中文分词 | 2019-07-04T15:39:46Z |
| 32 | [ItChat](https://github.com/littlecodersh/ItChat) | 17922 | 4148 | Python | 193 | 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。 | 2019-06-30T06:59:17Z |
| 33 | [localstack](https://github.com/localstack/localstack) | 17784 | 1249 | Python | 447 | 💻  A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline! | 2019-07-14T23:21:50Z |
| 34 | [interactive-coding-challenges](https://github.com/donnemartin/interactive-coding-challenges) | 17581 | 2606 | Python | 42 | 120+ interactive Python coding interview challenges (algorithms and data structures).  Includes Anki flashcards. | 2019-05-17T09:22:54Z |
| 35 | [gym](https://github.com/openai/gym) | 17430 | 4722 | Python | 172 | A toolkit for developing and comparing reinforcement learning algorithms. | 2019-07-15T22:41:22Z |
| 36 | [AiLearning](https://github.com/apachecn/AiLearning) | 16926 | 5972 | Python | 26 | AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP | 2019-07-03T11:28:47Z |
| 37 | [cheat.sh](https://github.com/chubin/cheat.sh) | 16752 | 803 | Python | 40 | the only cheat sheet you need | 2019-07-13T18:34:37Z |
| 38 | [compose](https://github.com/docker/compose) | 16698 | 2570 | Python | 500 | Define and run multi-container applications with Docker | 2019-07-15T17:02:57Z |
| 39 | [bert](https://github.com/google-research/bert) | 16628 | 4146 | Python | 432 | TensorFlow code and pre-trained models for BERT | 2019-07-16T01:40:49Z |
| 40 | [data-science-ipython-notebooks](https://github.com/donnemartin/data-science-ipython-notebooks) | 16022 | 4903 | Python | 8 | 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. | 2019-04-10T10:46:55Z |
| 41 | [mitmproxy](https://github.com/mitmproxy/mitmproxy) | 15599 | 2013 | Python | 274 | An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers. | 2019-07-12T20:57:08Z |
| 42 | [algorithms](https://github.com/keon/algorithms) | 15407 | 2900 | Python | 54 | Minimal examples of data structures and algorithms in Python | 2019-07-03T22:43:56Z |
| 43 | [wtfpython](https://github.com/satwikkansal/wtfpython) | 15196 | 1442 | Python | 17 | A collection of surprising Python snippets and lesser-known features. | 2019-07-13T17:11:41Z |
| 44 | [reddit](https://github.com/reddit-archive/reddit) | 15047 | 2764 | Python | 304 | historical code from reddit.com | 2017-10-17T19:57:07Z |
| 45 | [macOS-Security-and-Privacy-Guide](https://github.com/drduh/macOS-Security-and-Privacy-Guide) | 14940 | 1049 | Python | 4 | Guide to securing and improving privacy on macOS | 2019-05-21T03:52:04Z |
| 46 | [sqlmap](https://github.com/sqlmapproject/sqlmap) | 14633 | 3164 | Python | 40 | Automatic SQL injection and database takeover tool | 2019-07-15T11:08:28Z |
| 47 | [chinese-poetry](https://github.com/chinese-poetry/chinese-poetry) | 14491 | 2548 | Python | 28 | 最全中华古诗词数据库,  唐宋两朝近一万四千古诗人,  接近5.5万首唐诗加26万宋诗.  两宋时期1564位词人，21050首词。   | 2019-06-17T01:21:51Z |
| 48 | [python-fire](https://github.com/google/python-fire) | 14456 | 858 | Python | 57 | Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object. | 2019-07-11T16:56:24Z |
| 49 | [HelloGitHub](https://github.com/521xueweihan/HelloGitHub) | 14143 | 1545 | Python | 46 | :octocat: 分享 GitHub 上有趣、入门级的开源项目 | 2019-07-14T09:51:00Z |
| 50 | [ZeroNet](https://github.com/HelloZeroNet/ZeroNet) | 14068 | 1820 | Python | 572 | ZeroNet - Decentralized websites using Bitcoin crypto and BitTorrent network | 2019-07-15T08:59:04Z |
| 51 | [wechat_jump_game](https://github.com/wangshub/wechat_jump_game) | 13923 | 4686 | Python | 25 | 微信《跳一跳》Python 辅助 | 2018-08-03T00:44:49Z |
| 52 | [glances](https://github.com/nicolargo/glances) | 13820 | 942 | Python | 115 | Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems. | 2019-07-14T22:40:35Z |
| 53 | [algo](https://github.com/trailofbits/algo) | 13819 | 1215 | Python | 41 | Set up a personal IPSEC VPN in the cloud | 2019-07-15T19:09:33Z |
| 54 | [ipython](https://github.com/ipython/ipython) | 13660 | 3842 | Python | 1194 | Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc. | 2019-07-16T01:55:37Z |
| 55 | [magenta](https://github.com/tensorflow/magenta) | 13552 | 2683 | Python | 205 | Magenta: Music and Art Generation with Machine Intelligence | 2019-07-15T22:14:03Z |
