[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) | 59039 | 11477 | Python | 440 | A curated list of awesome Python frameworks, libraries, software and resources | 2018-12-22T16:28:54Z |
| 2 | [system-design-primer](https://github.com/donnemartin/system-design-primer) | 53828 | 7629 | Python | 66 | Learn how to design large-scale systems. Prep for the system design interview.  Includes Anki flashcards. | 2018-12-23T21:31:23Z |
| 3 | [models](https://github.com/tensorflow/models) | 46295 | 28200 | Python | 1332 | Models and examples built with TensorFlow | 2018-12-25T03:26:34Z |
| 4 | [public-apis](https://github.com/toddmotto/public-apis) | 45577 | 4723 | Python | 5 | A collective list of free APIs for use in software and web development. | 2018-12-20T22:20:52Z |
| 5 | [youtube-dl](https://github.com/rg3/youtube-dl) | 45190 | 7871 | Python | 2582 | Command-line program to download videos from YouTube.com and other video sites | 2018-12-24T23:04:55Z |
| 6 | [flask](https://github.com/pallets/flask) | 40836 | 11768 | Python | 71 | The Python micro framework for building web applications. | 2018-12-24T01:28:45Z |
| 7 | [thefuck](https://github.com/nvbn/thefuck) | 39494 | 1965 | Python | 159 | Magnificent app which corrects your previous console command. | 2018-12-13T14:47:45Z |
| 8 | [httpie](https://github.com/jakubroztocil/httpie) | 38717 | 2566 | Python | 140 | 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 | 2018-12-19T15:31:31Z |
| 9 | [django](https://github.com/django/django) | 38410 | 16607 | Python | 187 | The Web framework for perfectionists with deadlines. | 2018-12-24T21:36:18Z |
| 10 | [awesome-machine-learning](https://github.com/josephmisiti/awesome-machine-learning) | 37144 | 9179 | Python | 4 | A curated list of awesome Machine Learning frameworks, libraries and software. | 2018-12-23T17:42:02Z |
| 11 | [keras](https://github.com/keras-team/keras) | 36765 | 14021 | Python | 2040 | Deep Learning for humans | 2018-12-23T22:54:28Z |
| 12 | [requests](https://github.com/requests/requests) | 36356 | 6662 | Python | 141 | Python HTTP Requests for Humans™ ✨🍰✨ | 2018-12-23T21:54:59Z |
| 13 | [ansible](https://github.com/ansible/ansible) | 34454 | 13834 | Python | 5531 | 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/ | 2018-12-25T03:56:06Z |
| 14 | [scikit-learn](https://github.com/scikit-learn/scikit-learn) | 32458 | 15982 | Python | 1861 | scikit-learn: machine learning in Python | 2018-12-25T02:44:59Z |
| 15 | [big-list-of-naughty-strings](https://github.com/minimaxir/big-list-of-naughty-strings) | 30862 | 1302 | Python | 63 | 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. | 2018-12-20T18:56:16Z |
| 16 | [scrapy](https://github.com/scrapy/scrapy) | 30627 | 7371 | Python | 708 | Scrapy, a fast high-level web crawling & scraping framework for Python. | 2018-12-24T18:02:16Z |
| 17 | [shadowsocks](https://github.com/shadowsocks/shadowsocks) | 27988 | 17250 | Python | 380 | Scrapy, a fast high-level web crawling & scraping framework for Python. | 2018-12-19T08:58:50Z |
| 18 | [XX-Net](https://github.com/XX-net/XX-Net) | 25954 | 7252 | Python | 7272 | a web proxy tool | 2018-12-24T10:48:37Z |
| 19 | [certbot](https://github.com/certbot/certbot) | 23876 | 2381 | Python | 905 | 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. | 2018-12-24T17:06:02Z |
| 20 | [cpython](https://github.com/python/cpython) | 21548 | 8076 | Python | 953 | The Python programming language | 2018-12-25T00:41:02Z |
| 21 | [you-get](https://github.com/soimort/you-get) | 21406 | 4311 | Python | 308 | :arrow_double_down: Dumb downloader that scrapes the web | 2018-12-24T17:21:36Z |
