[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) | 67318 | 13050 | Python | 496 | A curated list of awesome Python frameworks, libraries, software and resources | 2019-05-12T15:46:09Z |
| 2 | [system-design-primer](https://github.com/donnemartin/system-design-primer) | 63032 | 9530 | Python | 84 | Learn how to design large-scale systems. Prep for the system design interview.  Includes Anki flashcards. | 2019-05-14T01:56:37Z |
| 3 | [public-apis](https://github.com/toddmotto/public-apis) | 56917 | 5924 | Python | 50 | A collective list of free APIs for use in software and web development. | 2019-05-14T12:34:41Z |
| 4 | [models](https://github.com/tensorflow/models) | 52676 | 32595 | Python | 1631 | Models and examples built with TensorFlow | 2019-05-15T01:59:13Z |
| 5 | [youtube-dl](https://github.com/ytdl-org/youtube-dl) | 50403 | 8739 | Python | 2840 | Command-line program to download videos from YouTube.com and other video sites | 2019-05-14T22:55:45Z |
| 6 | [flask](https://github.com/pallets/flask) | 44050 | 12385 | Python | 84 | The Python micro framework for building web applications. | 2019-05-14T23:35:15Z |
| 7 | [thefuck](https://github.com/nvbn/thefuck) | 43709 | 2180 | Python | 163 | Magnificent app which corrects your previous console command. | 2019-05-09T16:15:05Z |
| 8 | [django](https://github.com/django/django) | 41546 | 17873 | Python | 237 | The Web framework for perfectionists with deadlines. | 2019-05-14T17:46:14Z |
| 9 | [httpie](https://github.com/jakubroztocil/httpie) | 41139 | 2712 | Python | 160 | 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 | 2019-04-30T11:05:41Z |
| 10 | [keras](https://github.com/keras-team/keras) | 41126 | 15655 | Python | 2381 | Deep Learning for humans | 2019-05-14T20:34:59Z |
| 11 | [awesome-machine-learning](https://github.com/josephmisiti/awesome-machine-learning) | 39804 | 9930 | Python | 1 | A curated list of awesome Machine Learning frameworks, libraries and software. | 2019-05-10T19:27:26Z |
| 12 | [Python](https://github.com/TheAlgorithms/Python) | 39335 | 11229 | Python | 179 | All Algorithms implemented in Python | 2019-05-15T01:47:58Z |
| 13 | [requests](https://github.com/kennethreitz/requests) | 38609 | 7045 | Python | 218 | Python HTTP Requests for Humans™ ✨🍰✨ | 2019-05-14T18:36:17Z |
| 14 | [ansible](https://github.com/ansible/ansible) | 37106 | 15408 | Python | 5732 | 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/ | 2019-05-15T03:55:56Z |
| 15 | [scikit-learn](https://github.com/scikit-learn/scikit-learn) | 35074 | 17132 | Python | 1933 | scikit-learn: machine learning in Python | 2019-05-15T03:30:37Z |
| 16 | [scrapy](https://github.com/scrapy/scrapy) | 32802 | 7728 | Python | 800 | Scrapy, a fast high-level web crawling & scraping framework for Python. | 2019-05-13T03:12:23Z |
| 17 | [big-list-of-naughty-strings](https://github.com/minimaxir/big-list-of-naughty-strings) | 32422 | 1370 | Python | 72 | 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. | 2019-03-03T04:08:47Z |
| 18 | [shadowsocks](https://github.com/shadowsocks/shadowsocks) | 29869 | 18158 | Python | 436 | None | 2019-04-16T15:13:35Z |
| 19 | [XX-Net](https://github.com/XX-net/XX-Net) | 27531 | 7497 | Python | 7791 | a web proxy tool | 2019-03-24T15:34:44Z |
| 20 | [certbot](https://github.com/certbot/certbot) | 25017 | 2559 | Python | 765 | 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. | 2019-05-15T02:21:31Z |
