[Github Ranking](../README.md)
==========

## Top 100 Stars in Python

| Ranking | Project Name | Stars | Forks | Language | Open Issues | Description | Last Commit |
| ------- | ------------ | ----- | ----- | -------- | ----------- | ----------- | ----------- |
| 1 | [system-design-primer](https://github.com/donnemartin/system-design-primer) | 97498 | 17052 | Python | 161 | Learn how to design large-scale systems. Prep for the system design interview.  Includes Anki flashcards. | 2020-05-26T01:59:02Z |
| 2 | [awesome-python](https://github.com/vinta/awesome-python) | 82854 | 16299 | Python | 51 | A curated list of awesome Python frameworks, libraries, software and resources | 2020-05-27T13:53:33Z |
| 3 | [youtube-dl](https://github.com/ytdl-org/youtube-dl) | 66673 | 11639 | Python | 3479 | Command-line program to download videos from YouTube.com and other video sites | 2020-05-28T05:39:42Z |
| 4 | [models](https://github.com/tensorflow/models) | 64060 | 40972 | Python | 929 | Models and examples built with TensorFlow | 2020-05-28T06:56:28Z |
| 5 | [thefuck](https://github.com/nvbn/thefuck) | 53672 | 2699 | Python | 229 | Magnificent app which corrects your previous console command. | 2020-05-25T22:54:45Z |
| 6 | [flask](https://github.com/pallets/flask) | 50518 | 13525 | Python | 30 | The Python micro framework for building web applications. | 2020-05-28T08:33:45Z |
| 7 | [django](https://github.com/django/django) | 49602 | 21527 | Python | 243 | The Web framework for perfectionists with deadlines. | 2020-05-28T10:36:51Z |
| 8 | [httpie](https://github.com/jakubroztocil/httpie) | 46824 | 3022 | Python | 149 | 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 | 2020-05-27T14:19:41Z |
| 9 | [ansible](https://github.com/ansible/ansible) | 43291 | 19100 | Python | 5809 | 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/ | 2020-05-28T10:47:29Z |
| 10 | [requests](https://github.com/psf/requests) | 42601 | 7712 | Python | 281 | A simple, yet elegant HTTP library. | 2020-05-26T16:25:21Z |
| 11 | [big-list-of-naughty-strings](https://github.com/minimaxir/big-list-of-naughty-strings) | 37255 | 1635 | Python | 69 | 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. | 2020-05-27T03:34:03Z |
| 12 | [face_recognition](https://github.com/ageitgey/face_recognition) | 34357 | 9623 | Python | 492 | The world's simplest facial recognition api for Python and the command line | 2020-05-06T16:33:58Z |
| 13 | [shadowsocks](https://github.com/shadowsocks/shadowsocks) | 32644 | 19771 | Python | 449 | None | 2019-11-06T02:01:03Z |
| 14 | [HelloGitHub](https://github.com/521xueweihan/HelloGitHub) | 30597 | 4473 | Python | 5 | :octocat: Find pearls on open-source seashore 分享 GitHub 上有趣、入门级的开源项目 | 2020-05-28T02:39:22Z |
| 15 | [incubator-superset](https://github.com/apache/incubator-superset) | 28822 | 5900 | Python | 337 | Apache Superset (incubating) is a modern, enterprise-ready business intelligence web application | 2020-05-28T10:48:07Z |
| 16 | [interview_internal_reference](https://github.com/0voice/interview_internal_reference) | 27154 | 7454 | Python | 20 | 2019年最新总结，阿里，腾讯，百度，美团，头条等技术面试题目，以及答案，专家出题人分析汇总。 | 2020-05-09T07:26:53Z |
| 17 | [certbot](https://github.com/certbot/certbot) | 26755 | 2890 | Python | 567 | 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. | 2020-05-27T23:29:05Z |
| 18 | [Deep-Learning-Papers-Reading-Roadmap](https://github.com/floodsung/Deep-Learning-Papers-Reading-Roadmap) | 26259 | 6013 | Python | 75 | Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech! | 2019-11-27T15:21:37Z |
