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) | 65591 | 12639 | Python | 487 | A curated list of awesome Python frameworks, libraries, software and resources | 2019-04-10T21:04:08Z |
| 2 | [system-design-primer](https://github.com/donnemartin/system-design-primer) | 61170 | 9076 | Python | 76 | Learn how to design large-scale systems. Prep for the system design interview.  Includes Anki flashcards. | 2019-04-10T00:47:01Z |
| 3 | [public-apis](https://github.com/toddmotto/public-apis) | 55538 | 5697 | Python | 48 | A collective list of free APIs for use in software and web development. | 2019-04-06T04:27:41Z |
| 4 | [youtube-dl](https://github.com/ytdl-org/youtube-dl) | 49038 | 8514 | Python | 2780 | Command-line program to download videos from YouTube.com and other video sites | 2019-04-10T23:34:35Z |
| 5 | [thefuck](https://github.com/nvbn/thefuck) | 42624 | 2123 | Python | 152 | Magnificent app which corrects your previous console command. | 2019-04-10T14:58:42Z |
| 6 | [keras](https://github.com/keras-team/keras) | 39989 | 15204 | Python | 2306 | Deep Learning for humans | 2019-04-09T17:25:28Z |
| 7 | [awesome-machine-learning](https://github.com/josephmisiti/awesome-machine-learning) | 39156 | 9704 | Python | 1 | A curated list of awesome Machine Learning frameworks, libraries and software. | 2019-04-10T18:09:27Z |
| 8 | [ansible](https://github.com/ansible/ansible) | 36413 | 15039 | Python | 5493 | 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/ | 2019-04-11T03:57:24Z |
| 9 | [scikit-learn](https://github.com/scikit-learn/scikit-learn) | 34394 | 16835 | Python | 1920 | scikit-learn: machine learning in Python | 2019-04-11T02:52:05Z |
| 10 | [big-list-of-naughty-strings](https://github.com/minimaxir/big-list-of-naughty-strings) | 32314 | 1365 | Python | 71 | 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 |
| 11 | [scrapy](https://github.com/scrapy/scrapy) | 32283 | 7632 | Python | 786 | Scrapy, a fast high-level web crawling & scraping framework for Python. | 2019-04-10T20:43:04Z |
| 12 | [certbot](https://github.com/certbot/certbot) | 24798 | 2517 | Python | 780 | 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. | 2019-04-11T01:24:38Z |
| 13 | [Python](https://github.com/TheAlgorithms/Python) | 24621 | 6899 | Python | 158 | All Algorithms implemented in Python | 2019-04-10T15:59:50Z |
| 14 | [cpython](https://github.com/python/cpython) | 23543 | 9385 | Python | 1030 | The Python programming language | 2019-04-11T03:19:38Z |
| 15 | [you-get](https://github.com/soimort/you-get) | 23208 | 4603 | Python | 312 | :arrow_double_down: Dumb downloader that scrapes the web | 2019-04-08T09:01:12Z |
| 16 | [home-assistant](https://github.com/home-assistant/home-assistant) | 22751 | 6575 | Python | 1087 | :house_with_garden: Open source home automation that puts local control and privacy first | 2019-04-11T03:53:16Z |
| 17 | [CppCoreGuidelines](https://github.com/isocpp/CppCoreGuidelines) | 22015 | 2819 | Python | 111 | The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++ | 2019-04-10T16:36:03Z |
| 18 | [tldr](https://github.com/tldr-pages/tldr) | 21924 | 1624 | Python | 83 | :books: Simplified and community-driven man pages | 2019-04-10T23:19:24Z |
| 19 | [100-Days-Of-ML-Code](https://github.com/Avik-Jain/100-Days-Of-ML-Code) | 21740 | 4803 | Python | 37 | 100 Days of ML Coding | 2019-04-06T19:41:38Z |