| 56 | [redash](https://github.com/getredash/redash) | 13153 | 2183 | Python | 466 | Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data. | 2019-07-16T01:03:01Z |
| 57 | [hosts](https://github.com/StevenBlack/hosts) | 13054 | 1149 | Python | 52 | Extending and consolidating hosts files from several well-curated sources like adaway.org, mvps.org, malwaredomainlist.com, someonewhocares.org, and potentially others.  You can optionally invoke extensions to block additional sites by category.  | 2019-07-15T21:10:36Z |
| 58 | [airflow](https://github.com/apache/airflow) | 13049 | 4764 | Python | 312 | Apache Airflow | 2019-07-16T01:32:52Z |
| 59 | [Mask_RCNN](https://github.com/matterport/Mask_RCNN) | 13038 | 5783 | Python | 1000 | Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow | 2019-07-13T20:40:40Z |
| 60 | [sanic](https://github.com/huge-success/sanic) | 12404 | 1159 | Python | 40 | Async Python 3.6+ web server/framework \| Build fast. Run fast. | 2019-07-16T00:37:50Z |
| 61 | [pytorch-tutorial](https://github.com/yunjey/pytorch-tutorial) | 12334 | 3795 | Python | 48 | PyTorch Tutorial for Deep Learning Researchers | 2019-07-12T13:02:07Z |
| 62 | [PySnooper](https://github.com/cool-RR/PySnooper) | 12152 | 748 | Python | 13 | Never use print for debugging again | 2019-07-11T17:31:00Z |
| 63 | [bitcoinbook](https://github.com/bitcoinbook/bitcoinbook) | 12053 | 3505 | Python | 77 | Mastering Bitcoin 2nd Edition - Programming the Open Blockchain | 2019-06-29T05:14:47Z |
| 64 | [Python](https://github.com/geekcomputers/Python) | 11777 | 6571 | Python | 83 | My Python Examples | 2019-07-15T03:51:29Z |
| 65 | [ML-From-Scratch](https://github.com/eriklindernoren/ML-From-Scratch) | 11703 | 2128 | Python | 12 | 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. | 2019-07-11T16:20:06Z |
| 66 | [fabric](https://github.com/fabric/fabric) | 11451 | 1733 | Python | 348 | Simple, Pythonic remote execution and deployment. | 2019-07-08T06:26:26Z |
| 67 | [manim](https://github.com/3b1b/manim) | 11421 | 1297 | Python | 81 | Animation engine for explanatory math videos | 2019-07-14T05:28:01Z |
| 68 | [Awesome-Linux-Software](https://github.com/luong-komorebi/Awesome-Linux-Software) | 11320 | 1056 | Python | 15 | A list of awesome applications, software, tools and other materials for Linux distros.  | 2019-07-06T12:05:43Z |
| 69 | [nginx-proxy](https://github.com/jwilder/nginx-proxy) | 11183 | 2070 | Python | 538 | Automated nginx proxy for Docker containers using docker-gen | 2019-07-08T19:47:17Z |
| 70 | [NLP-progress](https://github.com/sebastianruder/NLP-progress) | 11150 | 1838 | Python | 18 | 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. | 2019-07-15T21:47:17Z |
| 71 | [material-theme](https://github.com/equinusocio/material-theme) | 10921 | 791 | Python | 5 | Material Theme, the most epic theme for Sublime Text 3 by Mattia Astorino | 2019-07-11T00:28:54Z |
| 72 | [bokeh](https://github.com/bokeh/bokeh) | 10831 | 2746 | Python | 418 | Interactive Web Plotting for Python | 2019-07-15T23:14:04Z |
| 73 | [tqdm](https://github.com/tqdm/tqdm) | 10776 | 570 | Python | 205 | A Fast, Extensible Progress Bar for Python and CLI | 2019-07-14T14:28:13Z |
| 74 | [awesome-algorithm](https://github.com/apachecn/awesome-algorithm) | 10596 | 2144 | Python | 3 | 项目暂时冻结，本周会给大家一个答复 | 2019-06-30T02:18:30Z |
| 75 | [locust](https://github.com/locustio/locust) | 10465 | 1508 | Python | 181 | Scalable user load testing tool written in Python | 2019-07-12T06:32:21Z |
| 76 | [d2l-zh](https://github.com/d2l-ai/d2l-zh) | 10427 | 2655 | Python | 3 | 《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（STAT 157）”教材。 | 2019-07-12T19:06:52Z |
| 77 | [zulip](https://github.com/zulip/zulip) | 10102 | 3112 | Python | 1338 | Zulip server - powerful open source team chat | 2019-07-16T00:38:27Z |
| 78 | [cookiecutter](https://github.com/cookiecutter/cookiecutter) | 9882 | 1087 | Python | 203 | A command-line utility that creates projects from cookiecutters (project templates). E.g. Python package projects, jQuery plugin projects. | 2019-07-15T10:06:51Z |