| 22 | [CppCoreGuidelines](https://github.com/isocpp/CppCoreGuidelines) | 20769 | 2650 | Python | 98 | The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++ | 2018-12-19T15:52:06Z |
| 23 | [Deep-Learning-Papers-Reading-Roadmap](https://github.com/floodsung/Deep-Learning-Papers-Reading-Roadmap) | 20659 | 4614 | Python | 67 | Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech! | 2018-10-15T08:06:08Z |
| 24 | [tldr](https://github.com/tldr-pages/tldr) | 19835 | 1483 | Python | 84 | :books: Simplified and community-driven man pages | 2018-12-25T03:48:23Z |
| 25 | [Python](https://github.com/TheAlgorithms/Python) | 19633 | 5429 | Python | 158 | All Algorithms implemented in Python | 2018-12-23T07:08:47Z |
| 26 | [home-assistant](https://github.com/home-assistant/home-assistant) | 19552 | 5742 | Python | 924 | :house_with_garden: Open source home automation that puts local control and privacy first | 2018-12-24T23:16:38Z |
| 27 | [face_recognition](https://github.com/ageitgey/face_recognition) | 19529 | 4953 | Python | 228 | The world's simplest facial recognition api for Python and the command line | 2018-12-20T16:02:02Z |
| 28 | [sentry](https://github.com/getsentry/sentry) | 19245 | 2225 | Python | 791 | Sentry is cross-platform application monitoring, with a focus on error reporting. | 2018-12-25T01:55:39Z |
| 29 | [linux-insides](https://github.com/0xAX/linux-insides) | 18692 | 1985 | Python | 19 | A little bit about a linux kernel | 2018-12-16T17:06:22Z |
| 30 | [python-patterns](https://github.com/faif/python-patterns) | 18370 | 4088 | Python | 7 | A collection of design patterns/idioms in Python | 2018-12-14T18:23:40Z |
| 31 | [Detectron](https://github.com/facebookresearch/Detectron) | 18215 | 3745 | Python | 180 | FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet. | 2018-12-21T18:34:07Z |
| 32 | [YouCompleteMe](https://github.com/Valloric/YouCompleteMe) | 18037 | 2038 | Python | 62 | A code-completion engine for Vim | 2018-12-24T12:59:50Z |
| 33 | [pandas](https://github.com/pandas-dev/pandas) | 17497 | 7018 | Python | 2823 | Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more | 2018-12-25T02:43:44Z |
| 34 | [tornado](https://github.com/tornadoweb/tornado) | 17041 | 4820 | Python | 149 | Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed. | 2018-12-23T14:15:20Z |
| 35 | [jieba](https://github.com/fxsjy/jieba) | 16584 | 4461 | Python | 447 | 结巴中文分词 | 2018-12-24T06:27:22Z |
| 36 | [interactive-coding-challenges](https://github.com/donnemartin/interactive-coding-challenges) | 15946 | 2247 | Python | 42 | Interactive Python coding interview challenges (algorithms and data structures).  Includes Anki flashcards. | 2018-12-09T15:34:22Z |
| 37 | [pipenv](https://github.com/pypa/pipenv) | 15106 | 1106 | Python | 214 |  Python Development Workflow for Humans. | 2018-12-23T06:37:57Z |
| 38 | [gym](https://github.com/openai/gym) | 14830 | 3837 | Python | 476 | A toolkit for developing and comparing reinforcement learning algorithms. | 2018-12-23T16:45:33Z |
| 39 | [reddit](https://github.com/reddit-archive/reddit) | 14807 | 2741 | Python | 303 | historical code from reddit.com | 2017-10-17T19:57:07Z |
| 40 | [cheat.sh](https://github.com/chubin/cheat.sh) | 14790 | 682 | Python | 27 | the only cheat sheet you need | 2018-12-23T11:35:03Z |
| 41 | [compose](https://github.com/docker/compose) | 14702 | 2241 | Python | 605 | Define and run multi-container applications with Docker | 2018-12-21T09:35:37Z |
