[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) | 108331 | 19535 | Python | 158 | Learn how to design large-scale systems. Prep for the system design interview.  Includes Anki flashcards. | 2020-10-01T22:15:49Z |
| 2 | [youtube-dl](https://github.com/ytdl-org/youtube-dl) | 71448 | 12504 | Python | 3957 | Command-line program to download videos from YouTube.com and other video sites | 2020-10-02T01:40:01Z |
| 3 | [models](https://github.com/tensorflow/models) | 66469 | 42390 | Python | 950 | Models and examples built with TensorFlow | 2020-10-02T01:49:10Z |
| 4 | [thefuck](https://github.com/nvbn/thefuck) | 55727 | 2741 | Python | 247 | Magnificent app which corrects your previous console command. | 2020-10-01T11:22:26Z |
| 5 | [django](https://github.com/django/django) | 52539 | 22642 | Python | 180 | The Web framework for perfectionists with deadlines. | 2020-10-01T22:37:18Z |
| 6 | [flask](https://github.com/pallets/flask) | 52233 | 13800 | Python | 30 | The Python micro framework for building web applications. | 2020-10-01T08:28:31Z |
| 7 | [ansible](https://github.com/ansible/ansible) | 44945 | 19663 | Python | 2053 | Ansible is a radically simple IT automation platform that makes your applications and systems easier to deploy and maintain. Automate everything from code deployment to network configuration to cloud management, in a language that approaches plain English, using SSH, with no agents to install on remote systems. https://docs.ansible.com. | 2020-10-02T02:57:34Z |
| 8 | [requests](https://github.com/psf/requests) | 43597 | 7930 | Python | 303 | A simple, yet elegant HTTP library. | 2020-10-01T14:19:42Z |
| 9 | [big-list-of-naughty-strings](https://github.com/minimaxir/big-list-of-naughty-strings) | 38013 | 1685 | Python | 73 | 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. | 2020-09-20T14:24:59Z |
| 10 | [HelloGitHub](https://github.com/521xueweihan/HelloGitHub) | 33819 | 5049 | Python | 8 | :octocat: Find pearls on open-source seashore 分享 GitHub 上有趣、入门级的开源项目 | 2020-10-01T10:54:55Z |
| 11 | [shadowsocks](https://github.com/shadowsocks/shadowsocks) | 32787 | 19684 | Python | 449 | None | 2019-11-06T02:01:03Z |
| 12 | [incubator-superset](https://github.com/apache/incubator-superset) | 30275 | 6272 | Python | 381 | Apache Superset is a Data Visualization and Data Exploration Platform | 2020-10-02T02:20:46Z |
| 13 | [interview_internal_reference](https://github.com/0voice/interview_internal_reference) | 28996 | 7942 | Python | 21 | 2020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。 | 2020-07-14T08:36:32Z |
| 14 | [Deep-Learning-Papers-Reading-Roadmap](https://github.com/floodsung/Deep-Learning-Papers-Reading-Roadmap) | 28409 | 6287 | Python | 78 | Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech! | 2020-10-01T10:49:40Z |
| 15 | [AiLearning](https://github.com/apachecn/AiLearning) | 27150 | 9273 | Python | 35 | AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP | 2020-09-30T17:16:43Z |
| 16 | [pandas](https://github.com/pandas-dev/pandas) | 26732 | 11033 | Python | 3622 | Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more | 2020-10-02T02:34:32Z |
| 17 | [sentry](https://github.com/getsentry/sentry) | 26188 | 2961 | Python | 957 | Sentry is cross-platform application monitoring, with a focus on error reporting. | 2020-10-02T01:58:28Z |
| 18 | [jieba](https://github.com/fxsjy/jieba) | 24234 | 5919 | Python | 575 | 结巴中文分词 | 2020-07-24T03:07:06Z |
| 19 | [Detectron](https://github.com/facebookresearch/Detectron) | 23704 | 5232 | Python | 313 | FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet. | 2020-08-20T17:17:26Z |
