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[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) | 69048 | 13448 | Python | 460 | A curated list of awesome Python frameworks, libraries, software and resources | 2019-06-19T12:10:23Z |
| 2 | [system-design-primer](https://github.com/donnemartin/system-design-primer) | 67472 | 10348 | Python | 91 | Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards. | 2019-06-19T10:19:07Z |
| 3 | [public-apis](https://github.com/public-apis/public-apis) | 58372 | 6123 | Python | 72 | A collective list of free APIs for use in software and web development. | 2019-06-20T13:53:24Z |
| 4 | [models](https://github.com/tensorflow/models) | 54402 | 33811 | Python | 1685 | Models and examples built with TensorFlow | 2019-06-23T18:14:14Z |
| 5 | [youtube-dl](https://github.com/ytdl-org/youtube-dl) | 51811 | 8999 | Python | 2901 | Command-line program to download videos from YouTube.com and other video sites | 2019-06-24T01:35:13Z |
| 6 | [Python](https://github.com/TheAlgorithms/Python) | 47029 | 13556 | Python | 192 | All Algorithms implemented in Python | 2019-06-24T00:58:45Z |
| 7 | [flask](https://github.com/pallets/flask) | 44891 | 12608 | Python | 21 | The Python micro framework for building web applications. | 2019-06-23T23:58:05Z |
| 8 | [thefuck](https://github.com/nvbn/thefuck) | 44400 | 2215 | Python | 166 | Magnificent app which corrects your previous console command. | 2019-06-18T02:33:12Z |
| 9 | [django](https://github.com/django/django) | 42343 | 18218 | Python | 232 | The Web framework for perfectionists with deadlines. | 2019-06-23T19:13:39Z |
| 10 | [keras](https://github.com/keras-team/keras) | 42146 | 16071 | Python | 2425 | Deep Learning for humans | 2019-06-23T20:57:34Z |
| 11 | [httpie](https://github.com/jakubroztocil/httpie) | 42027 | 2763 | Python | 165 | 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 | 2019-06-23T10:05:25Z |
| 12 | [awesome-machine-learning](https://github.com/josephmisiti/awesome-machine-learning) | 40452 | 10150 | Python | 2 | A curated list of awesome Machine Learning frameworks, libraries and software. | 2019-06-18T03:07:12Z |
| 13 | [requests](https://github.com/kennethreitz/requests) | 39077 | 7122 | Python | 233 | Python HTTP Requests for Humans™ ✨🍰✨ | 2019-06-20T06:36:51Z |
| 14 | [ansible](https://github.com/ansible/ansible) | 37872 | 15872 | Python | 5798 | 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/ | 2019-06-24T02:32:17Z |
| 15 | [scikit-learn](https://github.com/scikit-learn/scikit-learn) | 35755 | 17499 | Python | 1942 | scikit-learn: machine learning in Python | 2019-06-24T02:25:59Z |
| 16 | [scrapy](https://github.com/scrapy/scrapy) | 33316 | 7842 | Python | 824 | Scrapy, a fast high-level web crawling & scraping framework for Python. | 2019-06-19T16:00:47Z |
| 17 | [big-list-of-naughty-strings](https://github.com/minimaxir/big-list-of-naughty-strings) | 32552 | 1379 | 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) | 30574 | 18646 | Python | 448 | None | 2019-06-14T03:17:23Z |
| 19 | [XX-Net](https://github.com/XX-net/XX-Net) | 28051 | 7593 | Python | 7790 | a web proxy tool | 2019-06-19T08:09:48Z |
| 20 | [certbot](https://github.com/certbot/certbot) | 25251 | 2600 | Python | 537 | 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. | 2019-06-23T22:21:20Z |
| 21 | [you-get](https://github.com/soimort/you-get) | 25086 | 4998 | Python | 317 | :arrow_double_down: Dumb downloader that scrapes the web | 2019-06-18T14:48:57Z |