| 42 | [localstack](https://github.com/localstack/localstack) | 14623 | 959 | Python | 365 | 💻  A fully functional local AWS cloud stack. Develop and test your cloud apps offline! | 2018-12-21T17:23:17Z |
| 43 | [data-science-ipython-notebooks](https://github.com/donnemartin/data-science-ipython-notebooks) | 14555 | 4349 | 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. | 2018-11-14T02:23:26Z |
| 44 | [macOS-Security-and-Privacy-Guide](https://github.com/drduh/macOS-Security-and-Privacy-Guide) | 14175 | 982 | Python | 11 | Guide to securing and improving privacy on macOS | 2018-12-24T00:23:48Z |
| 45 | [ItChat](https://github.com/littlecodersh/ItChat) | 14013 | 3372 | Python | 120 | 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。 | 2018-12-23T18:09:13Z |
| 46 | [wechat_jump_game](https://github.com/wangshub/wechat_jump_game) | 13918 | 4807 | Python | 25 | 微信《跳一跳》Python 辅助 | 2018-08-03T00:44:49Z |
| 47 | [source-code-pro](https://github.com/adobe-fonts/source-code-pro) | 13757 | 1144 | Python | 35 | Monospaced font family for user interface and coding environments | 2018-12-06T05:13:40Z |
| 48 | [algorithms](https://github.com/keon/algorithms) | 13668 | 2415 | Python | 41 | Minimal examples of data structures and algorithms in Python | 2018-12-20T00:41:40Z |
| 49 | [mitmproxy](https://github.com/mitmproxy/mitmproxy) | 13531 | 1762 | Python | 190 | An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers. | 2018-12-19T17:53:59Z |
| 50 | [ipython](https://github.com/ipython/ipython) | 13225 | 3745 | Python | 1082 | Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc. | 2018-12-16T00:38:28Z |
| 51 | [ZeroNet](https://github.com/HelloZeroNet/ZeroNet) | 13079 | 1707 | Python | 528 | ZeroNet - Decentralized websites using Bitcoin crypto and BitTorrent network | 2018-12-19T12:25:32Z |
| 52 | [python-fire](https://github.com/google/python-fire) | 13069 | 739 | Python | 50 | Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object. | 2018-12-14T23:15:04Z |
| 53 | [sqlmap](https://github.com/sqlmapproject/sqlmap) | 13041 | 2854 | Python | 50 | Automatic SQL injection and database takeover tool | 2018-12-23T09:42:36Z |
| 54 | [django-rest-framework](https://github.com/encode/django-rest-framework) | 12575 | 3841 | Python | 197 | Web APIs for Django. ⚡️ | 2018-12-24T15:54:28Z |
| 55 | [pyspider](https://github.com/binux/pyspider) | 12483 | 3096 | Python | 208 | A Powerful Spider(Web Crawler) System in Python. | 2018-12-23T11:30:39Z |
| 56 | [glances](https://github.com/nicolargo/glances) | 12468 | 848 | Python | 77 | Glances an Eye on your system. A top/htop alternative. | 2018-12-23T14:57:35Z |
| 57 | [wtfpython](https://github.com/satwikkansal/wtfpython) | 12252 | 1064 | Python | 25 | A collection of surprising Python snippets and lesser-known features. | 2018-12-16T10:53:40Z |
| 58 | [chinese-poetry](https://github.com/chinese-poetry/chinese-poetry) | 12214 | 1962 | Python | 26 | 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。   | 2018-12-14T03:23:08Z |
| 59 | [magenta](https://github.com/tensorflow/magenta) | 11857 | 2271 | Python | 150 | Magenta: Music and Art Generation with Machine Intelligence | 2018-12-24T20:59:32Z |
| 60 | [spaCy](https://github.com/explosion/spaCy) | 11699 | 1944 | Python | 195 | 💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython | 2018-12-21T23:20:04Z |
| 61 | [algo](https://github.com/trailofbits/algo) | 11487 | 973 | Python | 72 | Set up a personal IPSEC VPN in the cloud | 2018-12-23T04:44:16Z |
| 62 | [redash](https://github.com/getredash/redash) | 11251 | 1797 | Python | 444 | Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data. | 2018-12-24T15:10:17Z |
