[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) | 108743 | 19621 | Python | 158 | Learn how to design large-scale systems. Prep for the system design interview.  Includes Anki flashcards. | 2020-10-02T11:11:14Z |
| 2 | [Python](https://github.com/TheAlgorithms/Python) | 88555 | 25880 | Python | 264 | All Algorithms implemented in Python | 2020-10-09T02:59:13Z |
| 3 | [youtube-dl](https://github.com/ytdl-org/youtube-dl) | 71686 | 12569 | Python | 4022 | Command-line program to download videos from YouTube.com and other video sites | 2020-10-08T10:40:52Z |
| 4 | [models](https://github.com/tensorflow/models) | 66558 | 42431 | Python | 956 | Models and examples built with TensorFlow | 2020-10-09T02:54:49Z |
| 5 | [thefuck](https://github.com/nvbn/thefuck) | 56344 | 2750 | Python | 249 | Magnificent app which corrects your previous console command. | 2020-10-08T20:58:15Z |
| 6 | [django](https://github.com/django/django) | 52719 | 22716 | Python | 188 | The Web framework for perfectionists with deadlines. | 2020-10-09T01:04:14Z |
| 7 | [flask](https://github.com/pallets/flask) | 52310 | 13824 | Python | 29 | The Python micro framework for building web applications. | 2020-10-08T15:59:52Z |
| 8 | [keras](https://github.com/keras-team/keras) | 49934 | 18657 | Python | 3189 | Deep Learning for humans | 2020-10-04T04:51:35Z |
| 9 | [ansible](https://github.com/ansible/ansible) | 45033 | 19677 | Python | 2057 | 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. | 2020-10-09T00:40:56Z |
| 10 | [requests](https://github.com/psf/requests) | 43652 | 7939 | Python | 301 | A simple, yet elegant HTTP library. | 2020-10-08T04:56:48Z |
| 11 | [big-list-of-naughty-strings](https://github.com/minimaxir/big-list-of-naughty-strings) | 38021 | 1687 | 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. | 2020-10-06T11:10:54Z |
| 12 | [transformers](https://github.com/huggingface/transformers) | 34715 | 8375 | Python | 606 | 🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0. | 2020-10-09T01:22:23Z |
| 13 | [HelloGitHub](https://github.com/521xueweihan/HelloGitHub) | 33902 | 5049 | Python | 10 | :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 |
| 14 | [cpython](https://github.com/python/cpython) | 33877 | 16341 | Python | 1399 | The Python programming language | 2020-10-09T00:27:03Z |
| 15 | [shadowsocks](https://github.com/shadowsocks/shadowsocks) | 32797 | 19682 | Python | 449 | None | 2019-11-06T02:01:03Z |
| 16 | [incubator-superset](https://github.com/apache/incubator-superset) | 30355 | 6282 | Python | 381 | Apache Superset is a Data Visualization and Data Exploration Platform | 2020-10-09T02:51:27Z |
| 17 | [interview_internal_reference](https://github.com/0voice/interview_internal_reference) | 29030 | 7944 | 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 |
| 18 | [Deep-Learning-Papers-Reading-Roadmap](https://github.com/floodsung/Deep-Learning-Papers-Reading-Roadmap) | 28433 | 6294 | Python | 78 | Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech! | 2020-10-01T10:49:40Z |
| 19 | [AiLearning](https://github.com/apachecn/AiLearning) | 27248 | 9296 | Python | 35 | AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP | 2020-10-07T14:53:13Z |
| 20 | [pandas](https://github.com/pandas-dev/pandas) | 26812 | 11085 | Python | 3609 | Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more | 2020-10-09T02:52:37Z |