| 22 | [cpython](https://github.com/python/cpython) | 25047 | 10388 | Python | 967 | The Python programming language | 2019-06-24T02:32:43Z |
| 23 | [face_recognition](https://github.com/ageitgey/face_recognition) | 24978 | 6678 | Python | 330 | The world's simplest facial recognition api for Python and the command line | 2019-06-13T10:07:03Z |
| 24 | [home-assistant](https://github.com/home-assistant/home-assistant) | 24380 | 7110 | Python | 1261 | :house_with_garden: Open source home automation that puts local control and privacy first | 2019-06-23T23:50:06Z |
| 25 | [Algorithm_Interview_Notes-Chinese](https://github.com/imhuay/Algorithm_Interview_Notes-Chinese) | 24022 | 7379 | 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 |
| 26 | [100-Days-Of-ML-Code](https://github.com/Avik-Jain/100-Days-Of-ML-Code) | 23724 | 5566 | Python | 41 | 100 Days of ML Coding | 2019-06-08T14:57:19Z |
| 27 | [Deep-Learning-Papers-Reading-Roadmap](https://github.com/floodsung/Deep-Learning-Papers-Reading-Roadmap) | 23251 | 5283 | Python | 75 | Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech! | 2019-05-19T16:02:00Z |
| 28 | [CppCoreGuidelines](https://github.com/isocpp/CppCoreGuidelines) | 23223 | 3010 | Python | 126 | The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++ | 2019-06-23T22:46:51Z |
| 29 | [tldr](https://github.com/tldr-pages/tldr) | 22748 | 1685 | Python | 83 | :books: Simplified and community-driven man pages | 2019-06-24T02:43:26Z |
| 30 | [sentry](https://github.com/getsentry/sentry) | 21239 | 2429 | Python | 862 | Sentry is cross-platform application monitoring, with a focus on error reporting. | 2019-06-23T00:18:15Z |
| 31 | [python-patterns](https://github.com/faif/python-patterns) | 20985 | 4540 | Python | 9 | A collection of design patterns/idioms in Python | 2019-06-04T18:49:48Z |
| 32 | [Detectron](https://github.com/facebookresearch/Detectron) | 20796 | 4463 | Python | 243 | FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet. | 2019-05-31T18:21:06Z |
| 33 | [pandas](https://github.com/pandas-dev/pandas) | 20048 | 7929 | Python | 3072 | Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more | 2019-06-24T02:22:37Z |
| 34 | [linux-insides](https://github.com/0xAX/linux-insides) | 19822 | 2120 | Python | 25 | A little bit about a linux kernel | 2019-05-30T23:45:08Z |
| 35 | [faceswap](https://github.com/deepfakes/faceswap) | 19654 | 6531 | Python | 12 | Non official project based on original /r/Deepfakes thread. Many thanks to him! | 2019-06-23T23:32:33Z |
| 36 | [YouCompleteMe](https://github.com/ycm-core/YouCompleteMe) | 19248 | 2149 | Python | 51 | A code-completion engine for Vim | 2019-06-15T21:11:35Z |
| 37 | [jieba](https://github.com/fxsjy/jieba) | 19031 | 4945 | Python | 480 | 结巴中文分词 | 2019-06-04T03:45:50Z |
| 38 | [tornado](https://github.com/tornadoweb/tornado) | 17915 | 4978 | Python | 156 | Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed. | 2019-06-23T22:57:57Z |
| 39 | [localstack](https://github.com/localstack/localstack) | 17475 | 1207 | Python | 430 | 💻 A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline! | 2019-06-21T10:59:05Z |
| 40 | [interactive-coding-challenges](https://github.com/donnemartin/interactive-coding-challenges) | 17423 | 2562 | Python | 42 | 120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards. | 2019-05-17T09:22:54Z |
