[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) | 58936 | 11470 | Python | 439 | A curated list of awesome Python frameworks, libraries, software and resources | 2018-12-20T12:52:04Z |
| 2 | [system-design-primer](https://github.com/donnemartin/system-design-primer) | 53725 | 7606 | Python | 66 | Learn how to design large-scale systems. Prep for the system design interview.  Includes Anki flashcards. | 2018-12-19T02:17:02Z |
| 3 | [public-apis](https://github.com/toddmotto/public-apis) | 45508 | 4719 | Python | 5 | A collective list of free APIs for use in software and web development. | 2018-12-20T22:20:52Z |
| 4 | [youtube-dl](https://github.com/rg3/youtube-dl) | 45093 | 7840 | Python | 2580 | Command-line program to download videos from YouTube.com and other video sites | 2018-12-21T23:07:24Z |
| 5 | [thefuck](https://github.com/nvbn/thefuck) | 39469 | 1959 | Python | 158 | Magnificent app which corrects your previous console command. | 2018-12-13T14:47:45Z |
| 6 | [httpie](https://github.com/jakubroztocil/httpie) | 38646 | 2565 | 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 |
| 7 | [django](https://github.com/django/django) | 38382 | 16592 | Python | 187 | The Web framework for perfectionists with deadlines. | 2018-12-22T00:52:32Z |
| 8 | [awesome-machine-learning](https://github.com/josephmisiti/awesome-machine-learning) | 37088 | 9161 | Python | 4 | A curated list of awesome Machine Learning frameworks, libraries and software. | 2018-12-21T15:45:50Z |
| 9 | [requests](https://github.com/requests/requests) | 36319 | 6654 | Python | 139 | Python HTTP Requests for Humans™ ✨🍰✨ | 2018-12-13T21:34:12Z |
| 10 | [ansible](https://github.com/ansible/ansible) | 34403 | 13824 | 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/ | 2018-12-22T03:12:26Z |
| 11 | [scikit-learn](https://github.com/scikit-learn/scikit-learn) | 32419 | 15970 | Python | 1858 | scikit-learn: machine learning in Python | 2018-12-22T00:41:14Z |
| 12 | [big-list-of-naughty-strings](https://github.com/minimaxir/big-list-of-naughty-strings) | 30854 | 1299 | 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 |
| 13 | [scrapy](https://github.com/scrapy/scrapy) | 30584 | 7366 | Python | 706 | Scrapy, a fast high-level web crawling & scraping framework for Python. | 2018-12-21T20:32:10Z |
| 14 | [shadowsocks](https://github.com/shadowsocks/shadowsocks) | 27955 | 17237 | Python | 380 | Scrapy, a fast high-level web crawling & scraping framework for Python. | 2018-12-19T08:58:50Z |
| 15 | [certbot](https://github.com/certbot/certbot) | 23850 | 2380 | Python | 899 | 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. | 2018-12-20T13:53:18Z |
| 16 | [cpython](https://github.com/python/cpython) | 21502 | 8047 | Python | 961 | The Python programming language | 2018-12-22T03:09:12Z |
| 17 | [you-get](https://github.com/soimort/you-get) | 21368 | 4303 | Python | 307 | :arrow_double_down: Dumb downloader that scrapes the web | 2018-12-21T14:46:18Z |
| 18 | [CppCoreGuidelines](https://github.com/isocpp/CppCoreGuidelines) | 20748 | 2647 | 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 |
| 19 | [Deep-Learning-Papers-Reading-Roadmap](https://github.com/floodsung/Deep-Learning-Papers-Reading-Roadmap) | 20639 | 4606 | Python | 67 | Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech! | 2018-10-15T08:06:08Z |
| 20 | [tldr](https://github.com/tldr-pages/tldr) | 19797 | 1479 | Python | 89 | :books: Simplified and community-driven man pages | 2018-12-21T15:55:40Z |