| 19 | [pandas](https://github.com/pandas-dev/pandas) | 25108 | 10171 | Python | 3543 | Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more | 2020-05-28T10:40:19Z |
| 20 | [AiLearning](https://github.com/apachecn/AiLearning) | 25095 | 8688 | Python | 33 | AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP | 2020-05-26T09:59:24Z |
| 21 | [sentry](https://github.com/getsentry/sentry) | 24982 | 2816 | Python | 1093 | Sentry is cross-platform application monitoring, with a focus on error reporting. | 2020-05-28T11:00:15Z |
| 22 | [localstack](https://github.com/localstack/localstack) | 24681 | 1837 | Python | 254 | 💻  A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline! | 2020-05-26T21:08:13Z |
| 23 | [Detectron](https://github.com/facebookresearch/Detectron) | 23275 | 5144 | Python | 305 | FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet. | 2020-04-21T01:05:32Z |
| 24 | [jieba](https://github.com/fxsjy/jieba) | 23027 | 5690 | Python | 558 | 结巴中文分词 | 2020-04-04T01:12:35Z |
| 25 | [YouCompleteMe](https://github.com/ycm-core/YouCompleteMe) | 21255 | 2444 | Python | 29 | A code-completion engine for Vim | 2020-05-25T17:45:26Z |
| 26 | [linux-insides](https://github.com/0xAX/linux-insides) | 21221 | 2370 | Python | 40 | A little bit about a linux kernel | 2020-05-13T16:58:47Z |
| 27 | [wtfpython](https://github.com/satwikkansal/wtfpython) | 20762 | 1904 | Python | 36 | What the f*ck Python? | 2020-05-16T12:27:53Z |
| 28 | [interactive-coding-challenges](https://github.com/donnemartin/interactive-coding-challenges) | 19930 | 3137 | Python | 53 | 120+ interactive Python coding interview challenges (algorithms and data structures).  Includes Anki flashcards. | 2019-10-22T16:06:47Z |
| 29 | [cheat.sh](https://github.com/chubin/cheat.sh) | 18757 | 925 | Python | 67 | the only cheat sheet you need | 2020-05-11T19:20:05Z |
| 30 | [algo](https://github.com/trailofbits/algo) | 18335 | 1561 | Python | 72 | Set up a personal VPN in the cloud | 2020-05-22T21:25:01Z |
| 31 | [Python](https://github.com/geekcomputers/Python) | 17399 | 8381 | Python | 115 | My Python Examples | 2020-05-24T05:24:07Z |
| 32 | [sqlmap](https://github.com/sqlmapproject/sqlmap) | 17248 | 3746 | Python | 47 | Automatic SQL injection and database takeover tool | 2020-05-27T16:39:55Z |
| 33 | [python-fire](https://github.com/google/python-fire) | 17008 | 1039 | Python | 72 | Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object. | 2020-05-26T16:50:06Z |
| 34 | [airflow](https://github.com/apache/airflow) | 16838 | 6515 | Python | 529 | Apache Airflow - A platform to programmatically author, schedule, and monitor workflows | 2020-05-28T10:33:42Z |
| 35 | [pytorch-tutorial](https://github.com/yunjey/pytorch-tutorial) | 16770 | 5357 | Python | 60 | PyTorch Tutorial for Deep Learning Researchers | 2020-04-27T02:44:18Z |
| 36 | [ML-From-Scratch](https://github.com/eriklindernoren/ML-From-Scratch) | 16116 | 3164 | Python | 29 | 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. | 2020-01-29T17:50:42Z |
| 37 | [ZeroNet](https://github.com/HelloZeroNet/ZeroNet) | 15747 | 2037 | Python | 656 | ZeroNet - Decentralized websites using Bitcoin crypto and BitTorrent network | 2020-05-19T00:02:17Z |
| 38 | [reddit](https://github.com/reddit-archive/reddit) | 15378 | 2827 | Python | 304 | historical code from reddit.com | 2017-10-17T19:57:07Z |
| 39 | [magenta](https://github.com/tensorflow/magenta) | 15118 | 3102 | Python | 253 | Magenta: Music and Art Generation with Machine Intelligence | 2020-05-27T18:51:47Z |
