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) | 70147 | 13694 | Python | 469 | A curated list of awesome Python frameworks, libraries, software and resources | 2019-07-19T08:31:04Z |
| 2 | [system-design-primer](https://github.com/donnemartin/system-design-primer) | 69371 | 10812 | Python | 102 | Learn how to design large-scale systems. Prep for the system design interview.  Includes Anki flashcards. | 2019-07-18T15:53:00Z |
| 3 | [public-apis](https://github.com/public-apis/public-apis) | 59192 | 6254 | Python | 63 | A collective list of free APIs for use in software and web development. | 2019-07-16T11:23:47Z |
| 4 | [models](https://github.com/tensorflow/models) | 55509 | 34600 | Python | 1758 | Models and examples built with TensorFlow | 2019-07-20T02:20:56Z |
| 5 | [youtube-dl](https://github.com/ytdl-org/youtube-dl) | 52953 | 9222 | Python | 2886 | Command-line program to download videos from YouTube.com and other video sites | 2019-07-20T01:45:36Z |
| 6 | [flask](https://github.com/pallets/flask) | 45413 | 12734 | Python | 19 | The Python micro framework for building web applications. | 2019-07-18T05:14:32Z |
| 7 | [thefuck](https://github.com/nvbn/thefuck) | 44879 | 2227 | Python | 164 | Magnificent app which corrects your previous console command. | 2019-07-19T05:57:38Z |
| 8 | [django](https://github.com/django/django) | 42839 | 18427 | Python | 216 | The Web framework for perfectionists with deadlines. | 2019-07-19T21:39:10Z |
| 9 | [keras](https://github.com/keras-team/keras) | 42810 | 16309 | Python | 2479 | Deep Learning for humans | 2019-07-18T14:21:25Z |
| 10 | [httpie](https://github.com/jakubroztocil/httpie) | 42361 | 2791 | 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 | 2019-07-18T05:17:53Z |
| 11 | [awesome-machine-learning](https://github.com/josephmisiti/awesome-machine-learning) | 40891 | 10276 | Python | 2 | A curated list of awesome Machine Learning frameworks, libraries and software. | 2019-07-13T23:43:54Z |
| 12 | [requests](https://github.com/kennethreitz/requests) | 39423 | 7192 | Python | 247 | Python HTTP Requests for Humans™ ✨🍰✨ | 2019-07-19T15:46:51Z |
| 13 | [ansible](https://github.com/ansible/ansible) | 38429 | 16118 | Python | 5883 | 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/ | 2019-07-20T02:48:08Z |
| 14 | [scikit-learn](https://github.com/scikit-learn/scikit-learn) | 36169 | 17725 | Python | 1951 | scikit-learn: machine learning in Python | 2019-07-20T02:30:11Z |
| 15 | [scrapy](https://github.com/scrapy/scrapy) | 33650 | 7908 | Python | 758 | Scrapy, a fast high-level web crawling & scraping framework for Python. | 2019-07-20T02:39:51Z |
| 16 | [big-list-of-naughty-strings](https://github.com/minimaxir/big-list-of-naughty-strings) | 32845 | 1401 | Python | 74 | 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 |
| 17 | [shadowsocks](https://github.com/shadowsocks/shadowsocks) | 30830 | 18802 | Python | 448 | None | 2019-06-14T03:17:23Z |
| 18 | [XX-Net](https://github.com/XX-net/XX-Net) | 28265 | 7643 | Python | 7506 | a web proxy tool | 2019-07-15T10:24:42Z |
| 19 | [face_recognition](https://github.com/ageitgey/face_recognition) | 25666 | 6904 | Python | 344 | The world's simplest facial recognition api for Python and the command line | 2019-07-09T11:36:10Z |
| 20 | [cpython](https://github.com/python/cpython) | 25500 | 10719 | Python | 1024 | The Python programming language | 2019-07-20T01:17:57Z |