| 21 | [cpython](https://github.com/python/cpython) | 24161 | 9890 | Python | 1016 | The Python programming language | 2019-05-15T02:16:25Z |
| 22 | [face_recognition](https://github.com/ageitgey/face_recognition) | 23803 | 6279 | Python | 301 | The world's simplest facial recognition api for Python and the command line | 2019-05-14T15:03:47Z |
| 23 | [Algorithm_Interview_Notes-Chinese](https://github.com/imhuay/Algorithm_Interview_Notes-Chinese) | 23169 | 7025 | Python | 25 | 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 | 2019-04-08T14:42:31Z |
| 24 | [Deep-Learning-Papers-Reading-Roadmap](https://github.com/floodsung/Deep-Learning-Papers-Reading-Roadmap) | 22779 | 5185 | Python | 72 | Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech! | 2019-04-29T04:35:42Z |
| 25 | [CppCoreGuidelines](https://github.com/isocpp/CppCoreGuidelines) | 22655 | 2929 | Python | 116 | The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++ | 2019-05-10T21:49:53Z |
| 26 | [tldr](https://github.com/tldr-pages/tldr) | 22392 | 1656 | Python | 82 | :books: Simplified and community-driven man pages | 2019-05-14T23:10:33Z |
| 27 | [sentry](https://github.com/getsentry/sentry) | 20802 | 2370 | Python | 865 | Sentry is cross-platform application monitoring, with a focus on error reporting. | 2019-05-15T02:21:51Z |
| 28 | [python-patterns](https://github.com/faif/python-patterns) | 20489 | 4440 | Python | 9 | A collection of design patterns/idioms in Python | 2019-05-10T20:43:10Z |
| 29 | [Detectron](https://github.com/facebookresearch/Detectron) | 20330 | 4311 | Python | 230 | FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet. | 2019-05-09T21:54:14Z |
| 30 | [linux-insides](https://github.com/0xAX/linux-insides) | 19640 | 2094 | Python | 23 | A little bit about a linux kernel | 2019-04-24T11:23:17Z |
| 31 | [pandas](https://github.com/pandas-dev/pandas) | 19511 | 7721 | Python | 2967 | Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more | 2019-05-15T03:41:46Z |
| 32 | [YouCompleteMe](https://github.com/Valloric/YouCompleteMe) | 19030 | 2131 | Python | 48 | A code-completion engine for Vim | 2019-05-11T15:18:20Z |
| 33 | [jieba](https://github.com/fxsjy/jieba) | 18544 | 4838 | Python | 472 | 结巴中文分词 | 2019-05-14T02:44:01Z |
| 34 | [faceswap](https://github.com/deepfakes/faceswap) | 18387 | 6103 | Python | 9 | Non official project based on original /r/Deepfakes thread. Many thanks to him! | 2019-05-14T18:19:44Z |
| 35 | [interactive-coding-challenges](https://github.com/donnemartin/interactive-coding-challenges) | 17064 | 2489 | Python | 41 | 120+ interactive Python coding interview challenges (algorithms and data structures).  Includes Anki flashcards. | 2019-04-15T00:28:33Z |
| 36 | [pipenv](https://github.com/pypa/pipenv) | 16909 | 1245 | Python | 331 |  Python Development Workflow for Humans. | 2019-05-14T01:56:16Z |
| 37 | [localstack](https://github.com/localstack/localstack) | 16806 | 1156 | Python | 412 | 💻  A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline! | 2019-05-13T17:12:31Z |
| 38 | [gym](https://github.com/openai/gym) | 16701 | 4475 | Python | 213 | A toolkit for developing and comparing reinforcement learning algorithms. | 2019-05-14T15:09:10Z |
| 39 | [cheat.sh](https://github.com/chubin/cheat.sh) | 16294 | 787 | Python | 41 | the only cheat sheet you need | 2019-05-11T16:28:23Z |
| 40 | [ItChat](https://github.com/littlecodersh/ItChat) | 16261 | 3812 | Python | 168 | 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。 | 2019-05-15T03:47:26Z |