| 40 | [PayloadsAllTheThings](https://github.com/swisskyrepo/PayloadsAllTheThings) | 14835 | 4757 | Python | 7 | A list of useful payloads and bypass for Web Application Security and Pentest/CTF | 2020-05-28T09:20:58Z |
| 41 | [ipython](https://github.com/ipython/ipython) | 14205 | 3998 | Python | 1338 | Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc. | 2020-05-28T01:00:23Z |
| 42 | [Awesome-Linux-Software](https://github.com/luong-komorebi/Awesome-Linux-Software) | 13990 | 1442 | Python | 16 | A list of awesome applications, software, tools and other materials for Linux distros.  | 2020-05-27T05:47:50Z |
| 43 | [wechat_jump_game](https://github.com/wangshub/wechat_jump_game) | 13909 | 4605 | Python | 30 | 微信《跳一跳》Python 辅助 | 2020-01-28T22:11:05Z |
| 44 | [sanic](https://github.com/huge-success/sanic) | 13804 | 1271 | Python | 72 | Async Python 3.6+ web server/framework \| Build fast. Run fast. | 2020-05-18T12:35:19Z |
| 45 | [PySnooper](https://github.com/cool-RR/PySnooper) | 13466 | 840 | Python | 15 | Never use print for debugging again | 2020-05-27T19:31:12Z |
| 46 | [bitcoinbook](https://github.com/bitcoinbook/bitcoinbook) | 13317 | 3878 | Python | 58 | Mastering Bitcoin 2nd Edition - Programming the Open Blockchain | 2020-05-23T22:24:25Z |
| 47 | [locust](https://github.com/locustio/locust) | 12831 | 1816 | Python | 41 | Scalable user load testing tool written in Python | 2020-05-28T04:15:24Z |
| 48 | [CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries) | 12706 | 1806 | Python | 43 | The OWASP Cheat Sheet Series was created to provide a concise collection of high value information on specific application security topics. | 2020-05-27T19:43:33Z |
| 49 | [pytorch-CycleGAN-and-pix2pix](https://github.com/junyanz/pytorch-CycleGAN-and-pix2pix) | 11981 | 3520 | Python | 221 | Image-to-Image Translation in PyTorch | 2020-05-24T16:13:46Z |
| 50 | [cascadia-code](https://github.com/microsoft/cascadia-code) | 11785 | 331 | Python | 44 | This is a fun, new monospaced font that includes programming ligatures and is designed to enhance the modern look and feel of the Windows Terminal. | 2020-05-20T22:00:11Z |
| 51 | [zulip](https://github.com/zulip/zulip) | 11707 | 3763 | Python | 1579 | Zulip server - powerful open source team chat | 2020-05-28T10:20:53Z |
| 52 | [awesome-python-login-model](https://github.com/Kr1s77/awesome-python-login-model) | 11646 | 2504 | Python | 71 | 😮python模拟登陆一些大型网站，还有一些简单的爬虫，希望对你们有所帮助❤️，如果喜欢记得给个star哦🌟 | 2020-05-14T10:08:59Z |
| 53 | [matplotlib](https://github.com/matplotlib/matplotlib) | 11505 | 5075 | Python | 1639 | matplotlib: plotting with Python | 2020-05-28T09:03:27Z |
| 54 | [kivy](https://github.com/kivy/kivy) | 11248 | 2437 | Python | 764 | Open source UI framework written in Python, running on Windows, Linux, macOS, Android and iOS | 2020-05-28T00:53:25Z |
| 55 | [autojump](https://github.com/wting/autojump) | 11241 | 545 | Python | 165 | A cd command that learns - easily navigate directories from the command line | 2019-11-30T19:12:16Z |
| 56 | [zipline](https://github.com/quantopian/zipline) | 11237 | 3280 | Python | 310 | Zipline, a Pythonic Algorithmic Trading Library | 2020-05-21T21:21:04Z |
| 57 | [neural-networks-and-deep-learning](https://github.com/mnielsen/neural-networks-and-deep-learning) | 11213 | 5257 | Python | 6 | Code samples for my book "Neural Networks and Deep Learning" | 2019-11-27T08:47:49Z |