| 21 | [certbot](https://github.com/certbot/certbot) | 25364 | 2630 | Python | 548 | 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. | 2019-07-19T17:44:25Z |
| 22 | [Algorithm_Interview_Notes-Chinese](https://github.com/imhuay/Algorithm_Interview_Notes-Chinese) | 24625 | 7597 | Python | 26 | 2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记 | 2019-05-24T08:16:55Z |
| 23 | [CppCoreGuidelines](https://github.com/isocpp/CppCoreGuidelines) | 23541 | 3055 | Python | 138 | 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 |
| 24 | [Deep-Learning-Papers-Reading-Roadmap](https://github.com/floodsung/Deep-Learning-Papers-Reading-Roadmap) | 23512 | 5344 | Python | 75 | Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech! | 2019-05-19T16:02:00Z |
| 25 | [tldr](https://github.com/tldr-pages/tldr) | 23030 | 1717 | Python | 89 | :books: Simplified and community-driven man pages | 2019-07-19T18:48:46Z |
| 26 | [sentry](https://github.com/getsentry/sentry) | 21525 | 2466 | Python | 906 | Sentry is cross-platform application monitoring, with a focus on error reporting. | 2019-07-20T01:38:30Z |
| 27 | [python-patterns](https://github.com/faif/python-patterns) | 21325 | 4606 | Python | 10 | A collection of design patterns/idioms in Python | 2019-06-04T18:49:48Z |
| 28 | [Detectron](https://github.com/facebookresearch/Detectron) | 21119 | 4564 | Python | 253 | FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet. | 2019-05-31T18:21:06Z |
| 29 | [faceswap](https://github.com/deepfakes/faceswap) | 20939 | 6986 | Python | 10 | Deepfakes Software For All | 2019-07-20T02:39:01Z |
| 30 | [pandas](https://github.com/pandas-dev/pandas) | 20414 | 8069 | Python | 3097 | Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more | 2019-07-20T02:53:40Z |
| 31 | [linux-insides](https://github.com/0xAX/linux-insides) | 19913 | 2138 | Python | 31 | A little bit about a linux kernel | 2019-07-14T17:49:45Z |
| 32 | [YouCompleteMe](https://github.com/ycm-core/YouCompleteMe) | 19397 | 2196 | Python | 51 | A code-completion engine for Vim | 2019-07-15T21:06:03Z |
| 33 | [jieba](https://github.com/fxsjy/jieba) | 19396 | 5030 | Python | 482 | 结巴中文分词 | 2019-07-04T15:39:46Z |
| 34 | [ItChat](https://github.com/littlecodersh/ItChat) | 17995 | 4158 | 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。 | 2019-07-16T04:19:48Z |
| 35 | [localstack](https://github.com/localstack/localstack) | 17853 | 1255 | Python | 449 | 💻  A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline! | 2019-07-18T20:01:57Z |
| 36 | [pipenv](https://github.com/pypa/pipenv) | 17741 | 1307 | Python | 277 |  Python Development Workflow for Humans. | 2019-07-18T16:23:01Z |
| 37 | [interactive-coding-challenges](https://github.com/donnemartin/interactive-coding-challenges) | 17604 | 2614 | Python | 42 | 120+ interactive Python coding interview challenges (algorithms and data structures).  Includes Anki flashcards. | 2019-05-17T09:22:54Z |
| 38 | [gym](https://github.com/openai/gym) | 17470 | 4744 | Python | 170 | A toolkit for developing and comparing reinforcement learning algorithms. | 2019-07-19T21:37:59Z |
| 39 | [AiLearning](https://github.com/apachecn/AiLearning) | 17144 | 6065 | 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 |
| 40 | [cheat.sh](https://github.com/chubin/cheat.sh) | 16803 | 806 | Python | 41 | the only cheat sheet you need | 2019-07-13T18:34:37Z |