| 20 | [Algorithm_Interview_Notes-Chinese](https://github.com/imhuay/Algorithm_Interview_Notes-Chinese) | 21292 | 6346 | Python | 24 | 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 |
| 21 | [python-patterns](https://github.com/faif/python-patterns) | 20066 | 4358 | Python | 10 | A collection of design patterns/idioms in Python | 2019-04-07T22:00:10Z |
| 22 | [Detectron](https://github.com/facebookresearch/Detectron) | 19889 | 4189 | Python | 221 | FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet. | 2019-04-10T07:20:27Z |
| 23 | [pandas](https://github.com/pandas-dev/pandas) | 18900 | 7548 | Python | 2983 | Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more | 2019-04-11T02:51:09Z |
| 24 | [YouCompleteMe](https://github.com/Valloric/YouCompleteMe) | 18779 | 2112 | Python | 47 | A code-completion engine for Vim | 2019-04-10T22:43:11Z |
| 25 | [tornado](https://github.com/tornadoweb/tornado) | 17562 | 4891 | Python | 154 | Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed. | 2019-03-23T19:42:58Z |
| 26 | [faceswap](https://github.com/deepfakes/faceswap) | 17292 | 5698 | Python | 14 | Non official project based on original /r/Deepfakes thread. Many thanks to him! | 2019-04-10T10:42:52Z |
| 27 | [interactive-coding-challenges](https://github.com/donnemartin/interactive-coding-challenges) | 16796 | 2419 | Python | 41 | 120+ interactive Python coding interview challenges (algorithms and data structures).  Includes Anki flashcards. | 2019-02-09T14:20:30Z |
| 28 | [pipenv](https://github.com/pypa/pipenv) | 16502 | 1202 | Python | 293 |  Python Development Workflow for Humans. | 2019-04-09T13:00:23Z |
| 29 | [gym](https://github.com/openai/gym) | 16255 | 4310 | Python | 271 | A toolkit for developing and comparing reinforcement learning algorithms. | 2019-04-09T22:20:34Z |
| 30 | [data-science-ipython-notebooks](https://github.com/donnemartin/data-science-ipython-notebooks) | 15322 | 4634 | 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 |
| 31 | [reddit](https://github.com/reddit-archive/reddit) | 14944 | 2754 | Python | 303 | historical code from reddit.com | 2017-10-17T19:57:07Z |
| 32 | [algorithms](https://github.com/keon/algorithms) | 14682 | 2673 | Python | 49 | Minimal examples of data structures and algorithms in Python | 2019-03-30T17:44:41Z |
| 33 | [mitmproxy](https://github.com/mitmproxy/mitmproxy) | 14650 | 1908 | Python | 231 | An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers. | 2019-04-09T20:25:41Z |
| 34 | [macOS-Security-and-Privacy-Guide](https://github.com/drduh/macOS-Security-and-Privacy-Guide) | 14599 | 1006 | Python | 3 | Guide to securing and improving privacy on macOS | 2019-03-29T04:41:05Z |
| 35 | [bert](https://github.com/google-research/bert) | 13944 | 3147 | Python | 293 | TensorFlow code and pre-trained models for BERT | 2019-04-10T18:14:25Z |
| 36 | [wechat_jump_game](https://github.com/wangshub/wechat_jump_game) | 13889 | 4705 | Python | 25 | 微信《跳一跳》Python 辅助 | 2018-08-03T00:44:49Z |
| 37 | [sqlmap](https://github.com/sqlmapproject/sqlmap) | 13860 | 3010 | Python | 55 | Automatic SQL injection and database takeover tool | 2019-04-10T09:33:54Z |
| 38 | [python-fire](https://github.com/google/python-fire) | 13842 | 802 | Python | 55 | Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object. | 2019-04-10T20:25:08Z |
| 39 | [django-rest-framework](https://github.com/encode/django-rest-framework) | 13674 | 4101 | Python | 198 | Web APIs for Django. ⚡️ | 2019-04-10T18:02:08Z |