| 20 | [linux-insides](https://github.com/0xAX/linux-insides) | 21789 | 2456 | Python | 41 | A little bit about a linux kernel | 2020-09-26T17:58:55Z |
| 21 | [wtfpython](https://github.com/satwikkansal/wtfpython) | 21636 | 1975 | Python | 36 | What the f*ck Python? | 2020-10-01T14:43:08Z |
| 22 | [interactive-coding-challenges](https://github.com/donnemartin/interactive-coding-challenges) | 20906 | 3293 | Python | 57 | 120+ interactive Python coding interview challenges (algorithms and data structures).  Includes Anki flashcards. | 2020-10-01T14:44:45Z |
| 23 | [algo](https://github.com/trailofbits/algo) | 19297 | 1651 | Python | 77 | Set up a personal VPN in the cloud | 2020-09-27T11:10:27Z |
| 24 | [Python](https://github.com/geekcomputers/Python) | 18786 | 8877 | Python | 238 | My Python Examples | 2020-10-02T02:47:46Z |
| 25 | [airflow](https://github.com/apache/airflow) | 18414 | 7178 | Python | 851 | Apache Airflow - A platform to programmatically author, schedule, and monitor workflows | 2020-10-02T03:00:26Z |
| 26 | [pytorch-tutorial](https://github.com/yunjey/pytorch-tutorial) | 18199 | 5806 | Python | 68 | PyTorch Tutorial for Deep Learning Researchers | 2020-08-24T12:39:54Z |
| 27 | [python-fire](https://github.com/google/python-fire) | 17758 | 1094 | Python | 87 | Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object. | 2020-09-29T19:45:06Z |
| 28 | [ML-From-Scratch](https://github.com/eriklindernoren/ML-From-Scratch) | 16841 | 3342 | Python | 32 | 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. | 2020-09-16T10:54:33Z |
| 29 | [magenta](https://github.com/magenta/magenta) | 15705 | 3193 | Python | 273 | Magenta: Music and Art Generation with Machine Intelligence | 2020-09-25T20:55:51Z |
| 30 | [reddit](https://github.com/reddit-archive/reddit) | 15484 | 2846 | Python | 304 | historical code from reddit.com | 2017-10-17T19:57:07Z |
| 31 | [numpy](https://github.com/numpy/numpy) | 15011 | 4901 | Python | 2180 | The fundamental package for scientific computing with Python. | 2020-10-01T20:57:24Z |
| 32 | [professional-programming](https://github.com/charlax/professional-programming) | 14621 | 1309 | Python | 1 | A collection of full-stack resources for programmers. | 2020-09-29T07:47:35Z |
| 33 | [ipython](https://github.com/ipython/ipython) | 14405 | 4059 | Python | 1390 | Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc. | 2020-10-02T02:13:27Z |
| 34 | [Awesome-Linux-Software](https://github.com/luong-komorebi/Awesome-Linux-Software) | 14272 | 1483 | Python | 22 | A list of awesome applications, software, tools and other materials for Linux distros.  | 2020-09-30T21:07:02Z |
| 35 | [sanic](https://github.com/huge-success/sanic) | 14141 | 1294 | Python | 61 | Async Python 3.6+ web server/framework \| Build fast. Run fast. | 2020-10-01T18:14:31Z |
| 36 | [locust](https://github.com/locustio/locust) | 13902 | 1932 | Python | 27 | Scalable user load testing tool written in Python | 2020-10-01T16:16:19Z |
| 37 | [wechat_jump_game](https://github.com/wangshub/wechat_jump_game) | 13893 | 4568 | Python | 30 | 微信《跳一跳》Python 辅助 | 2020-09-25T21:59:07Z |
| 38 | [PySnooper](https://github.com/cool-RR/PySnooper) | 13790 | 863 | Python | 15 | Never use print for debugging again | 2020-09-29T13:28:55Z |
| 39 | [CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries) | 13726 | 2012 | Python | 39 | The OWASP Cheat Sheet Series was created to provide a concise collection of high value information on specific application security topics. | 2020-10-01T02:11:58Z |