| 41 | [bert](https://github.com/google-research/bert) | 16773 | 4194 | Python | 441 | TensorFlow code and pre-trained models for BERT | 2019-07-18T11:32:55Z |
| 42 | [compose](https://github.com/docker/compose) | 16751 | 2576 | Python | 501 | Define and run multi-container applications with Docker | 2019-07-19T14:35:23Z |
| 43 | [data-science-ipython-notebooks](https://github.com/donnemartin/data-science-ipython-notebooks) | 16039 | 4915 | 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 |
| 44 | [mitmproxy](https://github.com/mitmproxy/mitmproxy) | 15657 | 2016 | Python | 261 | An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers. | 2019-07-18T22:40:16Z |
| 45 | [algorithms](https://github.com/keon/algorithms) | 15427 | 2911 | Python | 54 | Minimal examples of data structures and algorithms in Python | 2019-07-03T22:43:56Z |
| 46 | [wtfpython](https://github.com/satwikkansal/wtfpython) | 15245 | 1442 | Python | 17 | A collection of surprising Python snippets and lesser-known features. | 2019-07-13T17:11:41Z |
| 47 | [reddit](https://github.com/reddit-archive/reddit) | 15051 | 2761 | Python | 304 | historical code from reddit.com | 2017-10-17T19:57:07Z |
| 48 | [macOS-Security-and-Privacy-Guide](https://github.com/drduh/macOS-Security-and-Privacy-Guide) | 14948 | 1049 | Python | 4 | Guide to securing and improving privacy on macOS | 2019-05-21T03:52:04Z |
| 49 | [django-rest-framework](https://github.com/encode/django-rest-framework) | 14806 | 4365 | Python | 176 | Web APIs for Django. ⚡️ | 2019-07-19T06:09:05Z |
| 50 | [chinese-poetry](https://github.com/chinese-poetry/chinese-poetry) | 14723 | 2590 | Python | 29 | 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 |
| 51 | [sqlmap](https://github.com/sqlmapproject/sqlmap) | 14673 | 3178 | Python | 44 | Automatic SQL injection and database takeover tool | 2019-07-19T10:24:40Z |
| 52 | [python-fire](https://github.com/google/python-fire) | 14484 | 862 | Python | 59 | Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object. | 2019-07-11T16:56:24Z |
| 53 | [HelloGitHub](https://github.com/521xueweihan/HelloGitHub) | 14199 | 1556 | Python | 47 | :octocat: Find pearls on open-source seashore 分享 GitHub 上有趣、入门级的开源项目 | 2019-07-17T02:51:34Z |
| 54 | [ZeroNet](https://github.com/HelloZeroNet/ZeroNet) | 14084 | 1823 | Python | 567 | ZeroNet - Decentralized websites using Bitcoin crypto and BitTorrent network | 2019-07-18T01:34:17Z |
| 55 | [wechat_jump_game](https://github.com/wangshub/wechat_jump_game) | 13924 | 4681 | Python | 25 | 微信《跳一跳》Python 辅助 | 2018-08-03T00:44:49Z |
| 56 | [spaCy](https://github.com/explosion/spaCy) | 13895 | 2398 | Python | 172 | 💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython | 2019-07-19T11:08:37Z |
| 57 | [algo](https://github.com/trailofbits/algo) | 13849 | 1217 | Python | 45 | Set up a personal IPSEC VPN in the cloud | 2019-07-19T04:54:40Z |
| 58 | [glances](https://github.com/nicolargo/glances) | 13841 | 944 | Python | 108 | Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems. | 2019-07-17T15:54:22Z |
| 59 | [ipython](https://github.com/ipython/ipython) | 13664 | 3847 | Python | 1190 | Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc. | 2019-07-16T01:55:37Z |
| 60 | [magenta](https://github.com/tensorflow/magenta) | 13574 | 2692 | Python | 205 | Magenta: Music and Art Generation with Machine Intelligence | 2019-07-19T08:54:07Z |
