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 | [system-design-primer](https://github.com/donnemartin/system-design-primer) | 109286 | 19727 | Python | 160 | Learn how to design large-scale systems. Prep for the system design interview.  Includes Anki flashcards. | 2020-10-13T22:19:47Z |
| 2 | [Python](https://github.com/TheAlgorithms/Python) | 89174 | 26121 | Python | 365 | All Algorithms implemented in Python | 2020-10-15T02:20:20Z |
| 3 | [models](https://github.com/tensorflow/models) | 66662 | 42490 | Python | 965 | Models and examples built with TensorFlow | 2020-10-14T18:34:50Z |
| 4 | [thefuck](https://github.com/nvbn/thefuck) | 56543 | 2752 | Python | 248 | Magnificent app which corrects your previous console command. | 2020-10-09T14:19:05Z |
| 5 | [django](https://github.com/django/django) | 52858 | 22779 | Python | 190 | The Web framework for perfectionists with deadlines. | 2020-10-14T21:14:54Z |
| 6 | [flask](https://github.com/pallets/flask) | 52396 | 13846 | Python | 31 | The Python micro framework for building web applications. | 2020-10-12T02:16:18Z |
| 7 | [requests](https://github.com/psf/requests) | 43699 | 7944 | Python | 304 | A simple, yet elegant HTTP library. | 2020-10-14T21:14:30Z |
| 8 | [transformers](https://github.com/huggingface/transformers) | 34996 | 8452 | Python | 599 | 🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0. | 2020-10-15T01:38:54Z |
| 9 | [HelloGitHub](https://github.com/521xueweihan/HelloGitHub) | 34061 | 5071 | Python | 14 | :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 |
| 10 | [cpython](https://github.com/python/cpython) | 33987 | 16414 | Python | 1411 | The Python programming language | 2020-10-15T02:25:47Z |
| 11 | [shadowsocks](https://github.com/shadowsocks/shadowsocks) | 32799 | 19678 | Python | 449 | None | 2019-11-06T02:01:03Z |
| 12 | [Deep-Learning-Papers-Reading-Roadmap](https://github.com/floodsung/Deep-Learning-Papers-Reading-Roadmap) | 28463 | 6292 | Python | 78 | Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech! | 2020-10-01T10:49:40Z |
| 13 | [AiLearning](https://github.com/apachecn/AiLearning) | 27385 | 9349 | 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 |
| 14 | [sentry](https://github.com/getsentry/sentry) | 26284 | 2981 | Python | 991 | Sentry is cross-platform application monitoring, with a focus on error reporting. | 2020-10-15T02:20:44Z |
| 15 | [manim](https://github.com/3b1b/manim) | 25936 | 3356 | Python | 317 | Animation engine for explanatory math videos | 2020-10-12T16:49:48Z |
| 16 | [bert](https://github.com/google-research/bert) | 25239 | 7115 | Python | 742 | TensorFlow code and pre-trained models for BERT | 2020-10-01T07:04:40Z |
| 17 | [jieba](https://github.com/fxsjy/jieba) | 24355 | 5936 | Python | 576 | 结巴中文分词 | 2020-07-24T03:07:06Z |
| 18 | [Detectron](https://github.com/facebookresearch/Detectron) | 23748 | 5239 | Python | 313 | FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet. | 2020-08-20T17:17:26Z |
| 19 | [gym](https://github.com/openai/gym) | 22379 | 6333 | Python | 178 | A toolkit for developing and comparing reinforcement learning algorithms. | 2020-10-09T17:17:45Z |
| 20 | [linux-insides](https://github.com/0xAX/linux-insides) | 21842 | 2470 | Python | 41 | A little bit about a linux kernel | 2020-10-14T18:12:32Z |
| 21 | [wtfpython](https://github.com/satwikkansal/wtfpython) | 21722 | 1987 | Python | 36 | What the f*ck Python? | 2020-10-05T15:12:17Z |
| 22 | [algo](https://github.com/trailofbits/algo) | 19368 | 1657 | Python | 80 | Set up a personal VPN in the cloud | 2020-10-13T14:06:44Z |