| 21 | [Python](https://github.com/TheAlgorithms/Python) | 19549 | 5410 | Python | 156 | All Algorithms implemented in Python | 2018-12-20T20:24:19Z |
| 22 | [home-assistant](https://github.com/home-assistant/home-assistant) | 19506 | 5725 | Python | 923 | :house_with_garden: Open source home automation that puts local control and privacy first | 2018-12-21T23:11:01Z |
| 23 | [face_recognition](https://github.com/ageitgey/face_recognition) | 19463 | 4935 | Python | 227 | The world's simplest facial recognition api for Python and the command line | 2018-12-20T16:02:02Z |
| 24 | [sentry](https://github.com/getsentry/sentry) | 19221 | 2221 | Python | 783 | Sentry is cross-platform application monitoring, with a focus on error reporting. | 2018-12-22T00:34:04Z |
| 25 | [python-patterns](https://github.com/faif/python-patterns) | 18339 | 4082 | Python | 7 | A collection of design patterns/idioms in Python | 2018-12-14T18:23:40Z |
| 26 | [Detectron](https://github.com/facebookresearch/Detectron) | 18163 | 3730 | Python | 204 | FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet. | 2018-12-21T18:34:07Z |
| 27 | [YouCompleteMe](https://github.com/Valloric/YouCompleteMe) | 18029 | 2035 | Python | 61 | A code-completion engine for Vim | 2018-12-21T16:31:26Z |
| 28 | [pandas](https://github.com/pandas-dev/pandas) | 17462 | 7011 | Python | 2830 | Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more | 2018-12-22T02:49:00Z |
| 29 | [tornado](https://github.com/tornadoweb/tornado) | 17031 | 4817 | Python | 149 | Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed. | 2018-12-15T22:24:04Z |
| 30 | [jieba](https://github.com/fxsjy/jieba) | 16526 | 4457 | Python | 447 | 结巴中文分词 | 2018-12-03T08:29:45Z |
| 31 | [gym](https://github.com/openai/gym) | 14809 | 3834 | Python | 472 | A toolkit for developing and comparing reinforcement learning algorithms. | 2018-12-20T01:53:10Z |
| 32 | [reddit](https://github.com/reddit-archive/reddit) | 14793 | 2738 | Python | 303 | historical code from reddit.com | 2017-10-17T19:57:07Z |
| 33 | [cheat.sh](https://github.com/chubin/cheat.sh) | 14788 | 681 | Python | 28 | the only cheat sheet you need | 2018-12-09T16:40:10Z |
| 34 | [localstack](https://github.com/localstack/localstack) | 14601 | 957 | Python | 365 | 💻  A fully functional local AWS cloud stack. Develop and test your cloud apps offline! | 2018-12-21T17:23:17Z |
| 35 | [data-science-ipython-notebooks](https://github.com/donnemartin/data-science-ipython-notebooks) | 14529 | 4344 | 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 |
| 36 | [macOS-Security-and-Privacy-Guide](https://github.com/drduh/macOS-Security-and-Privacy-Guide) | 14158 | 978 | Python | 10 | Guide to securing and improving privacy on macOS | 2018-12-08T00:19:55Z |
| 37 | [wechat_jump_game](https://github.com/wangshub/wechat_jump_game) | 13921 | 4806 | Python | 25 | 微信《跳一跳》Python 辅助 | 2018-08-03T00:44:49Z |
| 38 | [algorithms](https://github.com/keon/algorithms) | 13640 | 2410 | Python | 41 | Minimal examples of data structures and algorithms in Python | 2018-12-20T00:41:40Z |
| 39 | [mitmproxy](https://github.com/mitmproxy/mitmproxy) | 13514 | 1760 | Python | 189 | An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers. | 2018-12-19T17:53:59Z |
| 40 | [python-fire](https://github.com/google/python-fire) | 13063 | 738 | Python | 50 | Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object. | 2018-12-14T23:15:04Z |