| 61 | [pyspider](https://github.com/binux/pyspider) | 13392 | 3295 | Python | 240 | A Powerful Spider(Web Crawler) System in Python. | 2019-07-17T09:46:43Z |
| 62 | [redash](https://github.com/getredash/redash) | 13184 | 2185 | Python | 460 | Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data. | 2019-07-19T15:30:45Z |
| 63 | [airflow](https://github.com/apache/airflow) | 13121 | 4801 | Python | 310 | Apache Airflow | 2019-07-20T01:03:12Z |
| 64 | [Mask_RCNN](https://github.com/matterport/Mask_RCNN) | 13111 | 5831 | Python | 1012 | Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow | 2019-07-17T10:19:40Z |
| 65 | [hosts](https://github.com/StevenBlack/hosts) | 13083 | 1151 | 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 |
| 66 | [celery](https://github.com/celery/celery) | 12989 | 3339 | Python | 331 | Distributed Task Queue (development branch) | 2019-07-19T09:07:49Z |
| 67 | [TensorFlow-Course](https://github.com/machinelearningmindset/TensorFlow-Course) | 12653 | 2433 | Python | 1 | Simple and ready-to-use tutorials for TensorFlow  | 2019-05-16T05:36:38Z |
| 68 | [sanic](https://github.com/huge-success/sanic) | 12429 | 1165 | Python | 42 | Async Python 3.6+ web server/framework \| Build fast. Run fast. | 2019-07-19T03:28:28Z |
| 69 | [pytorch-tutorial](https://github.com/yunjey/pytorch-tutorial) | 12411 | 3822 | Python | 48 | PyTorch Tutorial for Deep Learning Researchers | 2019-07-12T13:02:07Z |
| 70 | [PySnooper](https://github.com/cool-RR/PySnooper) | 12194 | 750 | Python | 12 | Never use print for debugging again | 2019-07-19T11:47:34Z |
| 71 | [bitcoinbook](https://github.com/bitcoinbook/bitcoinbook) | 12072 | 3506 | Python | 77 | Mastering Bitcoin 2nd Edition - Programming the Open Blockchain | 2019-06-29T05:14:47Z |
| 72 | [luigi](https://github.com/spotify/luigi) | 11923 | 1970 | Python | 47 | 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.  | 2019-07-19T11:04:08Z |
| 73 | [Python](https://github.com/geekcomputers/Python) | 11835 | 6596 | Python | 87 | My Python Examples | 2019-07-19T21:25:49Z |
| 74 | [ML-From-Scratch](https://github.com/eriklindernoren/ML-From-Scratch) | 11721 | 2131 | 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 |
| 75 | [manim](https://github.com/3b1b/manim) | 11517 | 1304 | Python | 86 | Animation engine for explanatory math videos | 2019-07-19T19:23:39Z |
| 76 | [fabric](https://github.com/fabric/fabric) | 11466 | 1732 | Python | 349 | Simple, Pythonic remote execution and deployment. | 2019-07-08T06:26:26Z |
| 77 | [black](https://github.com/python/black) | 11463 | 589 | Python | 181 | The uncompromising Python code formatter | 2019-07-19T16:35:34Z |
| 78 | [Awesome-Linux-Software](https://github.com/luong-komorebi/Awesome-Linux-Software) | 11328 | 1056 | Python | 14 | A list of awesome applications, software, tools and other materials for Linux distros.  | 2019-07-19T07:19:37Z |
| 79 | [NLP-progress](https://github.com/sebastianruder/NLP-progress) | 11247 | 1862 | 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. | 2019-07-17T18:11:19Z |
| 80 | [nginx-proxy](https://github.com/jwilder/nginx-proxy) | 11215 | 2070 | Python | 537 | Automated nginx proxy for Docker containers using docker-gen | 2019-07-08T19:47:17Z |