| 41 | [ItChat](https://github.com/littlecodersh/ItChat) | 17397 | 4026 | Python | 183 | 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。 | 2019-05-24T03:13:26Z |
| 42 | [pipenv](https://github.com/pypa/pipenv) | 17338 | 1284 | Python | 303 | Python Development Workflow for Humans. | 2019-06-23T01:46:36Z |
| 43 | [gym](https://github.com/openai/gym) | 17147 | 4627 | Python | 177 | A toolkit for developing and comparing reinforcement learning algorithms. | 2019-06-23T19:37:08Z |
| 44 | [cheat.sh](https://github.com/chubin/cheat.sh) | 16586 | 805 | Python | 41 | the only cheat sheet you need | 2019-05-31T19:49:06Z |
| 45 | [compose](https://github.com/docker/compose) | 16459 | 2521 | Python | 492 | Define and run multi-container applications with Docker | 2019-06-23T16:43:56Z |
| 46 | [bert](https://github.com/google-research/bert) | 16002 | 3904 | Python | 390 | TensorFlow code and pre-trained models for BERT | 2019-06-23T18:11:26Z |
| 47 | [data-science-ipython-notebooks](https://github.com/donnemartin/data-science-ipython-notebooks) | 15855 | 4850 | 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 |
| 48 | [AiLearning](https://github.com/apachecn/AiLearning) | 15652 | 5529 | Python | 24 | AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP | 2019-06-23T15:03:23Z |
| 49 | [mitmproxy](https://github.com/mitmproxy/mitmproxy) | 15381 | 1992 | Python | 263 | An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers. | 2019-06-19T23:00:40Z |
| 50 | [algorithms](https://github.com/keon/algorithms) | 15256 | 2848 | Python | 53 | Minimal examples of data structures and algorithms in Python | 2019-06-20T16:08:09Z |
| 51 | [reddit](https://github.com/reddit-archive/reddit) | 15021 | 2756 | Python | 303 | historical code from reddit.com | 2017-10-17T19:57:07Z |
| 52 | [macOS-Security-and-Privacy-Guide](https://github.com/drduh/macOS-Security-and-Privacy-Guide) | 14878 | 1039 | Python | 4 | Guide to securing and improving privacy on macOS | 2019-05-21T03:52:04Z |
| 53 | [wtfpython](https://github.com/satwikkansal/wtfpython) | 14861 | 1388 | Python | 15 | A collection of surprising Python snippets and lesser-known features. | 2019-06-10T19:13:56Z |
| 54 | [source-code-pro](https://github.com/adobe-fonts/source-code-pro) | 14684 | 1220 | Python | 37 | Monospaced font family for user interface and coding environments | 2019-06-10T07:39:30Z |
| 55 | [django-rest-framework](https://github.com/encode/django-rest-framework) | 14507 | 4295 | Python | 206 | Web APIs for Django. ⚡️ | 2019-06-23T20:18:09Z |
| 56 | [sqlmap](https://github.com/sqlmapproject/sqlmap) | 14475 | 3131 | Python | 45 | Automatic SQL injection and database takeover tool | 2019-06-21T08:15:42Z |
| 57 | [python-fire](https://github.com/google/python-fire) | 14309 | 848 | Python | 57 | Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object. | 2019-06-13T14:20:21Z |
| 58 | [chinese-poetry](https://github.com/chinese-poetry/chinese-poetry) | 14043 | 2458 | 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 |
| 59 | [ZeroNet](https://github.com/HelloZeroNet/ZeroNet) | 13956 | 1802 | Python | 584 | ZeroNet - Decentralized websites using Bitcoin crypto and BitTorrent network | 2019-06-23T12:21:51Z |
| 60 | [wechat_jump_game](https://github.com/wangshub/wechat_jump_game) | 13912 | 4687 | Python | 25 | 微信《跳一跳》Python 辅助 | 2018-08-03T00:44:49Z |
| 61 | [glances](https://github.com/nicolargo/glances) | 13662 | 925 | Python | 114 | Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems. | 2019-06-20T18:50:00Z |