| 41 | [ZeroNet](https://github.com/HelloZeroNet/ZeroNet) | 13061 | 1702 | Python | 527 | ZeroNet - Decentralized websites using Bitcoin crypto and BitTorrent network | 2018-12-19T12:25:32Z |
| 42 | [sqlmap](https://github.com/sqlmapproject/sqlmap) | 13013 | 2848 | Python | 51 | Automatic SQL injection and database takeover tool | 2018-12-21T21:34:02Z |
| 43 | [django-rest-framework](https://github.com/encode/django-rest-framework) | 12564 | 3834 | Python | 191 | Web APIs for Django. ⚡️ | 2018-12-21T15:02:06Z |
| 44 | [pyspider](https://github.com/binux/pyspider) | 12475 | 3092 | Python | 208 | A Powerful Spider(Web Crawler) System in Python. | 2018-12-21T10:40:53Z |
| 45 | [glances](https://github.com/nicolargo/glances) | 12448 | 847 | Python | 77 | Glances an Eye on your system. A top/htop alternative. | 2018-12-18T20:30:53Z |
| 46 | [chinese-poetry](https://github.com/chinese-poetry/chinese-poetry) | 12194 | 1958 | 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。   | 2018-12-14T03:23:08Z |
| 47 | [wtfpython](https://github.com/satwikkansal/wtfpython) | 12173 | 1060 | Python | 25 | A collection of surprising Python snippets and lesser-known features. | 2018-12-16T10:53:40Z |
| 48 | [magenta](https://github.com/tensorflow/magenta) | 11839 | 2267 | Python | 149 | Magenta: Music and Art Generation with Machine Intelligence | 2018-12-21T23:42:10Z |
| 49 | [spaCy](https://github.com/explosion/spaCy) | 11674 | 1943 | Python | 193 | 💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython | 2018-12-21T23:20:04Z |
| 50 | [algo](https://github.com/trailofbits/algo) | 11467 | 971 | Python | 69 | Set up a personal IPSEC VPN in the cloud | 2018-12-20T15:20:30Z |
| 51 | [redash](https://github.com/getredash/redash) | 11232 | 1793 | Python | 449 | Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data. | 2018-12-21T09:09:14Z |
| 52 | [celery](https://github.com/celery/celery) | 11230 | 3035 | Python | 433 | Distributed Task Queue (development branch) | 2018-12-21T07:08:20Z |
| 53 | [bitcoinbook](https://github.com/bitcoinbook/bitcoinbook) | 11225 | 3211 | Python | 97 | Mastering Bitcoin 2nd Edition - Programming the Open Blockchain | 2018-12-20T23:38:52Z |
| 54 | [fabric](https://github.com/fabric/fabric) | 10833 | 1671 | Python | 295 | Simple, Pythonic remote execution and deployment. | 2018-11-30T23:49:59Z |
| 55 | [material-theme](https://github.com/equinusocio/material-theme) | 10728 | 772 | Python | 4 | Material Theme, the most epic theme for Sublime Text 3 by Mattia Astorino | 2018-04-23T13:45:04Z |
| 56 | [luigi](https://github.com/spotify/luigi) | 10655 | 1807 | 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 |
| 57 | [iTerm2-Color-Schemes](https://github.com/mbadolato/iTerm2-Color-Schemes) | 10378 | 2922 | 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 |
| 58 | [incubator-airflow](https://github.com/apache/incubator-airflow) | 10350 | 3624 | Python | 257 | Apache Airflow (Incubating) | 2018-12-21T21:56:49Z |
| 59 | [Awesome-Linux-Software](https://github.com/luongvo209/Awesome-Linux-Software) | 9927 | 875 | Python | 8 | A list of awesome applications, software, tools and other materials for Linux distros.  | 2018-12-17T15:01:21Z |
| 60 | [bert](https://github.com/google-research/bert) | 9890 | 1825 | Python | 85 | TensorFlow code and pre-trained models for BERT | 2018-12-20T21:30:29Z |