| 41 | [compose](https://github.com/docker/compose) | 16081 | 2463 | Python | 541 | Define and run multi-container applications with Docker | 2019-05-14T20:15:27Z |
| 42 | [data-science-ipython-notebooks](https://github.com/donnemartin/data-science-ipython-notebooks) | 15563 | 4728 | 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 |
| 43 | [mitmproxy](https://github.com/mitmproxy/mitmproxy) | 14999 | 1950 | Python | 239 | An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers. | 2019-05-13T11:38:59Z |
| 44 | [reddit](https://github.com/reddit-archive/reddit) | 14973 | 2759 | Python | 303 | historical code from reddit.com | 2017-10-17T19:57:07Z |
| 45 | [algorithms](https://github.com/keon/algorithms) | 14932 | 2748 | Python | 48 | Minimal examples of data structures and algorithms in Python | 2019-05-03T10:47:05Z |
| 46 | [bert](https://github.com/google-research/bert) | 14901 | 3503 | Python | 350 | TensorFlow code and pre-trained models for BERT | 2019-05-14T00:54:43Z |
| 47 | [macOS-Security-and-Privacy-Guide](https://github.com/drduh/macOS-Security-and-Privacy-Guide) | 14736 | 1025 | Python | 3 | Guide to securing and improving privacy on macOS | 2019-05-14T04:28:44Z |
| 48 | [wtfpython](https://github.com/satwikkansal/wtfpython) | 14548 | 1352 | Python | 26 | A collection of surprising Python snippets and lesser-known features. | 2019-05-01T14:52:41Z |
| 49 | [source-code-pro](https://github.com/adobe-fonts/source-code-pro) | 14528 | 1215 | Python | 37 | Monospaced font family for user interface and coding environments | 2019-04-23T18:57:53Z |
| 50 | [sqlmap](https://github.com/sqlmapproject/sqlmap) | 14154 | 3080 | Python | 49 | Automatic SQL injection and database takeover tool | 2019-05-14T22:12:11Z |
| 51 | [python-fire](https://github.com/google/python-fire) | 14051 | 813 | Python | 58 | Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object. | 2019-04-26T21:35:07Z |
| 52 | [django-rest-framework](https://github.com/encode/django-rest-framework) | 14043 | 4175 | Python | 216 | Web APIs for Django. ⚡️ | 2019-05-15T02:07:54Z |
| 53 | [wechat_jump_game](https://github.com/wangshub/wechat_jump_game) | 13903 | 4682 | Python | 25 | 微信《跳一跳》Python 辅助 | 2018-08-03T00:44:49Z |
| 54 | [ZeroNet](https://github.com/HelloZeroNet/ZeroNet) | 13750 | 1782 | Python | 576 | ZeroNet - Decentralized websites using Bitcoin crypto and BitTorrent network | 2019-05-15T01:07:15Z |
| 55 | [chinese-poetry](https://github.com/chinese-poetry/chinese-poetry) | 13749 | 2365 | Python | 27 | 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。   | 2019-03-27T03:11:40Z |
| 56 | [AiLearning](https://github.com/apachecn/AiLearning) | 13702 | 4798 | Python | 23 | AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP | 2019-05-13T10:07:50Z |
| 57 | [ipython](https://github.com/ipython/ipython) | 13556 | 3808 | Python | 1168 | Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc. | 2019-05-14T20:53:03Z |
| 58 | [glances](https://github.com/nicolargo/glances) | 13422 | 909 | Python | 107 | Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems. | 2019-04-27T09:02:18Z |
| 59 | [spaCy](https://github.com/explosion/spaCy) | 13299 | 2252 | Python | 143 | 💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython | 2019-05-14T14:59:32Z |
| 60 | [algo](https://github.com/trailofbits/algo) | 13203 | 1156 | Python | 45 | Set up a personal IPSEC VPN in the cloud | 2019-05-14T17:56:41Z |