| 63 | [celery](https://github.com/celery/celery) | 11242 | 3037 | Python | 432 | Distributed Task Queue (development branch) | 2018-12-22T09:55:31Z |
| 64 | [bitcoinbook](https://github.com/bitcoinbook/bitcoinbook) | 11237 | 3212 | Python | 97 | Mastering Bitcoin 2nd Edition - Programming the Open Blockchain | 2018-12-20T23:38:52Z |
| 65 | [hosts](https://github.com/StevenBlack/hosts) | 11092 | 997 | Python | 54 | 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.  | 2018-12-24T02:13:35Z |
| 66 | [sanic](https://github.com/huge-success/sanic) | 10961 | 1042 | Python | 125 | Async Python 3.5+ web server that's written to go fast | 2018-12-24T13:44:09Z |
| 67 | [fabric](https://github.com/fabric/fabric) | 10840 | 1672 | Python | 295 | Simple, Pythonic remote execution and deployment. | 2018-11-30T23:49:59Z |
| 68 | [material-theme](https://github.com/equinusocio/material-theme) | 10731 | 773 | Python | 4 | Material Theme, the most epic theme for Sublime Text 3 by Mattia Astorino | 2018-04-23T13:45:04Z |
| 69 | [luigi](https://github.com/spotify/luigi) | 10661 | 1809 | Python | 68 | 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.  | 2018-12-20T15:41:02Z |
| 70 | [ML-From-Scratch](https://github.com/eriklindernoren/ML-From-Scratch) | 10653 | 1732 | Python | 11 | Machine Learning From Scratch. Bare bones Python implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from data mining to deep learning. | 2018-11-02T07:45:47Z |
| 71 | [iTerm2-Color-Schemes](https://github.com/mbadolato/iTerm2-Color-Schemes) | 10397 | 2929 | Python | 11 | Over 175 terminal color schemes/themes for iTerm/iTerm2 (with ports to Terminal, Konsole, PuTTY, Xresources, XRDB, Remina, Termite, XFCE, Tilda, and Terminator) | 2018-12-01T06:00:56Z |
| 72 | [incubator-airflow](https://github.com/apache/incubator-airflow) | 10369 | 3632 | Python | 257 | Apache Airflow (Incubating) | 2018-12-24T15:31:35Z |
| 73 | [bert](https://github.com/google-research/bert) | 10024 | 1855 | Python | 96 | TensorFlow code and pre-trained models for BERT | 2018-12-20T21:30:29Z |
| 74 | [Awesome-Linux-Software](https://github.com/luongvo209/Awesome-Linux-Software) | 9942 | 878 | Python | 8 | A list of awesome applications, software, tools and other materials for Linux distros.  | 2018-12-17T15:01:21Z |
| 75 | [pix2code](https://github.com/tonybeltramelli/pix2code) | 9879 | 965 | Python | 0 | pix2code: Generating Code from a Graphical User Interface Screenshot | 2017-12-13T08:36:56Z |
| 76 | [Algorithm_Interview_Notes-Chinese](https://github.com/imhuay/Algorithm_Interview_Notes-Chinese) | 9813 | 2823 | Python | 10 | 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 | 2018-11-07T05:52:59Z |
| 77 | [powerline](https://github.com/powerline/powerline) | 9704 | 764 | Python | 134 | Powerline is a statusline plugin for vim, and provides statuslines and prompts for several other applications, including zsh, bash, tmux, IPython, Awesome and Qtile. | 2018-11-11T12:23:54Z |
| 78 | [nginx-proxy](https://github.com/jwilder/nginx-proxy) | 9703 | 1844 | Python | 481 | Automated nginx proxy for Docker containers using docker-gen | 2018-12-19T16:23:16Z |
| 79 | [salt](https://github.com/saltstack/salt) | 9481 | 4436 | Python | 2336 | Software to automate the management and configuration of any infrastructure or application at scale. Get access to the Salt software package repository here:  | 2018-12-25T00:38:47Z |
| 80 | [Mask_RCNN](https://github.com/matterport/Mask_RCNN) | 9390 | 3958 | Python | 678 | Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow | 2018-12-21T12:02:27Z |