| 61 | [pix2code](https://github.com/tonybeltramelli/pix2code) | 9880 | 965 | Python | 0 | pix2code: Generating Code from a Graphical User Interface Screenshot | 2017-12-13T08:36:56Z |
| 62 | [nginx-proxy](https://github.com/jwilder/nginx-proxy) | 9691 | 1840 | Python | 481 | Automated nginx proxy for Docker containers using docker-gen | 2018-12-19T16:23:16Z |
| 63 | [powerline](https://github.com/powerline/powerline) | 9687 | 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 |
| 64 | [salt](https://github.com/saltstack/salt) | 9475 | 4435 | Python | 2348 | Software to automate the management and configuration of any infrastructure or application at scale. Get access to the Salt software package repository here:  | 2018-12-22T03:11:48Z |
| 65 | [Mask_RCNN](https://github.com/matterport/Mask_RCNN) | 9352 | 3941 | Python | 677 | Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow | 2018-12-21T12:02:27Z |
| 66 | [FastPhotoStyle](https://github.com/NVIDIA/FastPhotoStyle) | 9037 | 796 | Python | 27 | Style transfer, deep learning, feature transform | 2018-08-24T01:33:43Z |
| 67 | [locust](https://github.com/locustio/locust) | 8916 | 1301 | Python | 147 | Scalable user load testing tool written in Python | 2018-12-20T15:20:18Z |
| 68 | [neural-doodle](https://github.com/alexjc/neural-doodle) | 8858 | 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 |
| 69 | [Python](https://github.com/geekcomputers/Python) | 8818 | 5600 | Python | 73 | My Python Examples | 2018-12-20T09:58:21Z |
| 70 | [tflearn](https://github.com/tflearn/tflearn) | 8811 | 2225 | Python | 538 | Deep learning library featuring a higher-level API for TensorFlow. | 2018-12-15T21:45:51Z |
| 71 | [zulip](https://github.com/zulip/zulip) | 8715 | 2664 | Python | 1218 | Zulip server - powerful open source team chat | 2018-12-22T02:47:10Z |
| 72 | [neural-enhance](https://github.com/alexjc/neural-enhance) | 8714 | 910 | Python | 114 | Super Resolution for images using deep learning. | 2018-01-25T05:01:58Z |
| 73 | [bokeh](https://github.com/bokeh/bokeh) | 8699 | 2338 | Python | 471 | Interactive Web Plotting for Python | 2018-12-21T20:30:14Z |
| 74 | [Theano](https://github.com/Theano/Theano) | 8622 | 2457 | Python | 631 | 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 |
| 75 | [autojump](https://github.com/wting/autojump) | 8586 | 449 | Python | 132 | A cd command that learns - easily navigate directories from the command line | 2018-12-03T03:52:01Z |
| 76 | [kivy](https://github.com/kivy/kivy) | 8533 | 1946 | Python | 675 | Open source UI framework written in Python, running on Windows, Linux, macOS, Android and iOS | 2018-12-19T09:44:05Z |
| 77 | [cookiecutter](https://github.com/audreyr/cookiecutter) | 8514 | 935 | 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 |
| 78 | [beets](https://github.com/beetbox/beets) | 8408 | 1491 | Python | 631 | music library manager and MusicBrainz tagger | 2018-12-21T16:45:41Z |
| 79 | [matplotlib](https://github.com/matplotlib/matplotlib) | 8387 | 3856 | Python | 1494 | matplotlib: plotting with Python | 2018-12-22T02:24:11Z |
| 80 | [gensim](https://github.com/RaRe-Technologies/gensim) | 8330 | 3153 | Python | 231 | Topic Modelling for Humans | 2018-12-21T12:01:36Z |
| 81 | [tqdm](https://github.com/tqdm/tqdm) | 8310 | 435 | Python | 159 | A fast, extensible progress bar for Python and CLI | 2018-12-11T10:50:23Z |