| 40 | [ipython](https://github.com/ipython/ipython) | 13467 | 3789 | Python | 1154 | Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc. | 2019-04-08T07:15:35Z |
| 41 | [glances](https://github.com/nicolargo/glances) | 13196 | 893 | Python | 115 | Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems. | 2019-04-10T09:36:44Z |
| 42 | [pyspider](https://github.com/binux/pyspider) | 12957 | 3182 | Python | 224 | A Powerful Spider(Web Crawler) System in Python. | 2019-04-08T13:26:16Z |
| 43 | [spaCy](https://github.com/explosion/spaCy) | 12876 | 2181 | Python | 121 | 💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython | 2019-04-11T03:23:52Z |
| 44 | [magenta](https://github.com/tensorflow/magenta) | 12873 | 2482 | Python | 177 | Magenta: Music and Art Generation with Machine Intelligence | 2019-04-10T23:34:52Z |
| 45 | [algo](https://github.com/trailofbits/algo) | 12855 | 1112 | Python | 43 | Set up a personal IPSEC VPN in the cloud | 2019-04-10T09:20:01Z |
| 46 | [celery](https://github.com/celery/celery) | 12079 | 3196 | Python | 467 | Distributed Task Queue (development branch) | 2019-04-10T17:28:18Z |
| 47 | [sanic](https://github.com/huge-success/sanic) | 11789 | 1106 | Python | 99 | Async Python 3.5+ web server that's written to go fast | 2019-04-10T18:05:48Z |
| 48 | [Mask_RCNN](https://github.com/matterport/Mask_RCNN) | 11350 | 4883 | Python | 847 | Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow | 2019-04-07T22:20:20Z |
| 49 | [luigi](https://github.com/spotify/luigi) | 11293 | 1891 | Python | 56 | 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.  | 2019-04-09T19:57:14Z |
| 50 | [ML-From-Scratch](https://github.com/eriklindernoren/ML-From-Scratch) | 11278 | 1936 | 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. | 2019-01-23T19:22:24Z |
| 51 | [fabric](https://github.com/fabric/fabric) | 11134 | 1705 | Python | 328 | Simple, Pythonic remote execution and deployment. | 2019-04-04T21:48:41Z |
| 52 | [TensorFlow-Course](https://github.com/machinelearningmindset/TensorFlow-Course) | 11073 | 1970 | Python | 1 | Simple and ready-to-use tutorials for TensorFlow  | 2019-04-03T16:14:32Z |
| 53 | [pytorch-tutorial](https://github.com/yunjey/pytorch-tutorial) | 10792 | 3258 | Python | 38 | PyTorch Tutorial for Deep Learning Researchers | 2019-03-13T16:25:00Z |
| 54 | [Python](https://github.com/geekcomputers/Python) | 10744 | 6179 | Python | 73 | My Python Examples | 2019-04-02T20:31:10Z |
| 55 | [nginx-proxy](https://github.com/jwilder/nginx-proxy) | 10490 | 1962 | Python | 512 | Automated nginx proxy for Docker containers using docker-gen | 2019-04-09T04:05:44Z |
| 56 | [powerline](https://github.com/powerline/powerline) | 10165 | 793 | Python | 157 | Powerline is a statusline plugin for vim, and provides statuslines and prompts for several other applications, including zsh, bash, tmux, IPython, Awesome and Qtile. | 2019-04-07T18:40:01Z |
| 57 | [pix2code](https://github.com/tonybeltramelli/pix2code) | 10128 | 1024 | Python | 0 | pix2code: Generating Code from a Graphical User Interface Screenshot | 2019-04-09T23:35:37Z |
| 58 | [NLP-progress](https://github.com/sebastianruder/NLP-progress) | 9816 | 1539 | Python | 12 | 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. | 2019-04-08T13:15:20Z |
| 59 | [salt](https://github.com/saltstack/salt) | 9803 | 4526 | Python | 2477 | Software to automate the management and configuration of any infrastructure or application at scale. Get access to the Salt software package repository here:  | 2019-04-11T02:21:39Z |