| 58 | [material-theme](https://github.com/equinusocio/material-theme) | 11083 | 795 | Python | 3 | Material Theme, the most epic theme for Sublime Text 3 by Mattia Astorino | 2019-08-20T19:59:53Z |
| 59 | [requests-html](https://github.com/psf/requests-html) | 10917 | 702 | Python | 101 | Pythonic HTML Parsing for Humans™ | 2020-05-20T01:44:03Z |
| 60 | [gensim](https://github.com/RaRe-Technologies/gensim) | 10829 | 3750 | Python | 319 | Topic Modelling for Humans | 2020-05-26T20:26:27Z |
| 61 | [labelImg](https://github.com/tzutalin/labelImg) | 10791 | 3645 | Python | 211 | 🖍️ LabelImg is a graphical image annotation tool and label object bounding boxes in images | 2020-05-23T19:00:09Z |
| 62 | [wttr.in](https://github.com/chubin/wttr.in) | 10740 | 573 | Python | 111 | :partly_sunny: The right way to check the weather | 2020-05-24T17:59:43Z |
| 63 | [python-telegram-bot](https://github.com/python-telegram-bot/python-telegram-bot) | 10647 | 2249 | Python | 50 | We have made you a wrapper you can't refuse | 2020-05-27T20:02:27Z |
| 64 | [yapf](https://github.com/google/yapf) | 10628 | 722 | Python | 275 | A formatter for Python files | 2020-05-05T08:35:09Z |
| 65 | [magic-wormhole](https://github.com/warner/magic-wormhole) | 10616 | 407 | Python | 112 | get things from one computer to another, safely | 2020-05-22T04:13:30Z |
| 66 | [wtfpython-cn](https://github.com/leisurelicht/wtfpython-cn) | 10291 | 1861 | Python | 6 | wtfpython的中文翻译/施工结束/ 能力有限，欢迎帮我改进翻译 | 2020-04-16T17:33:20Z |
| 67 | [FastPhotoStyle](https://github.com/NVIDIA/FastPhotoStyle) | 10242 | 1080 | Python | 48 | Style transfer, deep learning, feature transform | 2020-05-12T19:02:13Z |
| 68 | [jupyter](https://github.com/jupyter/jupyter) | 10187 | 2413 | Python | 170 | Jupyter metapackage for installation, docs and chat | 2020-05-12T20:22:02Z |
| 69 | [awesome-algorithm](https://github.com/apachecn/awesome-algorithm) | 10146 | 2148 | Python | 2 | 项目永久冻结，迁移至新地址： | 2019-07-17T07:48:02Z |
| 70 | [mkdocs](https://github.com/mkdocs/mkdocs) | 10094 | 1481 | Python | 107 | Project documentation with Markdown. | 2020-05-27T09:08:11Z |
| 71 | [baselines](https://github.com/openai/baselines) | 9855 | 3398 | Python | 420 | OpenAI Baselines: high-quality implementations of reinforcement learning algorithms | 2020-05-23T19:08:46Z |
| 72 | [proxy_pool](https://github.com/jhao104/proxy_pool) | 9823 | 2819 | Python | 205 | Python爬虫代理IP池(proxy pool) | 2020-05-11T13:20:07Z |
| 73 | [faker](https://github.com/joke2k/faker) | 9821 | 1149 | Python | 109 | Faker is a Python package that generates fake data for you. | 2020-05-22T19:52:43Z |
| 74 | [speedtest-cli](https://github.com/sivel/speedtest-cli) | 9687 | 1378 | Python | 35 | Command line interface for testing internet bandwidth using speedtest.net | 2020-05-09T08:57:09Z |
| 75 | [newspaper](https://github.com/codelucas/newspaper) | 9637 | 1602 | Python | 390 | News, full-text, and article metadata extraction in Python 3. Advanced docs: | 2020-05-24T08:52:21Z |
| 76 | [stanford-tensorflow-tutorials](https://github.com/chiphuyen/stanford-tensorflow-tutorials) | 9545 | 4321 | Python | 86 | This repository contains code examples for the Stanford's course: TensorFlow for Deep Learning Research.  | 2019-03-02T17:44:57Z |
| 77 | [stylegan](https://github.com/NVlabs/stylegan) | 9465 | 2093 | Python | 8 | StyleGAN - Official TensorFlow Implementation | 2020-04-18T19:00:29Z |
| 78 | [tflearn](https://github.com/tflearn/tflearn) | 9423 | 2413 | Python | 572 | Deep learning library featuring a higher-level API for TensorFlow. | 2020-05-10T04:28:07Z |