| 61 | [magenta](https://github.com/tensorflow/magenta) | 13161 | 2569 | Python | 193 | Magenta: Music and Art Generation with Machine Intelligence | 2019-05-14T01:31:55Z |
| 62 | [pyspider](https://github.com/binux/pyspider) | 13111 | 3217 | Python | 231 | A Powerful Spider(Web Crawler) System in Python. | 2019-05-09T15:53:42Z |
| 63 | [redash](https://github.com/getredash/redash) | 12606 | 2060 | Python | 459 | Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data. | 2019-05-15T03:01:05Z |
| 64 | [hosts](https://github.com/StevenBlack/hosts) | 12552 | 1108 | Python | 57 | 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.  | 2019-05-14T01:23:10Z |
| 65 | [celery](https://github.com/celery/celery) | 12355 | 3242 | Python | 444 | Distributed Task Queue (development branch) | 2019-05-14T15:14:25Z |
| 66 | [HelloGitHub](https://github.com/521xueweihan/HelloGitHub) | 12316 | 1320 | Python | 37 | :octocat: 一个分享 GitHub 上有趣、入门级的开源项目。让你找到编程的乐趣，欢迎推荐、自荐项目「每月28号更新」 | 2019-04-27T14:06:37Z |
| 67 | [airflow](https://github.com/apache/airflow) | 12216 | 4405 | Python | 300 | Apache Airflow | 2019-05-15T02:31:57Z |
| 68 | [sanic](https://github.com/huge-success/sanic) | 12040 | 1133 | Python | 84 | Async Python 3.6+ web server/framework \| Build fast. Run fast. | 2019-05-14T18:33:02Z |
| 69 | [Mask_RCNN](https://github.com/matterport/Mask_RCNN) | 11983 | 5207 | Python | 901 | Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow | 2019-05-13T14:04:41Z |
| 70 | [bitcoinbook](https://github.com/bitcoinbook/bitcoinbook) | 11773 | 3417 | Python | 87 | Mastering Bitcoin 2nd Edition - Programming the Open Blockchain | 2019-05-14T21:32:23Z |
| 71 | [TensorFlow-Course](https://github.com/machinelearningmindset/TensorFlow-Course) | 11657 | 2154 | Python | 3 | Simple and ready-to-use tutorials for TensorFlow  | 2019-05-12T14:16:03Z |
| 72 | [luigi](https://github.com/spotify/luigi) | 11530 | 1920 | Python | 51 | 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.  | 2019-05-09T11:36:31Z |
| 73 | [ML-From-Scratch](https://github.com/eriklindernoren/ML-From-Scratch) | 11482 | 2026 | Python | 10 | Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from data mining to deep learning. | 2019-05-08T10:48:49Z |
| 74 | [pytorch-tutorial](https://github.com/yunjey/pytorch-tutorial) | 11388 | 3464 | Python | 42 | PyTorch Tutorial for Deep Learning Researchers | 2019-05-12T21:44:06Z |
| 75 | [fabric](https://github.com/fabric/fabric) | 11261 | 1717 | Python | 336 | Simple, Pythonic remote execution and deployment. | 2019-05-10T06:00:40Z |
| 76 | [Python](https://github.com/geekcomputers/Python) | 11178 | 6331 | Python | 74 | My Python Examples | 2019-04-28T10:49:09Z |
| 77 | [material-theme](https://github.com/equinusocio/material-theme) | 10879 | 778 | Python | 3 | Material Theme, the most epic theme for Sublime Text 3 by Mattia Astorino | 2019-03-20T10:51:26Z |
| 78 | [nginx-proxy](https://github.com/jwilder/nginx-proxy) | 10764 | 1996 | Python | 520 | Automated nginx proxy for Docker containers using docker-gen | 2019-04-17T20:38:16Z |
| 79 | [Awesome-Linux-Software](https://github.com/luong-komorebi/Awesome-Linux-Software) | 10761 | 985 | Python | 10 | A list of awesome applications, software, tools and other materials for Linux distros.  | 2019-05-13T03:31:33Z |
| 80 | [NLP-progress](https://github.com/sebastianruder/NLP-progress) | 10329 | 1631 | Python | 14 | 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. | 2019-05-10T11:27:09Z |