| 60 | [locust](https://github.com/locustio/locust) | 9799 | 1410 | Python | 161 | Scalable user load testing tool written in Python | 2019-04-08T20:36:22Z |
| 61 | [awesome-algorithm](https://github.com/apachecn/awesome-algorithm) | 9775 | 1880 | Python | 4 | 结构化算法刷题训练指南 | 2019-04-07T07:50:57Z |
| 62 | [tqdm](https://github.com/tqdm/tqdm) | 9697 | 501 | Python | 178 | A fast, extensible progress bar for Python and CLI | 2019-03-21T14:05:56Z |
| 63 | [zulip](https://github.com/zulip/zulip) | 9574 | 2985 | Python | 1326 | Zulip server - powerful open source team chat | 2019-04-11T01:45:12Z |
| 64 | [FastPhotoStyle](https://github.com/NVIDIA/FastPhotoStyle) | 9488 | 894 | Python | 32 | Style transfer, deep learning, feature transform | 2019-04-05T18:41:46Z |
| 65 | [bokeh](https://github.com/bokeh/bokeh) | 9257 | 2484 | Python | 385 | Interactive Web Plotting for Python | 2019-04-11T03:07:50Z |
| 66 | [autojump](https://github.com/wting/autojump) | 9243 | 468 | Python | 145 | A cd command that learns - easily navigate directories from the command line | 2019-04-08T02:33:25Z |
| 67 | [cookiecutter](https://github.com/audreyr/cookiecutter) | 9242 | 1013 | Python | 225 | A command-line utility that creates projects from cookiecutters (project templates). E.g. Python package projects, jQuery plugin projects. | 2019-04-09T15:43:40Z |
| 68 | [neural-enhance](https://github.com/alexjc/neural-enhance) | 9093 | 969 | Python | 118 | Super Resolution for images using deep learning. | 2018-01-25T05:01:58Z |
| 69 | [neural-doodle](https://github.com/alexjc/neural-doodle) | 9069 | 806 | Python | 47 | 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 |
| 70 | [kivy](https://github.com/kivy/kivy) | 9043 | 2044 | Python | 674 | Open source UI framework written in Python, running on Windows, Linux, macOS, Android and iOS | 2019-04-10T22:18:17Z |
| 71 | [matplotlib](https://github.com/matplotlib/matplotlib) | 9034 | 4087 | Python | 1455 | matplotlib: plotting with Python | 2019-04-10T17:02:02Z |
| 72 | [tflearn](https://github.com/tflearn/tflearn) | 9015 | 2271 | Python | 551 | Deep learning library featuring a higher-level API for TensorFlow. | 2019-02-27T19:26:49Z |
| 73 | [gensim](https://github.com/RaRe-Technologies/gensim) | 8990 | 3320 | Python | 219 | Topic Modelling for Humans | 2019-04-09T20:02:09Z |
| 74 | [neural-networks-and-deep-learning](https://github.com/mnielsen/neural-networks-and-deep-learning) | 8949 | 4407 | Python | 4 | Code samples for my book "Neural Networks and Deep Learning" | 2019-01-21T21:55:07Z |
| 75 | [Zappa](https://github.com/Miserlou/Zappa) | 8938 | 969 | Python | 529 | Serverless Python | 2019-04-04T14:59:07Z |
| 76 | [RocAlphaGo](https://github.com/Rochester-NRT/RocAlphaGo) | 8918 | 2479 | 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 |
| 77 | [game-programmer](https://github.com/miloyip/game-programmer) | 8709 | 1023 | Python | 15 | A Study Path for Game Programmer | 2019-01-02T01:54:21Z |
| 78 | [black](https://github.com/ambv/black) | 8673 | 432 | Python | 167 | The uncompromising Python code formatter | 2019-03-28T01:15:46Z |
| 79 | [inter](https://github.com/rsms/inter) | 8666 | 161 | Python | 17 | The Inter font family | 2019-04-05T00:30:39Z |
| 80 | [beets](https://github.com/beetbox/beets) | 8611 | 1500 | Python | 645 | music library manager and MusicBrainz tagger | 2019-04-10T05:54:53Z |