| 23 | [Python](https://github.com/geekcomputers/Python) | 19013 | 9049 | Python | 182 | My Python Examples | 2020-10-14T13:55:19Z |
| 24 | [django-rest-framework](https://github.com/encode/django-rest-framework) | 18996 | 5356 | Python | 295 | Web APIs for Django. 🎸 | 2020-10-13T20:06:40Z |
| 25 | [d2l-zh](https://github.com/d2l-ai/d2l-zh) | 18892 | 4862 | 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 |
| 26 | [airflow](https://github.com/apache/airflow) | 18538 | 7252 | Python | 907 | Apache Airflow - A platform to programmatically author, schedule, and monitor workflows | 2020-10-15T01:35:38Z |
| 27 | [algorithms](https://github.com/keon/algorithms) | 17978 | 3673 | Python | 137 | Minimal examples of data structures and algorithms in Python | 2020-10-12T01:23:55Z |
| 28 | [spaCy](https://github.com/explosion/spaCy) | 17373 | 3121 | Python | 175 | 💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython | 2020-10-14T18:52:17Z |
| 29 | [macOS-Security-and-Privacy-Guide](https://github.com/drduh/macOS-Security-and-Privacy-Guide) | 17312 | 1218 | Python | 7 | Guide to securing and improving privacy on macOS | 2020-09-15T14:56:48Z |
| 30 | [glances](https://github.com/nicolargo/glances) | 16962 | 1108 | Python | 185 | Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems. | 2020-10-11T10:06:36Z |
| 31 | [NLP-progress](https://github.com/sebastianruder/NLP-progress) | 16922 | 2904 | Python | 28 | 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. | 2020-10-13T07:39:43Z |
| 32 | [algo](https://github.com/wangzheng0822/algo) | 16720 | 5399 | Python | 117 | 数据结构和算法必知必会的50个代码实现 | 2020-09-25T01:44:24Z |
| 33 | [celery](https://github.com/celery/celery) | 15976 | 3833 | Python | 455 | Distributed Task Queue (development branch) | 2020-10-14T23:08:58Z |
| 34 | [reddit](https://github.com/reddit-archive/reddit) | 15499 | 2848 | Python | 304 | historical code from reddit.com | 2017-10-17T19:57:07Z |
| 35 | [sherlock](https://github.com/sherlock-project/sherlock) | 15076 | 1591 | Python | 44 | 🔎 Hunt down social media accounts by username across social networks | 2020-10-04T19:06:21Z |
| 36 | [TensorFlow-Course](https://github.com/instillai/TensorFlow-Course) | 14979 | 3052 | Python | 0 | Simple and ready-to-use tutorials for TensorFlow  | 2020-10-11T16:52:03Z |
| 37 | [pyspider](https://github.com/binux/pyspider) | 14631 | 3532 | Python | 275 | A Powerful Spider(Web Crawler) System in Python. | 2020-08-02T17:34:26Z |
| 38 | [toml](https://github.com/toml-lang/toml) | 14303 | 710 | Python | 33 | Tom's Obvious, Minimal Language | 2020-10-07T10:33:35Z |
| 39 | [Awesome-Linux-Software](https://github.com/luong-komorebi/Awesome-Linux-Software) | 14300 | 1486 | Python | 22 | A list of awesome applications, software, tools and other materials for Linux distros.  | 2020-10-13T19:45:28Z |
| 40 | [luigi](https://github.com/spotify/luigi) | 13814 | 2175 | Python | 57 | 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.  | 2020-10-13T11:42:45Z |
| 41 | [cascadia-code](https://github.com/microsoft/cascadia-code) | 13797 | 406 | Python | 48 | 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. | 2020-10-11T19:27:57Z |
| 42 | [gpt-2](https://github.com/openai/gpt-2) | 13333 | 3337 | Python | 118 | Code for the paper "Language Models are Unsupervised Multitask Learners" | 2020-09-14T02:31:19Z |
| 43 | [Paddle](https://github.com/PaddlePaddle/Paddle) | 13038 | 3243 | Python | 1926 | 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） | 2020-10-15T02:59:50Z |