| 81 | [FastPhotoStyle](https://github.com/NVIDIA/FastPhotoStyle) | 9044 | 798 | Python | 27 | Style transfer, deep learning, feature transform | 2018-08-24T01:33:43Z |
| 82 | [sshuttle](https://github.com/apenwarr/sshuttle) | 9005 | 668 | Python | 23 | Wrong project!  You should head over to http://github.com/sshuttle/sshuttle | 2018-02-15T13:16:12Z |
| 83 | [locust](https://github.com/locustio/locust) | 8935 | 1302 | Python | 147 | Scalable user load testing tool written in Python | 2018-12-20T15:20:18Z |
| 84 | [RocAlphaGo](https://github.com/Rochester-NRT/RocAlphaGo) | 8887 | 2489 | 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 |
| 85 | [neural-doodle](https://github.com/alexjc/neural-doodle) | 8862 | 778 | Python | 45 | Turn your two-bit doodles into fine artworks with deep neural networks, generate seamless textures from photos, transfer style from one image to another, perform example-based upscaling, but wait... there's more! (An implementation of Semantic Style Transfer.) | 2016-12-28T15:58:48Z |
| 86 | [Python](https://github.com/geekcomputers/Python) | 8850 | 5606 | Python | 73 | My Python Examples | 2018-12-20T09:58:21Z |
| 87 | [tflearn](https://github.com/tflearn/tflearn) | 8816 | 2227 | Python | 540 | Deep learning library featuring a higher-level API for TensorFlow. | 2018-12-15T21:45:51Z |
| 88 | [pytorch-tutorial](https://github.com/yunjey/pytorch-tutorial) | 8816 | 2656 | Python | 27 | PyTorch Tutorial for Deep Learning Researchers | 2018-12-04T13:33:51Z |
| 89 | [zulip](https://github.com/zulip/zulip) | 8733 | 2669 | Python | 1227 | Zulip server - powerful open source team chat | 2018-12-25T02:17:29Z |
| 90 | [bokeh](https://github.com/bokeh/bokeh) | 8723 | 2343 | Python | 473 | Interactive Web Plotting for Python | 2018-12-24T12:40:06Z |
| 91 | [neural-enhance](https://github.com/alexjc/neural-enhance) | 8719 | 911 | Python | 114 | Super Resolution for images using deep learning. | 2018-01-25T05:01:58Z |
| 92 | [Theano](https://github.com/Theano/Theano) | 8631 | 2459 | Python | 632 | 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. | 2018-12-11T02:25:07Z |
| 93 | [autojump](https://github.com/wting/autojump) | 8592 | 450 | Python | 132 | A cd command that learns - easily navigate directories from the command line | 2018-12-24T05:09:24Z |
| 94 | [kivy](https://github.com/kivy/kivy) | 8538 | 1950 | Python | 676 | Open source UI framework written in Python, running on Windows, Linux, macOS, Android and iOS | 2018-12-19T09:44:05Z |
| 95 | [cookiecutter](https://github.com/audreyr/cookiecutter) | 8534 | 936 | Python | 198 | A command-line utility that creates projects from cookiecutters (project templates). E.g. Python package projects, jQuery plugin projects. | 2018-12-20T10:09:47Z |
| 96 | [pelican](https://github.com/getpelican/pelican) | 8424 | 1533 | Python | 142 | Static site generator that supports Markdown and reST syntax. Powered by Python. | 2018-12-21T02:38:11Z |
| 97 | [tqdm](https://github.com/tqdm/tqdm) | 8421 | 440 | Python | 159 | A fast, extensible progress bar for Python and CLI | 2018-12-11T10:50:23Z |
| 98 | [beets](https://github.com/beetbox/beets) | 8410 | 1492 | Python | 631 | music library manager and MusicBrainz tagger | 2018-12-21T16:45:41Z |
| 99 | [matplotlib](https://github.com/matplotlib/matplotlib) | 8404 | 3863 | Python | 1493 | matplotlib: plotting with Python | 2018-12-24T18:07:41Z |
| 100 | [yapf](https://github.com/google/yapf) | 8386 | 566 | Python | 207 | A formatter for Python files | 2018-12-10T08:03:23Z |