| 79 | [beets](https://github.com/beetbox/beets) | 9392 | 1584 | Python | 681 | music library manager and MusicBrainz tagger | 2020-05-27T20:36:29Z |
| 80 | [tushare](https://github.com/waditu/tushare) | 9372 | 3641 | Python | 294 | TuShare is a utility for crawling historical data of China stocks | 2020-05-27T21:32:15Z |
| 81 | [mailinabox](https://github.com/mail-in-a-box/mailinabox) | 9158 | 990 | Python | 309 | 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. | 2020-05-28T06:55:20Z |
| 82 | [Theano](https://github.com/Theano/Theano) | 9150 | 2521 | Python | 670 | 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. | 2020-04-07T14:37:08Z |
| 83 | [imgaug](https://github.com/aleju/imgaug) | 9110 | 1763 | Python | 178 | Image augmentation for machine learning experiments. | 2020-05-25T19:47:09Z |
| 84 | [RocAlphaGo](https://github.com/Rochester-NRT/RocAlphaGo) | 9028 | 2498 | 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. | 2020-05-05T02:24:57Z |
| 85 | [pyecharts](https://github.com/pyecharts/pyecharts) | 9020 | 2062 | Python | 17 | 🎨 Python Echarts Plotting Library | 2020-05-23T06:26:14Z |
| 86 | [kitty](https://github.com/kovidgoyal/kitty) | 9014 | 432 | Python | 31 | A cross-platform, fast, feature full, GPU based terminal emulator | 2020-05-27T14:48:23Z |
| 87 | [sshuttle](https://github.com/apenwarr/sshuttle) | 8972 | 671 | Python | 22 | Wrong project!  You should head over to http://github.com/sshuttle/sshuttle | 2018-02-15T13:16:12Z |
| 88 | [wifiphisher](https://github.com/wifiphisher/wifiphisher) | 8909 | 2058 | Python | 181 | The Rogue Access Point Framework | 2020-05-15T15:20:30Z |
| 89 | [termtosvg](https://github.com/nbedos/termtosvg) | 8861 | 327 | Python | 11 | Record terminal sessions as SVG animations | 2020-04-04T12:57:39Z |
| 90 | [wagtail](https://github.com/wagtail/wagtail) | 8801 | 1911 | Python | 812 | A Django content management system focused on flexibility and user experience | 2020-05-27T23:16:47Z |
| 91 | [kubespray](https://github.com/kubernetes-sigs/kubespray) | 8730 | 3649 | Python | 205 | Deploy a Production Ready Kubernetes Cluster | 2020-05-28T10:26:19Z |
| 92 | [numpy-ml](https://github.com/ddbourgin/numpy-ml) | 8714 | 2479 | Python | 14 | Machine learning, in numpy | 2020-05-10T06:10:27Z |
| 93 | [pgcli](https://github.com/dbcli/pgcli) | 8714 | 400 | Python | 115 | Postgres CLI with autocompletion and syntax highlighting | 2020-05-27T02:14:50Z |
| 94 | [flair](https://github.com/flairNLP/flair) | 8701 | 1167 | Python | 172 | A very simple framework for state-of-the-art Natural Language Processing (NLP) | 2020-05-26T21:55:17Z |
| 95 | [ungoogled-chromium](https://github.com/Eloston/ungoogled-chromium) | 8643 | 384 | Python | 104 | Google Chromium, sans integration with Google | 2020-05-26T19:48:05Z |
| 96 | [mypy](https://github.com/python/mypy) | 8506 | 1336 | Python | 1307 | Optional static typing for Python 3 and 2 (PEP 484) | 2020-05-28T04:28:28Z |
| 97 | [chisel](https://github.com/facebook/chisel) | 8224 | 743 | Python | 37 | Chisel is a collection of LLDB commands to assist debugging iOS apps. | 2020-05-09T17:55:31Z |
| 98 | [explainshell](https://github.com/idank/explainshell) | 8153 | 524 | Python | 112 | match command-line arguments to their help text | 2019-12-03T07:09:14Z |
| 99 | [asciinema](https://github.com/asciinema/asciinema) | 8151 | 705 | Python | 93 | Terminal session recorder 📹 | 2020-05-17T21:40:38Z |
| 100 | [howdoi](https://github.com/gleitz/howdoi) | 8031 | 732 | Python | 0 | instant coding answers via the command line | 2020-04-22T22:35:03Z |