| 21 | [sentry](https://github.com/getsentry/sentry) | 26230 | 2972 | Python | 971 | Sentry is cross-platform application monitoring, with a focus on error reporting. | 2020-10-09T02:36:41Z |
| 22 | [manim](https://github.com/3b1b/manim) | 25787 | 3326 | Python | 316 | Animation engine for explanatory math videos | 2020-10-08T15:09:38Z |
| 23 | [bert](https://github.com/google-research/bert) | 25146 | 7081 | Python | 742 | TensorFlow code and pre-trained models for BERT | 2020-10-01T07:04:40Z |
| 24 | [jieba](https://github.com/fxsjy/jieba) | 24284 | 5921 | Python | 575 | 结巴中文分词 | 2020-07-24T03:07:06Z |
| 25 | [Detectron](https://github.com/facebookresearch/Detectron) | 23724 | 5236 | Python | 313 | FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet. | 2020-08-20T17:17:26Z |
| 26 | [gym](https://github.com/openai/gym) | 22327 | 6326 | Python | 175 | A toolkit for developing and comparing reinforcement learning algorithms. | 2020-09-29T23:49:47Z |
| 27 | [linux-insides](https://github.com/0xAX/linux-insides) | 21813 | 2462 | Python | 42 | A little bit about a linux kernel | 2020-10-06T03:54:46Z |
| 28 | [wtfpython](https://github.com/satwikkansal/wtfpython) | 21674 | 1983 | Python | 35 | What the f*ck Python? | 2020-10-05T15:12:17Z |
| 29 | [pipenv](https://github.com/pypa/pipenv) | 21049 | 1551 | Python | 470 |  Python Development Workflow for Humans. | 2020-10-05T06:59:05Z |
| 30 | [interactive-coding-challenges](https://github.com/donnemartin/interactive-coding-challenges) | 20944 | 3307 | Python | 57 | 120+ interactive Python coding interview challenges (algorithms and data structures).  Includes Anki flashcards. | 2020-10-01T14:44:45Z |
| 31 | [algo](https://github.com/trailofbits/algo) | 19336 | 1653 | Python | 77 | Set up a personal VPN in the cloud | 2020-09-27T11:10:27Z |
| 32 | [Python](https://github.com/geekcomputers/Python) | 18970 | 9019 | Python | 290 | My Python Examples | 2020-10-08T14:28:02Z |
| 33 | [django-rest-framework](https://github.com/encode/django-rest-framework) | 18942 | 5343 | Python | 311 | Web APIs for Django. 🎸 | 2020-10-08T18:03:47Z |
| 34 | [d2l-zh](https://github.com/d2l-ai/d2l-zh) | 18848 | 4855 | 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”教材。 | 2020-10-07T04:59:09Z |
| 35 | [airflow](https://github.com/apache/airflow) | 18483 | 7200 | Python | 870 | Apache Airflow - A platform to programmatically author, schedule, and monitor workflows | 2020-10-09T02:14:51Z |
| 36 | [pytorch-tutorial](https://github.com/yunjey/pytorch-tutorial) | 18269 | 5820 | Python | 68 | PyTorch Tutorial for Deep Learning Researchers | 2020-08-24T12:39:54Z |
| 37 | [black](https://github.com/psf/black) | 18113 | 1127 | Python | 329 | The uncompromising Python code formatter | 2020-10-08T21:13:14Z |
| 38 | [algorithms](https://github.com/keon/algorithms) | 17950 | 3666 | Python | 137 | Minimal examples of data structures and algorithms in Python | 2020-10-07T08:33:25Z |
| 39 | [python-fire](https://github.com/google/python-fire) | 17812 | 1096 | Python | 83 | Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object. | 2020-10-05T18:22:03Z |
| 40 | [ML-From-Scratch](https://github.com/eriklindernoren/ML-From-Scratch) | 17750 | 3455 | Python | 33 | 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. | 2020-10-08T18:37:03Z |
| 41 | [spaCy](https://github.com/explosion/spaCy) | 17336 | 3116 | Python | 175 | 💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython | 2020-10-08T21:18:10Z |