| 81 | [stanford-tensorflow-tutorials](https://github.com/chiphuyen/stanford-tensorflow-tutorials) | 8389 | 3853 | Python | 78 | This repository contains code examples for the Stanford's course: TensorFlow for Deep Learning Research.  | 2019-03-02T17:44:57Z |
| 82 | [examples](https://github.com/pytorch/examples) | 8302 | 3835 | Python | 155 | A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc. | 2019-04-10T15:02:54Z |
| 83 | [ChatterBot](https://github.com/gunthercox/ChatterBot) | 8089 | 2810 | Python | 77 | ChatterBot is a machine learning, conversational dialog engine for creating chat bots | 2019-04-10T14:18:03Z |
| 84 | [prophet](https://github.com/facebook/prophet) | 8071 | 1881 | Python | 87 | Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth. | 2019-04-04T10:42:50Z |
| 85 | [wxpy](https://github.com/youfou/wxpy) | 8005 | 1443 | Python | 250 | 微信机器人 / 可能是最优雅的微信个人号 API ✨✨ | 2018-12-06T07:52:15Z |
| 86 | [aws-cli](https://github.com/aws/aws-cli) | 7864 | 1665 | Python | 541 | Universal Command Line Interface for Amazon Web Services | 2019-04-10T19:06:45Z |
| 87 | [pgcli](https://github.com/dbcli/pgcli) | 7799 | 349 | Python | 117 | Postgres CLI with autocompletion and syntax highlighting | 2019-04-09T20:46:28Z |
| 88 | [Mailpile](https://github.com/mailpile/Mailpile) | 7762 | 922 | Python | 384 | A free & open modern, fast email client with user-friendly encryption and privacy features | 2019-04-10T14:17:22Z |
| 89 | [fast-style-transfer](https://github.com/lengstrom/fast-style-transfer) | 7717 | 1832 | Python | 45 | TensorFlow CNN for fast style transfer ⚡🖥🎨🖼 | 2019-04-08T23:50:42Z |
| 90 | [facenet](https://github.com/davidsandberg/facenet) | 7705 | 3205 | Python | 367 | Face recognition using Tensorflow | 2019-02-20T15:44:48Z |
| 91 | [pytorch-CycleGAN-and-pix2pix](https://github.com/junyanz/pytorch-CycleGAN-and-pix2pix) | 7638 | 1981 | Python | 89 | Image-to-image translation in PyTorch (e.g., horse2zebra, edges2cats, and more) | 2019-04-08T00:27:51Z |
| 92 | [nltk](https://github.com/nltk/nltk) | 7628 | 2096 | Python | 388 | NLTK Source | 2019-04-04T19:13:16Z |
| 93 | [DeepCreamPy](https://github.com/deeppomf/DeepCreamPy) | 7617 | 764 | Python | 6 | Decensoring Hentai with Deep Neural Networks | 2019-04-03T08:07:57Z |
| 94 | [InstaPy](https://github.com/timgrossmann/InstaPy) | 7557 | 2022 | Python | 201 | 📷 Instagram Bot - Tool for automated Instagram interactions | 2019-04-09T20:53:08Z |
| 95 | [chisel](https://github.com/facebook/chisel) | 7533 | 660 | Python | 31 | Chisel is a collection of LLDB commands to assist debugging iOS apps. | 2019-04-06T22:20:47Z |
| 96 | [sonnet](https://github.com/deepmind/sonnet) | 7467 | 1034 | Python | 16 | TensorFlow-based neural network library | 2019-04-03T13:34:59Z |
| 97 | [awesome-python-applications](https://github.com/mahmoud/awesome-python-applications) | 7451 | 1226 | Python | 20 | 💿 Free software that works great, and also happens to be open-source Python.  | 2019-04-06T06:48:52Z |
| 98 | [d2l-zh](https://github.com/d2l-ai/d2l-zh) | 7441 | 2003 | Python | 1 | 《动手学深度学习》，英文版即伯克利深度学习（STAT 157，2019春）教材。面向中文读者、能运行、可讨论。 | 2019-04-10T18:27:07Z |
| 99 | [tensor2tensor](https://github.com/tensorflow/tensor2tensor) | 7429 | 1883 | Python | 371 | Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research. | 2019-04-11T00:31:56Z |
| 100 | [jupyter](https://github.com/jupyter/jupyter) | 7424 | 1708 | Python | 137 | Jupyter metapackage for installation, docs and chat | 2019-04-10T20:17:08Z |