| 44 | [detectron2](https://github.com/facebookresearch/detectron2) | 13033 | 3147 | Python | 92 | Detectron2 is FAIR's next-generation platform for object detection and segmentation. | 2020-10-15T01:51:06Z |
| 45 | [cookiecutter](https://github.com/cookiecutter/cookiecutter) | 13009 | 1350 | 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 |
| 46 | [wttr.in](https://github.com/chubin/wttr.in) | 12925 | 655 | Python | 130 | :partly_sunny: The right way to check the weather | 2020-10-14T21:49:37Z |
| 47 | [fabric](https://github.com/fabric/fabric) | 12517 | 1812 | Python | 428 | Simple, Pythonic remote execution and deployment. | 2020-10-02T05:16:58Z |
| 48 | [poetry](https://github.com/python-poetry/poetry) | 12508 | 945 | Python | 850 | Python dependency management and packaging made easy. | 2020-10-14T23:54:41Z |
| 49 | [wxpy](https://github.com/youfou/wxpy) | 12443 | 2173 | 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 |
| 50 | [awesome-python-login-model](https://github.com/Kr1s77/awesome-python-login-model) | 12385 | 2694 | 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 |
| 51 | [zipline](https://github.com/quantopian/zipline) | 12049 | 3455 | Python | 313 | Zipline, a Pythonic Algorithmic Trading Library | 2020-10-14T16:36:51Z |
| 52 | [game-programmer](https://github.com/miloyip/game-programmer) | 11554 | 1445 | Python | 19 | A Study Path for Game Programmer | 2019-10-26T03:01:04Z |
| 53 | [streamlit](https://github.com/streamlit/streamlit) | 11389 | 976 | Python | 470 | Streamlit — The fastest way to build data apps in Python | 2020-10-15T00:49:48Z |
| 54 | [salt](https://github.com/saltstack/salt) | 11307 | 4950 | Python | 2300 | Software to automate the management and configuration of any infrastructure or application at scale. Get access to the Salt software package repository here:  | 2020-10-14T23:44:18Z |
| 55 | [magic-wormhole](https://github.com/warner/magic-wormhole) | 11227 | 421 | Python | 124 | get things from one computer to another, safely | 2020-09-18T15:12:09Z |
| 56 | [requests-html](https://github.com/psf/requests-html) | 11215 | 744 | Python | 124 | Pythonic HTML Parsing for Humans™ | 2020-10-01T10:29:32Z |
| 57 | [Zappa](https://github.com/Miserlou/Zappa) | 11136 | 1203 | Python | 671 | Serverless Python | 2020-10-07T16:05:00Z |
| 58 | [yapf](https://github.com/google/yapf) | 11112 | 765 | Python | 293 | A formatter for Python files | 2020-09-23T04:12:44Z |
| 59 | [material-theme](https://github.com/equinusocio/material-theme) | 11075 | 796 | Python | 3 | Material Theme, the most epic theme for Sublime Text 3 by Mattia Astorino | 2020-07-16T07:16:31Z |
| 60 | [mkdocs](https://github.com/mkdocs/mkdocs) | 10879 | 1585 | Python | 187 | Project documentation with Markdown. | 2020-10-13T13:13:09Z |
| 61 | [wtfpython-cn](https://github.com/leisurelicht/wtfpython-cn) | 10743 | 1929 | 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 |
| 62 | [baselines](https://github.com/openai/baselines) | 10625 | 3659 | Python | 443 | OpenAI Baselines: high-quality implementations of reinforcement learning algorithms | 2020-10-11T02:55:14Z |
| 63 | [tensor2tensor](https://github.com/tensorflow/tensor2tensor) | 10487 | 2681 | Python | 538 | Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research. | 2020-09-29T13:27:21Z |
| 64 | [newspaper](https://github.com/codelucas/newspaper) | 10250 | 1692 | Python | 414 | News, full-text, and article metadata extraction in Python 3. Advanced docs: | 2020-10-01T16:01:57Z |
| 65 | [horovod](https://github.com/horovod/horovod) | 10161 | 1630 | Python | 723 | Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet. | 2020-10-14T19:27:42Z |