| 81 | [awesome-algorithm](https://github.com/apachecn/awesome-algorithm) | 10288 | 2032 | Python | 5 | 刷题训练指南 | 2019-05-09T13:11:01Z |
| 82 | [PySnooper](https://github.com/cool-RR/PySnooper) | 10196 | 591 | Python | 12 | Never use print for debugging again | 2019-05-14T20:09:45Z |
| 83 | [tqdm](https://github.com/tqdm/tqdm) | 10085 | 525 | Python | 198 | A Fast, Extensible Progress Bar for Python and CLI | 2019-05-14T13:48:09Z |
| 84 | [locust](https://github.com/locustio/locust) | 10027 | 1445 | Python | 164 | Scalable user load testing tool written in Python | 2019-05-03T14:20:41Z |
| 85 | [salt](https://github.com/saltstack/salt) | 9901 | 4555 | Python | 2507 | Software to automate the management and configuration of any infrastructure or application at scale. Get access to the Salt software package repository here:  | 2019-05-15T03:49:57Z |
| 86 | [zulip](https://github.com/zulip/zulip) | 9785 | 3010 | Python | 1328 | Zulip server - powerful open source team chat | 2019-05-15T03:26:51Z |
| 87 | [manim](https://github.com/3b1b/manim) | 9703 | 1067 | Python | 60 | Animation engine for explanatory math videos | 2019-05-14T18:20:26Z |
| 88 | [FastPhotoStyle](https://github.com/NVIDIA/FastPhotoStyle) | 9576 | 912 | Python | 36 | Style transfer, deep learning, feature transform | 2019-05-14T09:40:36Z |
| 89 | [autojump](https://github.com/wting/autojump) | 9553 | 472 | Python | 149 | A cd command that learns - easily navigate directories from the command line | 2019-04-15T12:19:36Z |
| 90 | [cookiecutter](https://github.com/audreyr/cookiecutter) | 9494 | 1030 | Python | 230 | A command-line utility that creates projects from cookiecutters (project templates). E.g. Python package projects, jQuery plugin projects. | 2019-05-03T22:42:29Z |
| 91 | [bokeh](https://github.com/bokeh/bokeh) | 9412 | 2541 | Python | 388 | Interactive Web Plotting for Python | 2019-05-15T00:46:23Z |
| 92 | [black](https://github.com/python/black) | 9388 | 470 | Python | 158 | The uncompromising Python code formatter | 2019-05-14T04:41:47Z |
| 93 | [kivy](https://github.com/kivy/kivy) | 9250 | 2081 | Python | 624 | Open source UI framework written in Python, running on Windows, Linux, macOS, Android and iOS | 2019-05-15T00:51:40Z |
| 94 | [matplotlib](https://github.com/matplotlib/matplotlib) | 9244 | 4162 | Python | 1464 | matplotlib: plotting with Python | 2019-05-14T23:33:54Z |
| 95 | [neural-enhance](https://github.com/alexjc/neural-enhance) | 9203 | 988 | Python | 119 | Super Resolution for images using deep learning. | 2018-01-25T05:01:58Z |
| 96 | [yapf](https://github.com/google/yapf) | 9190 | 629 | Python | 226 | A formatter for Python files | 2019-05-10T11:15:08Z |
| 97 | [neural-networks-and-deep-learning](https://github.com/mnielsen/neural-networks-and-deep-learning) | 9180 | 4509 | Python | 6 | Code samples for my book "Neural Networks and Deep Learning" | 2019-05-09T10:58:46Z |
| 98 | [gensim](https://github.com/RaRe-Technologies/gensim) | 9179 | 3368 | Python | 215 | Topic Modelling for Humans | 2019-05-11T07:42:06Z |
| 99 | [Zappa](https://github.com/Miserlou/Zappa) | 9107 | 992 | Python | 548 | Serverless Python | 2019-05-13T22:44:20Z |
| 100 | [tflearn](https://github.com/tflearn/tflearn) | 9074 | 2297 | Python | 553 | Deep learning library featuring a higher-level API for TensorFlow. | 2019-04-12T10:05:38Z |