| 81 | [bokeh](https://github.com/bokeh/bokeh) | 10935 | 2770 | Python | 404 | Interactive Data Visualization in the browser, from  Python | 2019-07-20T01:34:43Z |
| 82 | [material-theme](https://github.com/equinusocio/material-theme) | 10921 | 789 | Python | 5 | Material Theme, the most epic theme for Sublime Text 3 by Mattia Astorino | 2019-07-11T00:28:54Z |
| 83 | [tqdm](https://github.com/tqdm/tqdm) | 10840 | 575 | Python | 211 | A Fast, Extensible Progress Bar for Python and CLI | 2019-07-19T10:11:42Z |
| 84 | [awesome-algorithm](https://github.com/apachecn/awesome-algorithm) | 10583 | 2151 | Python | 2 | 项目永久冻结，迁移至新地址： | 2019-07-17T07:48:02Z |
| 85 | [d2l-zh](https://github.com/d2l-ai/d2l-zh) | 10563 | 2699 | 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。 | 2019-07-19T23:40:38Z |
| 86 | [locust](https://github.com/locustio/locust) | 10501 | 1512 | Python | 180 | Scalable user load testing tool written in Python | 2019-07-12T06:32:21Z |
| 87 | [zulip](https://github.com/zulip/zulip) | 10120 | 3116 | Python | 1342 | Zulip server - powerful open source team chat | 2019-07-20T01:33:53Z |
| 88 | [salt](https://github.com/saltstack/salt) | 10095 | 4596 | Python | 2644 | Software to automate the management and configuration of any infrastructure or application at scale. Get access to the Salt software package repository here:  | 2019-07-19T23:56:50Z |
| 89 | [cookiecutter](https://github.com/cookiecutter/cookiecutter) | 9910 | 1086 | Python | 204 | A command-line utility that creates projects from cookiecutters (project templates). E.g. Python package projects, jQuery plugin projects. | 2019-07-17T00:49:48Z |
| 90 | [requests-html](https://github.com/oldani/requests-html) | 9907 | 600 | Python | 63 | Pythonic HTML Parsing for Humans™ | 2019-05-31T17:23:28Z |
| 91 | [autojump](https://github.com/wting/autojump) | 9856 | 486 | Python | 153 | A cd command that learns - easily navigate directories from the command line | 2019-07-15T15:15:30Z |
| 92 | [FastPhotoStyle](https://github.com/NVIDIA/FastPhotoStyle) | 9734 | 949 | Python | 38 | Style transfer, deep learning, feature transform | 2019-05-14T09:40:36Z |
| 93 | [matplotlib](https://github.com/matplotlib/matplotlib) | 9618 | 4321 | Python | 1490 | matplotlib: plotting with Python | 2019-07-19T22:04:18Z |
| 94 | [neural-networks-and-deep-learning](https://github.com/mnielsen/neural-networks-and-deep-learning) | 9571 | 4659 | Python | 6 | Code samples for my book "Neural Networks and Deep Learning" | 2019-05-09T10:58:46Z |
| 95 | [gensim](https://github.com/RaRe-Technologies/gensim) | 9560 | 3480 | Python | 242 | Topic Modelling for Humans | 2019-07-09T00:37:51Z |
| 96 | [kivy](https://github.com/kivy/kivy) | 9555 | 2132 | Python | 644 | Open source UI framework written in Python, running on Windows, Linux, macOS, Android and iOS | 2019-07-19T23:00:53Z |
| 97 | [yapf](https://github.com/google/yapf) | 9500 | 652 | Python | 230 | A formatter for Python files | 2019-07-19T18:16:43Z |
| 98 | [Zappa](https://github.com/Miserlou/Zappa) | 9428 | 1020 | Python | 572 | Serverless Python | 2019-07-16T14:56:21Z |
| 99 | [examples](https://github.com/pytorch/examples) | 9419 | 4388 | Python | 176 | A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc. | 2019-07-18T20:01:08Z |
| 100 | [neural-enhance](https://github.com/alexjc/neural-enhance) | 9350 | 1024 | Python | 120 | Super Resolution for images using deep learning. | 2018-01-25T05:01:58Z |