| 42 | [macOS-Security-and-Privacy-Guide](https://github.com/drduh/macOS-Security-and-Privacy-Guide) | 17291 | 1216 | Python | 6 | Guide to securing and improving privacy on macOS | 2020-09-15T14:56:48Z |
| 43 | [glances](https://github.com/nicolargo/glances) | 16933 | 1105 | Python | 193 | Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems. | 2020-10-08T06:42:13Z |
| 44 | [NLP-progress](https://github.com/sebastianruder/NLP-progress) | 16858 | 2896 | Python | 26 | 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. | 2020-10-04T11:09:19Z |
| 45 | [algo](https://github.com/wangzheng0822/algo) | 16659 | 5365 | Python | 116 | 数据结构和算法必知必会的50个代码实现 | 2020-09-25T01:44:24Z |
| 46 | [celery](https://github.com/celery/celery) | 15944 | 3832 | Python | 455 | Distributed Task Queue (development branch) | 2020-10-08T15:54:37Z |
| 47 | [magenta](https://github.com/magenta/magenta) | 15731 | 3203 | Python | 282 | Magenta: Music and Art Generation with Machine Intelligence | 2020-10-04T21:59:04Z |
| 48 | [python-cheatsheet](https://github.com/gto76/python-cheatsheet) | 15535 | 3033 | Python | 19 | Comprehensive Python Cheatsheet | 2020-10-08T08:26:35Z |
| 49 | [reddit](https://github.com/reddit-archive/reddit) | 15487 | 2848 | Python | 304 | historical code from reddit.com | 2017-10-17T19:57:07Z |
| 50 | [numpy](https://github.com/numpy/numpy) | 15069 | 4929 | Python | 2197 | The fundamental package for scientific computing with Python. | 2020-10-09T02:38:42Z |
| 51 | [sherlock](https://github.com/sherlock-project/sherlock) | 15010 | 1576 | Python | 42 | 🔎 Hunt down social media accounts by username across social networks | 2020-10-04T19:06:21Z |
| 52 | [TensorFlow-Course](https://github.com/instillai/TensorFlow-Course) | 14943 | 3045 | Python | 0 | Simple and ready-to-use tutorials for TensorFlow  | 2020-07-06T13:28:34Z |
| 53 | [professional-programming](https://github.com/charlax/professional-programming) | 14636 | 1311 | Python | 0 | A collection of full-stack resources for programmers. | 2020-10-06T17:20:39Z |
| 54 | [pyspider](https://github.com/binux/pyspider) | 14615 | 3530 | Python | 274 | A Powerful Spider(Web Crawler) System in Python. | 2020-08-02T17:34:26Z |
| 55 | [ipython](https://github.com/ipython/ipython) | 14414 | 4083 | Python | 1401 | Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc. | 2020-10-08T19:34:53Z |
| 56 | [spleeter](https://github.com/deezer/spleeter) | 14287 | 1406 | Python | 103 | Deezer source separation library including pretrained models. | 2020-10-08T13:13:59Z |
| 57 | [Awesome-Linux-Software](https://github.com/luong-komorebi/Awesome-Linux-Software) | 14285 | 1483 | Python | 21 | A list of awesome applications, software, tools and other materials for Linux distros.  | 2020-10-08T17:35:46Z |
| 58 | [toml](https://github.com/toml-lang/toml) | 14279 | 709 | Python | 32 | Tom's Obvious, Minimal Language | 2020-10-07T10:33:35Z |
| 59 | [sanic](https://github.com/huge-success/sanic) | 14159 | 1292 | Python | 63 | Async Python 3.6+ web server/framework \| Build fast. Run fast. | 2020-10-08T06:49:11Z |
| 60 | [locust](https://github.com/locustio/locust) | 13955 | 1939 | Python | 29 | Scalable user load testing tool written in Python | 2020-10-08T22:22:19Z |
| 61 | [wechat_jump_game](https://github.com/wangshub/wechat_jump_game) | 13894 | 4571 | Python | 30 | 微信《跳一跳》Python 辅助 | 2020-09-25T21:59:07Z |