| 40 | [cascadia-code](https://github.com/microsoft/cascadia-code) | 13647 | 397 | 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. | 2020-10-01T04:04:09Z |
| 41 | [pytorch-CycleGAN-and-pix2pix](https://github.com/junyanz/pytorch-CycleGAN-and-pix2pix) | 13094 | 3909 | Python | 260 | Image-to-Image Translation in PyTorch | 2020-09-12T21:34:55Z |
| 42 | [Paddle](https://github.com/PaddlePaddle/Paddle) | 12980 | 3227 | Python | 1934 | PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice （『飞桨』核心框架，深度学习&机器学习高性能单机、分布式训练和跨平台部署） | 2020-10-02T00:41:16Z |
| 43 | [wttr.in](https://github.com/chubin/wttr.in) | 12841 | 655 | Python | 135 | :partly_sunny: The right way to check the weather | 2020-09-23T07:18:44Z |
| 44 | [awesome-python-login-model](https://github.com/Kr1s77/awesome-python-login-model) | 12342 | 2681 | Python | 51 | 😮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🌟 | 2020-10-01T19:46:02Z |
| 45 | [matplotlib](https://github.com/matplotlib/matplotlib) | 12247 | 5369 | Python | 1597 | matplotlib: plotting with Python | 2020-10-02T02:39:48Z |
| 46 | [zipline](https://github.com/quantopian/zipline) | 12000 | 3439 | Python | 313 | Zipline, a Pythonic Algorithmic Trading Library | 2020-09-30T17:17:41Z |
| 47 | [gensim](https://github.com/RaRe-Technologies/gensim) | 11211 | 3822 | Python | 348 | Topic Modelling for Humans | 2020-10-02T02:36:51Z |
| 48 | [requests-html](https://github.com/psf/requests-html) | 11191 | 741 | Python | 123 | Pythonic HTML Parsing for Humans™ | 2020-10-01T10:29:32Z |
| 49 | [magic-wormhole](https://github.com/warner/magic-wormhole) | 11156 | 420 | Python | 123 | get things from one computer to another, safely | 2020-09-18T15:12:09Z |
| 50 | [streamlit](https://github.com/streamlit/streamlit) | 11137 | 956 | Python | 444 | Streamlit — The fastest way to build data apps in Python | 2020-10-02T01:23:30Z |
| 51 | [material-theme](https://github.com/equinusocio/material-theme) | 11077 | 796 | Python | 3 | Material Theme, the most epic theme for Sublime Text 3 by Mattia Astorino | 2020-07-16T07:16:31Z |
| 52 | [yapf](https://github.com/google/yapf) | 11072 | 756 | Python | 292 | A formatter for Python files | 2020-09-23T04:12:44Z |
| 53 | [jupyter](https://github.com/jupyter/jupyter) | 11028 | 2796 | Python | 176 | Jupyter metapackage for installation, docs and chat | 2020-09-21T16:59:48Z |
| 54 | [mkdocs](https://github.com/mkdocs/mkdocs) | 10819 | 1580 | Python | 179 | Project documentation with Markdown. | 2020-09-27T11:25:11Z |
| 55 | [wtfpython-cn](https://github.com/leisurelicht/wtfpython-cn) | 10721 | 1931 | Python | 4 | wtfpython的中文翻译/施工结束/ 能力有限，欢迎帮我改进翻译 | 2020-06-13T08:54:48Z |
| 56 | [baselines](https://github.com/openai/baselines) | 10573 | 3630 | Python | 441 | OpenAI Baselines: high-quality implementations of reinforcement learning algorithms | 2020-09-21T17:11:19Z |
| 57 | [FastPhotoStyle](https://github.com/NVIDIA/FastPhotoStyle) | 10381 | 1101 | Python | 51 | Style transfer, deep learning, feature transform | 2020-07-01T23:03:30Z |
| 58 | [newspaper](https://github.com/codelucas/newspaper) | 10212 | 1676 | Python | 413 | News, full-text, and article metadata extraction in Python 3. Advanced docs: | 2020-10-01T16:01:57Z |
| 59 | [ungoogled-chromium](https://github.com/Eloston/ungoogled-chromium) | 9997 | 438 | Python | 115 | Google Chromium, sans integration with Google | 2020-09-27T23:13:47Z |
| 60 | [imgaug](https://github.com/aleju/imgaug) | 9966 | 1895 | Python | 200 | Image augmentation for machine learning experiments. | 2020-06-01T14:58:30Z |