| 62 | [HelloGitHub](https://github.com/521xueweihan/HelloGitHub) | 13658 | 1487 | Python | 47 | :octocat: 分享 GitHub 上有趣、入门级的开源项目「每月28号更新」 | 2019-06-21T09:03:13Z |
| 63 | [ipython](https://github.com/ipython/ipython) | 13639 | 3831 | Python | 1186 | Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc. | 2019-06-22T21:14:27Z |
| 64 | [spaCy](https://github.com/explosion/spaCy) | 13639 | 2348 | Python | 159 | 💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython | 2019-06-22T09:20:41Z |
| 65 | [algo](https://github.com/trailofbits/algo) | 13573 | 1194 | Python | 50 | Set up a personal IPSEC VPN in the cloud | 2019-06-23T22:41:10Z |
| 66 | [magenta](https://github.com/tensorflow/magenta) | 13409 | 2646 | Python | 201 | Magenta: Music and Art Generation with Machine Intelligence | 2019-06-21T15:27:37Z |
| 67 | [pyspider](https://github.com/binux/pyspider) | 13279 | 3255 | Python | 238 | A Powerful Spider(Web Crawler) System in Python. | 2019-06-18T16:10:44Z |
| 68 | [redash](https://github.com/getredash/redash) | 12951 | 2142 | Python | 466 | Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data. | 2019-06-23T22:59:27Z |
| 69 | [hosts](https://github.com/StevenBlack/hosts) | 12897 | 1135 | Python | 55 | 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. | 2019-06-23T08:28:47Z |
| 70 | [airflow](https://github.com/apache/airflow) | 12734 | 4629 | Python | 300 | Apache Airflow | 2019-06-23T22:01:48Z |
| 71 | [celery](https://github.com/celery/celery) | 12715 | 3309 | Python | 421 | Distributed Task Queue (development branch) | 2019-06-23T13:47:47Z |
| 72 | [Mask_RCNN](https://github.com/matterport/Mask_RCNN) | 12603 | 5576 | Python | 957 | Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow | 2019-06-21T11:47:52Z |
| 73 | [TensorFlow-Course](https://github.com/machinelearningmindset/TensorFlow-Course) | 12304 | 2328 | Python | 1 | Simple and ready-to-use tutorials for TensorFlow | 2019-05-16T05:36:38Z |
| 74 | [sanic](https://github.com/huge-success/sanic) | 12274 | 1154 | Python | 42 | Async Python 3.6+ web server/framework \| Build fast. Run fast. | 2019-06-23T21:43:18Z |
| 75 | [pytorch-tutorial](https://github.com/yunjey/pytorch-tutorial) | 12006 | 3674 | Python | 47 | PyTorch Tutorial for Deep Learning Researchers | 2019-05-12T21:44:06Z |
| 76 | [bitcoinbook](https://github.com/bitcoinbook/bitcoinbook) | 11960 | 3474 | Python | 75 | Mastering Bitcoin 2nd Edition - Programming the Open Blockchain | 2019-06-19T21:26:41Z |
| 77 | [luigi](https://github.com/spotify/luigi) | 11771 | 1948 | Python | 39 | 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. | 2019-06-20T16:20:43Z |
| 78 | [PySnooper](https://github.com/cool-RR/PySnooper) | 11672 | 725 | Python | 11 | Never use print for debugging again | 2019-06-19T17:56:51Z |
| 79 | [ML-From-Scratch](https://github.com/eriklindernoren/ML-From-Scratch) | 11630 | 2095 | Python | 11 | 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. | 2019-06-09T02:21:59Z |
| 80 | [Python](https://github.com/geekcomputers/Python) | 11553 | 6476 | Python | 77 | My Python Examples | 2019-06-17T05:05:16Z |
| 81 | [fabric](https://github.com/fabric/fabric) | 11370 | 1721 | Python | 343 | Simple, Pythonic remote execution and deployment. | 2019-06-21T16:34:47Z |
| 82 | [black](https://github.com/python/black) | 11039 | 552 | Python | 169 | The uncompromising Python code formatter | 2019-06-20T11:29:39Z |