| 62 | [PySnooper](https://github.com/cool-RR/PySnooper) | 13797 | 863 | Python | 15 | Never use print for debugging again | 2020-09-29T13:28:55Z |
| 63 | [luigi](https://github.com/spotify/luigi) | 13792 | 2173 | Python | 54 | 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.  | 2020-10-06T20:57:32Z |
| 64 | [CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries) | 13785 | 2020 | Python | 40 | The OWASP Cheat Sheet Series was created to provide a concise collection of high value information on specific application security topics. | 2020-10-08T02:38:02Z |
| 65 | [cascadia-code](https://github.com/microsoft/cascadia-code) | 13735 | 404 | Python | 45 | 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. | 2020-10-08T18:07:49Z |
| 66 | [gpt-2](https://github.com/openai/gpt-2) | 13297 | 3323 | Python | 117 | Code for the paper "Language Models are Unsupervised Multitask Learners" | 2020-09-14T02:31:19Z |
| 67 | [rich](https://github.com/willmcgugan/rich) | 13152 | 373 | Python | 23 | Rich is a Python library for rich text and beautiful formatting in the terminal. | 2020-10-09T02:35:04Z |
| 68 | [pytorch-CycleGAN-and-pix2pix](https://github.com/junyanz/pytorch-CycleGAN-and-pix2pix) | 13149 | 3927 | Python | 265 | Image-to-Image Translation in PyTorch | 2020-09-12T21:34:55Z |
| 69 | [Paddle](https://github.com/PaddlePaddle/Paddle) | 13008 | 3231 | Python | 1933 | 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） | 2020-10-09T02:55:25Z |
| 70 | [cookiecutter](https://github.com/cookiecutter/cookiecutter) | 12979 | 1346 | Python | 178 | A command-line utility that creates projects from cookiecutters (project templates), e.g. Python package projects, VueJS projects. | 2020-10-02T21:54:35Z |
| 71 | [detectron2](https://github.com/facebookresearch/detectron2) | 12946 | 3111 | Python | 87 | Detectron2 is FAIR's next-generation platform for object detection and segmentation. | 2020-10-09T00:40:19Z |
| 72 | [wttr.in](https://github.com/chubin/wttr.in) | 12879 | 653 | Python | 135 | :partly_sunny: The right way to check the weather | 2020-10-08T23:47:26Z |
| 73 | [fabric](https://github.com/fabric/fabric) | 12504 | 1813 | Python | 428 | Simple, Pythonic remote execution and deployment. | 2020-10-02T05:16:58Z |
| 74 | [wxpy](https://github.com/youfou/wxpy) | 12442 | 2172 | Python | 302 | 微信机器人 / 可能是最优雅的微信个人号 API ✨✨ | 2019-07-14T17:59:47Z |
| 75 | [poetry](https://github.com/python-poetry/poetry) | 12439 | 928 | Python | 835 | Python dependency management and packaging made easy. | 2020-10-09T02:45:15Z |
| 76 | [matplotlib](https://github.com/matplotlib/matplotlib) | 12387 | 5393 | Python | 1607 | matplotlib: plotting with Python | 2020-10-09T02:37:19Z |
| 77 | [awesome-python-login-model](https://github.com/Kr1s77/awesome-python-login-model) | 12361 | 2689 | 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 |
| 78 | [zipline](https://github.com/quantopian/zipline) | 12032 | 3451 | Python | 314 | Zipline, a Pythonic Algorithmic Trading Library | 2020-10-05T15:49:11Z |
| 79 | [mmdetection](https://github.com/open-mmlab/mmdetection) | 11960 | 4074 | Python | 373 | OpenMMLab Detection Toolbox and Benchmark | 2020-10-08T10:43:12Z |
| 80 | [prophet](https://github.com/facebook/prophet) | 11549 | 3253 | Python | 88 | Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth. | 2020-10-08T18:13:22Z |