| 61 | [tushare](https://github.com/waditu/tushare) | 9933 | 3812 | Python | 352 | TuShare is a utility for crawling historical data of China stocks | 2020-08-03T05:23:40Z |
| 62 | [kitty](https://github.com/kovidgoyal/kitty) | 9736 | 473 | Python | 28 | A cross-platform, fast, feature full, GPU based terminal emulator | 2020-10-01T14:49:25Z |
| 63 | [mailinabox](https://github.com/mail-in-a-box/mailinabox) | 9492 | 1024 | Python | 327 | 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. | 2020-09-30T10:34:38Z |
| 64 | [tflearn](https://github.com/tflearn/tflearn) | 9452 | 2411 | Python | 573 | Deep learning library featuring a higher-level API for TensorFlow. | 2020-05-10T04:28:07Z |
| 65 | [wagtail](https://github.com/wagtail/wagtail) | 9258 | 2003 | Python | 854 | A Django content management system focused on flexibility and user experience | 2020-10-01T20:14:28Z |
| 66 | [wifiphisher](https://github.com/wifiphisher/wifiphisher) | 9237 | 2115 | Python | 189 | The Rogue Access Point Framework | 2020-08-16T13:31:03Z |
| 67 | [saleor](https://github.com/mirumee/saleor) | 9181 | 3225 | Python | 181 | A modular, high performance, headless e-commerce storefront built with Python, GraphQL, Django, and ReactJS. | 2020-10-01T14:32:32Z |
| 68 | [mypy](https://github.com/python/mypy) | 9170 | 1468 | Python | 1455 | Optional static typing for Python 3 and 2 (PEP 484) | 2020-10-01T21:21:11Z |
| 69 | [RocAlphaGo](https://github.com/Rochester-NRT/RocAlphaGo) | 9048 | 2485 | 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 |
| 70 | [sshuttle](https://github.com/apenwarr/sshuttle) | 8979 | 667 | Python | 22 | Wrong project!  You should head over to http://github.com/sshuttle/sshuttle | 2018-02-15T13:16:12Z |
| 71 | [termtosvg](https://github.com/nbedos/termtosvg) | 8966 | 354 | Python | 12 | Record terminal sessions as SVG animations | 2020-06-16T11:01:41Z |
| 72 | [numpy-ml](https://github.com/ddbourgin/numpy-ml) | 8962 | 2552 | Python | 18 | Machine learning, in numpy | 2020-08-19T17:27:26Z |
| 73 | [pgcli](https://github.com/dbcli/pgcli) | 8959 | 412 | Python | 120 | Postgres CLI with autocompletion and syntax highlighting | 2020-09-25T18:24:27Z |
| 74 | [explainshell](https://github.com/idank/explainshell) | 8561 | 546 | Python | 119 | match command-line arguments to their help text | 2020-09-27T14:11:27Z |
| 75 | [howdoi](https://github.com/gleitz/howdoi) | 8469 | 771 | Python | 17 | instant coding answers via the command line | 2020-09-13T20:09:40Z |
| 76 | [asciinema](https://github.com/asciinema/asciinema) | 8456 | 713 | Python | 102 | Terminal session recorder 📹 | 2020-05-17T21:40:38Z |
| 77 | [calibre](https://github.com/kovidgoyal/calibre) | 8446 | 1352 | Python | 2 | The official source code repository for the calibre ebook manager | 2020-10-02T02:40:44Z |
| 78 | [ranger](https://github.com/ranger/ranger) | 8443 | 596 | Python | 568 | A VIM-inspired filemanager for the console | 2020-09-30T20:32:12Z |
| 79 | [chisel](https://github.com/facebook/chisel) | 8337 | 752 | Python | 36 | Chisel is a collection of LLDB commands to assist debugging iOS apps. | 2020-08-18T07:06:50Z |
| 80 | [coursera-dl](https://github.com/coursera-dl/coursera-dl) | 8106 | 1979 | Python | 143 | Script for downloading Coursera.org videos and naming them. | 2020-08-06T14:25:48Z |
| 81 | [maskrcnn-benchmark](https://github.com/facebookresearch/maskrcnn-benchmark) | 7888 | 2276 | Python | 478 | Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch. | 2020-09-28T06:41:17Z |
| 82 | [peewee](https://github.com/coleifer/peewee) | 7836 | 1237 | Python | 1 | a small, expressive orm -- supports postgresql, mysql and sqlite | 2020-09-23T18:24:29Z |