| 79 | [requests-html](https://github.com/kennethreitz/requests-html) | 9852 | 598 | Python | 60 | Pythonic HTML Parsing for Humans™ | 2019-05-31T17:23:28Z |
| 80 | [autojump](https://github.com/wting/autojump) | 9840 | 486 | Python | 154 | A cd command that learns - easily navigate directories from the command line | 2019-07-15T15:15:30Z |
| 81 | [FastPhotoStyle](https://github.com/NVIDIA/FastPhotoStyle) | 9725 | 948 | Python | 38 | Style transfer, deep learning, feature transform | 2019-05-14T09:40:36Z |
| 82 | [matplotlib](https://github.com/matplotlib/matplotlib) | 9598 | 4318 | Python | 1523 | matplotlib: plotting with Python | 2019-07-16T00:54:16Z |
| 83 | [neural-networks-and-deep-learning](https://github.com/mnielsen/neural-networks-and-deep-learning) | 9545 | 4656 | Python | 6 | Code samples for my book "Neural Networks and Deep Learning" | 2019-05-09T10:58:46Z |
| 84 | [gensim](https://github.com/RaRe-Technologies/gensim) | 9534 | 3473 | Python | 243 | Topic Modelling for Humans | 2019-07-09T00:37:51Z |
| 85 | [kivy](https://github.com/kivy/kivy) | 9530 | 2127 | Python | 636 | Open source UI framework written in Python, running on Windows, Linux, macOS, Android and iOS | 2019-07-14T05:34:12Z |
| 86 | [yapf](https://github.com/google/yapf) | 9475 | 651 | Python | 232 | A formatter for Python files | 2019-07-12T07:35:09Z |
| 87 | [examples](https://github.com/pytorch/examples) | 9372 | 4365 | Python | 175 | A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc. | 2019-07-13T01:19:43Z |
| 88 | [neural-enhance](https://github.com/alexjc/neural-enhance) | 9339 | 1023 | Python | 120 | Super Resolution for images using deep learning. | 2018-01-25T05:01:58Z |
| 89 | [game-programmer](https://github.com/miloyip/game-programmer) | 9169 | 1102 | Python | 17 | A Study Path for Game Programmer | 2019-04-30T01:30:36Z |
| 90 | [tflearn](https://github.com/tflearn/tflearn) | 9162 | 2316 | Python | 557 | Deep learning library featuring a higher-level API for TensorFlow. | 2019-04-12T10:05:38Z |
| 91 | [zipline](https://github.com/quantopian/zipline) | 9150 | 2798 | Python | 309 | Zipline, a Pythonic Algorithmic Trading Library | 2019-07-16T00:05:59Z |
| 92 | [sshuttle](https://github.com/apenwarr/sshuttle) | 8997 | 672 | Python | 22 | Wrong project!  You should head over to http://github.com/sshuttle/sshuttle | 2018-02-15T13:16:12Z |
| 93 | [ChromeAppHeroes](https://github.com/zhaoolee/ChromeAppHeroes) | 8991 | 750 | Python | 3 | 🌈谷粒-Chrome插件英雄榜, 为优秀的Chrome插件写一本中文说明书, 让Chrome插件英雄们造福人类~  ChromePluginHeroes, Write a Chinese manual for the excellent Chrome plugin, let the Chrome plugin heroes benefit the human~ | 2019-07-13T11:39:45Z |
| 94 | [RocAlphaGo](https://github.com/Rochester-NRT/RocAlphaGo) | 8931 | 2483 | Python | 30 | An independent, student-led replication of DeepMind's 2016 Nature publication, "Mastering the game of Go with deep neural networks and tree search" (Nature 529, 484-489, 28 Jan 2016), details of which can be found on their website https://deepmind.com/publications.html. | 2018-06-09T13:55:11Z |
| 95 | [pelican](https://github.com/getpelican/pelican) | 8904 | 1582 | Python | 143 | Static site generator that supports Markdown and reST syntax. Powered by Python. | 2019-07-14T15:45:59Z |
| 96 | [pytorch-CycleGAN-and-pix2pix](https://github.com/junyanz/pytorch-CycleGAN-and-pix2pix) | 8874 | 2418 | Python | 83 | Image-to-image translation in PyTorch (e.g., horse2zebra, edges2cats, and more) | 2019-07-13T23:54:37Z |
| 97 | [Theano](https://github.com/Theano/Theano) | 8836 | 2491 | Python | 656 | Theano is a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. It can use GPUs and perform efficient symbolic differentiation. | 2019-06-01T05:33:19Z |
| 98 | [mackup](https://github.com/lra/mackup) | 8798 | 699 | Python | 281 | Keep your application settings in sync (OS X/Linux) | 2019-07-14T01:13:53Z |
| 99 | [beets](https://github.com/beetbox/beets) | 8767 | 1522 | Python | 613 | music library manager and MusicBrainz tagger | 2019-07-15T20:31:11Z |
| 100 | [awesome-python-login-model](https://github.com/CriseLYJ/awesome-python-login-model) | 8747 | 1676 | Python | 52 | 😮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🌟 | 2019-07-07T09:18:43Z |