| 82 | [Zappa](https://github.com/Miserlou/Zappa) | 8307 | 876 | Python | 481 | Serverless Python | 2018-12-17T22:18:15Z |
| 83 | [TensorFlow-Course](https://github.com/osforscience/TensorFlow-Course) | 8108 | 1230 | Python | 0 | Simple and ready-to-use tutorials for TensorFlow  | 2018-12-11T23:44:51Z |
| 84 | [game-programmer](https://github.com/miloyip/game-programmer) | 8086 | 942 | Python | 18 | A Study Path for Game Programmer | 2018-11-06T15:26:48Z |
| 85 | [neural-networks-and-deep-learning](https://github.com/mnielsen/neural-networks-and-deep-learning) | 8013 | 4068 | Python | 4 | Code samples for my book "Neural Networks and Deep Learning" | 2018-09-22T20:54:53Z |
| 86 | [stanford-tensorflow-tutorials](https://github.com/chiphuyen/stanford-tensorflow-tutorials) | 7810 | 3600 | Python | 80 | This repository contains code examples for the Stanford's course: TensorFlow for Deep Learning Research.  | 2018-07-18T02:26:23Z |
| 87 | [faceswap](https://github.com/deepfakes/faceswap) | 7759 | 2307 | Python | 14 | Non official project based on original /r/Deepfakes thread. Many thanks to him! | 2018-12-22T01:21:06Z |
| 88 | [mailinabox](https://github.com/mail-in-a-box/mailinabox) | 7703 | 815 | Python | 207 | Mail-in-a-Box helps individuals take back control of their email by defining a one-click, easy-to-deploy SMTP+everything else server: a mail server in a box. | 2018-12-19T19:45:58Z |
| 89 | [Mailpile](https://github.com/mailpile/Mailpile) | 7618 | 910 | Python | 379 | A free & open modern, fast email client with user-friendly encryption and privacy features | 2018-12-14T16:17:37Z |
| 90 | [speedtest-cli](https://github.com/sivel/speedtest-cli) | 7439 | 1040 | Python | 13 | Command line interface for testing internet bandwidth using speedtest.net | 2018-12-03T16:45:30Z |
| 91 | [aws-cli](https://github.com/aws/aws-cli) | 7330 | 1528 | Python | 479 | Universal Command Line Interface for Amazon Web Services | 2018-12-21T23:06:05Z |
| 92 | [termtosvg](https://github.com/nbedos/termtosvg) | 7323 | 258 | Python | 9 | Record terminal sessions as SVG animations | 2018-12-11T19:00:29Z |
| 93 | [HelloGitHub](https://github.com/521xueweihan/HelloGitHub) | 7295 | 797 | Python | 27 | :octocat: GitHub 上好玩、容易上手的项目，帮你找到编程的乐趣。欢迎推荐、自荐项目，让更多人知道你的项目⭐️ | 2018-12-22T02:09:48Z |
| 94 | [nltk](https://github.com/nltk/nltk) | 7240 | 2031 | Python | 366 | NLTK Source | 2018-12-20T15:34:55Z |
| 95 | [sovereign](https://github.com/sovereign/sovereign) | 7238 | 674 | Python | 71 | A set of Ansible playbooks to build and maintain your own private cloud: email, calendar, contacts, file sync, IRC bouncer, VPN, and more. | 2018-08-05T11:43:30Z |
| 96 | [newspaper](https://github.com/codelucas/newspaper) | 7229 | 1211 | Python | 269 | News, full-text, and article metadata extraction in Python 3. Advanced docs: | 2018-12-04T15:02:27Z |
| 97 | [wxpy](https://github.com/youfou/wxpy) | 7189 | 1334 | Python | 238 | 微信机器人 / 可能是最优雅的微信个人号 API ✨✨ | 2018-12-06T07:52:15Z |
| 98 | [MLAlgorithms](https://github.com/rushter/MLAlgorithms) | 7172 | 1186 | Python | 7 | Minimal and clean examples of machine learning algorithms implementations | 2018-10-23T05:18:22Z |
| 99 | [fast-style-transfer](https://github.com/lengstrom/fast-style-transfer) | 7171 | 1673 | Python | 55 | TensorFlow CNN for fast style transfer ⚡🖥🎨🖼 | 2018-10-30T08:20:03Z |
| 100 | [sonnet](https://github.com/deepmind/sonnet) | 7126 | 996 | Python | 12 | TensorFlow-based neural network library | 2018-12-03T00:22:07Z |