| 83 | [Awesome-Linux-Software](https://github.com/luong-komorebi/Awesome-Linux-Software) | 11039 | 1033 | Python | 11 | A list of awesome applications, software, tools and other materials for Linux distros. | 2019-06-22T18:54:06Z |
| 84 | [nginx-proxy](https://github.com/jwilder/nginx-proxy) | 11034 | 2051 | Python | 531 | Automated nginx proxy for Docker containers using docker-gen | 2019-06-23T13:22:27Z |
| 85 | [NLP-progress](https://github.com/sebastianruder/NLP-progress) | 10911 | 1770 | Python | 15 | 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. | 2019-06-23T21:03:37Z |
| 86 | [material-theme](https://github.com/equinusocio/material-theme) | 10904 | 786 | Python | 4 | Material Theme, the most epic theme for Sublime Text 3 by Mattia Astorino | 2019-06-20T21:25:40Z |
| 87 | [awesome-algorithm](https://github.com/apachecn/awesome-algorithm) | 10529 | 2118 | Python | 3 | Lisanaaa 小专栏 | 2019-06-23T07:35:37Z |
| 88 | [tqdm](https://github.com/tqdm/tqdm) | 10516 | 554 | Python | 199 | A Fast, Extensible Progress Bar for Python and CLI | 2019-06-18T19:17:23Z |
| 89 | [manim](https://github.com/3b1b/manim) | 10480 | 1197 | Python | 71 | Animation engine for explanatory math videos | 2019-06-23T23:26:35Z |
| 90 | [powerline](https://github.com/powerline/powerline) | 10458 | 808 | Python | 172 | Powerline is a statusline plugin for vim, and provides statuslines and prompts for several other applications, including zsh, bash, tmux, IPython, Awesome and Qtile. | 2019-06-12T22:27:54Z |
| 91 | [locust](https://github.com/locustio/locust) | 10322 | 1484 | Python | 173 | Scalable user load testing tool written in Python | 2019-06-21T19:48:12Z |
| 92 | [pix2code](https://github.com/tonybeltramelli/pix2code) | 10265 | 1056 | Python | 0 | pix2code: Generating Code from a Graphical User Interface Screenshot | 2019-04-09T23:35:37Z |
| 93 | [salt](https://github.com/saltstack/salt) | 10017 | 4581 | Python | 2575 | Software to automate the management and configuration of any infrastructure or application at scale. Get access to the Salt software package repository here: | 2019-06-24T01:06:19Z |
| 94 | [zulip](https://github.com/zulip/zulip) | 9978 | 3079 | Python | 1368 | Zulip server - powerful open source team chat | 2019-06-24T01:39:05Z |
| 95 | [requests-html](https://github.com/kennethreitz/requests-html) | 9786 | 583 | Python | 55 | Pythonic HTML Parsing for Humans™ | 2019-05-31T17:23:28Z |
| 96 | [cookiecutter](https://github.com/audreyr/cookiecutter) | 9750 | 1060 | Python | 239 | A command-line utility that creates projects from cookiecutters (project templates). E.g. Python package projects, jQuery plugin projects. | 2019-06-11T01:53:15Z |
| 97 | [autojump](https://github.com/wting/autojump) | 9744 | 478 | Python | 154 | A cd command that learns - easily navigate directories from the command line | 2019-05-31T07:43:20Z |
| 98 | [FastPhotoStyle](https://github.com/NVIDIA/FastPhotoStyle) | 9679 | 938 | Python | 39 | Style transfer, deep learning, feature transform | 2019-05-14T09:40:36Z |
| 99 | [bokeh](https://github.com/bokeh/bokeh) | 9602 | 2582 | Python | 414 | Interactive Web Plotting for Python | 2019-06-23T22:40:22Z |
| 100 | [d2l-zh](https://github.com/d2l-ai/d2l-zh) | 9474 | 2407 | Python | 4 | 《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。 | 2019-06-24T02:25:58Z |
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