| 81 | [game-programmer](https://github.com/miloyip/game-programmer) | 11536 | 1445 | Python | 19 | A Study Path for Game Programmer | 2019-10-26T03:01:04Z |
| 82 | [python-spider](https://github.com/Jack-Cherish/python-spider) | 11402 | 4554 | Python | 0 | :rainbow:Python3网络爬虫实战：淘宝、京东、网易云、B站、12306、抖音、笔趣阁、漫画小说下载、音乐电影下载等 | 2020-09-25T12:46:24Z |
| 83 | [salt](https://github.com/saltstack/salt) | 11294 | 4949 | Python | 2279 | Software to automate the management and configuration of any infrastructure or application at scale. Get access to the Salt software package repository here:  | 2020-10-08T22:57:13Z |
| 84 | [streamlit](https://github.com/streamlit/streamlit) | 11265 | 968 | Python | 453 | Streamlit — The fastest way to build data apps in Python | 2020-10-09T00:09:05Z |
| 85 | [gensim](https://github.com/RaRe-Technologies/gensim) | 11226 | 3825 | Python | 350 | Topic Modelling for Humans | 2020-10-08T23:18:17Z |
| 86 | [magic-wormhole](https://github.com/warner/magic-wormhole) | 11215 | 420 | Python | 123 | get things from one computer to another, safely | 2020-09-18T15:12:09Z |
| 87 | [requests-html](https://github.com/psf/requests-html) | 11207 | 744 | Python | 124 | Pythonic HTML Parsing for Humans™ | 2020-10-01T10:29:32Z |
| 88 | [Zappa](https://github.com/Miserlou/Zappa) | 11128 | 1204 | Python | 668 | Serverless Python | 2020-10-07T16:05:00Z |
| 89 | [facenet](https://github.com/davidsandberg/facenet) | 11101 | 4454 | Python | 501 | Face recognition using Tensorflow | 2020-09-25T22:35:54Z |
| 90 | [yapf](https://github.com/google/yapf) | 11090 | 760 | Python | 293 | A formatter for Python files | 2020-09-23T04:12:44Z |
| 91 | [material-theme](https://github.com/equinusocio/material-theme) | 11076 | 795 | Python | 3 | Material Theme, the most epic theme for Sublime Text 3 by Mattia Astorino | 2020-07-16T07:16:31Z |
| 92 | [jupyter](https://github.com/jupyter/jupyter) | 11061 | 2813 | Python | 176 | Jupyter metapackage for installation, docs and chat | 2020-10-08T15:50:32Z |
| 93 | [mkdocs](https://github.com/mkdocs/mkdocs) | 10851 | 1578 | Python | 180 | Project documentation with Markdown. | 2020-09-27T11:25:11Z |
| 94 | [wtfpython-cn](https://github.com/leisurelicht/wtfpython-cn) | 10730 | 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 |
| 95 | [baselines](https://github.com/openai/baselines) | 10594 | 3645 | Python | 442 | OpenAI Baselines: high-quality implementations of reinforcement learning algorithms | 2020-09-21T17:11:19Z |
| 96 | [tensor2tensor](https://github.com/tensorflow/tensor2tensor) | 10457 | 2675 | Python | 534 | Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research. | 2020-09-29T13:27:21Z |
| 97 | [ChatterBot](https://github.com/gunthercox/ChatterBot) | 10395 | 3550 | Python | 178 | ChatterBot is a machine learning, conversational dialog engine for creating chat bots | 2020-08-22T18:42:43Z |
| 98 | [FastPhotoStyle](https://github.com/NVIDIA/FastPhotoStyle) | 10387 | 1101 | Python | 51 | Style transfer, deep learning, feature transform | 2020-07-01T23:03:30Z |
| 99 | [newspaper](https://github.com/codelucas/newspaper) | 10229 | 1688 | Python | 414 | News, full-text, and article metadata extraction in Python 3. Advanced docs: | 2020-10-01T16:01:57Z |
| 100 | [horovod](https://github.com/horovod/horovod) | 10083 | 1621 | Python | 717 | Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet. | 2020-10-09T02:49:29Z |