| 83 | [tpot](https://github.com/EpistasisLab/tpot) | 7527 | 1317 | Python | 183 | A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming. | 2020-09-15T14:34:56Z |
| 84 | [insightface](https://github.com/deepinsight/insightface) | 7527 | 2672 | Python | 617 | Face Analysis Project on MXNet | 2020-09-29T12:13:40Z |
| 85 | [vid2vid](https://github.com/NVIDIA/vid2vid) | 7491 | 1082 | Python | 96 | Pytorch implementation of our method for high-resolution (e.g. 2048x1024) photorealistic video-to-video translation. | 2020-01-31T13:18:57Z |
| 86 | [fuzzywuzzy](https://github.com/seatgeek/fuzzywuzzy) | 7337 | 782 | Python | 78 | Fuzzy String Matching in Python | 2020-09-26T06:53:12Z |
| 87 | [jinja](https://github.com/pallets/jinja) | 7280 | 1335 | Python | 69 | A very fast and expressive template engine. | 2020-10-01T08:26:38Z |
| 88 | [TextBlob](https://github.com/sloria/TextBlob) | 7271 | 969 | Python | 79 | Simple, Pythonic, text processing--Sentiment analysis, part-of-speech tagging, noun phrase extraction, translation, and more. | 2020-08-14T12:12:04Z |
| 89 | [cookiecutter-django](https://github.com/pydanny/cookiecutter-django) | 7240 | 1934 | Python | 129 | Cookiecutter Django is a framework for jumpstarting production-ready Django projects quickly. | 2020-10-02T02:18:17Z |
| 90 | [pyinstaller](https://github.com/pyinstaller/pyinstaller) | 7221 | 1529 | Python | 474 | Freeze (package) Python programs into stand-alone executables | 2020-10-01T20:38:57Z |
| 91 | [docopt](https://github.com/docopt/docopt) | 7182 | 538 | Python | 246 | Pythonic command line arguments parser, that will make you smile | 2020-06-26T14:41:40Z |
| 92 | [gunicorn](https://github.com/benoitc/gunicorn) | 7179 | 1343 | Python | 273 | gunicorn 'Green Unicorn' is a WSGI HTTP Server for UNIX, fast clients and sleepy applications. | 2020-09-23T14:31:24Z |
| 93 | [py-faster-rcnn](https://github.com/rbgirshick/py-faster-rcnn) | 7035 | 4026 | Python | 668 | Faster R-CNN (Python implementation) -- see https://github.com/ShaoqingRen/faster_rcnn for the official MATLAB version | 2019-11-07T04:31:35Z |
| 94 | [gdb-dashboard](https://github.com/cyrus-and/gdb-dashboard) | 6883 | 531 | Python | 10 | Modular visual interface for GDB in Python | 2020-08-12T13:02:21Z |
| 95 | [Mobile-Security-Framework-MobSF](https://github.com/MobSF/Mobile-Security-Framework-MobSF) | 6766 | 1834 | Python | 9 | Mobile Security Framework (MobSF) is an automated, all-in-one mobile application (Android/iOS/Windows) pen-testing, malware analysis and security assessment framework capable of performing static and dynamic analysis. | 2020-09-30T20:02:09Z |
| 96 | [monoid](https://github.com/larsenwork/monoid) | 6728 | 149 | Python | 74 | Customisable coding font with alternates, ligatures and contextual positioning. Crazy crisp at 12px/9pt. http://larsenwork.com/monoid/ | 2019-12-25T19:29:58Z |
| 97 | [30-seconds-of-python](https://github.com/30-seconds/30-seconds-of-python) | 6672 | 924 | Python | 4 | Short Python code snippets for all your development needs | 2020-10-02T02:10:56Z |
| 98 | [psutil](https://github.com/giampaolo/psutil) | 6630 | 1040 | Python | 239 | Cross-platform lib for process and system monitoring in Python | 2020-09-30T21:44:18Z |
| 99 | [python-prompt-toolkit](https://github.com/prompt-toolkit/python-prompt-toolkit) | 6533 | 503 | Python | 356 | Library for building powerful interactive command line applications in Python | 2020-10-02T00:13:36Z |
| 100 | [binwalk](https://github.com/ReFirmLabs/binwalk) | 6531 | 999 | Python | 96 | Firmware Analysis Tool | 2020-10-01T13:29:07Z |