| 66 | [ungoogled-chromium](https://github.com/Eloston/ungoogled-chromium) | 10054 | 440 | Python | 125 | Google Chromium, sans integration with Google | 2020-10-14T18:01:04Z |
| 67 | [imgaug](https://github.com/aleju/imgaug) | 10032 | 1909 | Python | 204 | Image augmentation for machine learning experiments. | 2020-06-01T14:58:30Z |
| 68 | [openage](https://github.com/SFTtech/openage) | 9960 | 957 | Python | 242 | Free (as in freedom) open source clone of the Age of Empires II engine :rocket: | 2020-09-25T23:04:32Z |
| 69 | [rasa](https://github.com/RasaHQ/rasa) | 9894 | 3062 | Python | 448 | 💬 Open source machine learning framework to automate text- and voice-based conversations: NLU, dialogue management, connect to Slack, Facebook, and more - Create chatbots and voice assistants | 2020-10-15T00:44:00Z |
| 70 | [kitty](https://github.com/kovidgoyal/kitty) | 9859 | 478 | Python | 29 | A cross-platform, fast, feature full, GPU based terminal emulator | 2020-10-14T13:45:38Z |
| 71 | [sovereign](https://github.com/sovereign/sovereign) | 9822 | 830 | Python | 104 | A set of Ansible playbooks to build and maintain your own private cloud: email, calendar, contacts, file sync, IRC bouncer, VPN, and more. | 2020-10-10T19:04:11Z |
| 72 | [Shadowrocket-ADBlock-Rules](https://github.com/h2y/Shadowrocket-ADBlock-Rules) | 9574 | 1464 | Python | 61 | 提供多款 Shadowrocket 规则，带广告过滤功能。用于 iOS 未越狱设备选择性地自动翻墙。 | 2020-09-28T18:33:25Z |
| 73 | [mailinabox](https://github.com/mail-in-a-box/mailinabox) | 9524 | 1029 | Python | 335 | 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. | 2020-10-11T23:21:53Z |
| 74 | [tflearn](https://github.com/tflearn/tflearn) | 9453 | 2415 | Python | 573 | Deep learning library featuring a higher-level API for TensorFlow. | 2020-05-10T04:28:07Z |
| 75 | [fast-style-transfer](https://github.com/lengstrom/fast-style-transfer) | 9427 | 2402 | Python | 89 | TensorFlow CNN for fast style transfer ⚡🖥🎨🖼 | 2020-08-04T04:35:59Z |
| 76 | [nltk](https://github.com/nltk/nltk) | 9314 | 2396 | Python | 243 | NLTK Source | 2020-10-13T15:18:12Z |
| 77 | [the-gan-zoo](https://github.com/hindupuravinash/the-gan-zoo) | 9287 | 1950 | Python | 25 | A list of all named GANs! | 2020-10-03T06:19:56Z |
| 78 | [httpbin](https://github.com/postmanlabs/httpbin) | 9254 | 1362 | Python | 122 | HTTP Request & Response Service, written in Python + Flask. | 2020-09-30T21:31:35Z |
| 79 | [avatarify](https://github.com/alievk/avatarify) | 9180 | 1244 | Python | 86 | Avatars for Zoom, Skype and other video-conferencing apps. | 2020-10-07T09:07:33Z |
| 80 | [mycli](https://github.com/dbcli/mycli) | 9101 | 558 | Python | 154 | A Terminal Client for MySQL with AutoCompletion and Syntax Highlighting. | 2020-10-08T08:07:16Z |
| 81 | [sshuttle](https://github.com/apenwarr/sshuttle) | 8979 | 665 | Python | 22 | Wrong project!  You should head over to http://github.com/sshuttle/sshuttle | 2018-02-15T13:16:12Z |
| 82 | [termtosvg](https://github.com/nbedos/termtosvg) | 8975 | 355 | Python | 12 | Record terminal sessions as SVG animations | 2020-06-16T11:01:41Z |
| 83 | [DeDRM_tools](https://github.com/apprenticeharper/DeDRM_tools) | 8621 | 757 | Python | 463 | DeDRM tools for ebooks | 2020-10-14T21:27:44Z |
| 84 | [explainshell](https://github.com/idank/explainshell) | 8593 | 549 | Python | 120 | match command-line arguments to their help text | 2020-10-10T15:48:03Z |
| 85 | [musicbox](https://github.com/darknessomi/musicbox) | 8587 | 1534 | Python | 201 | 网易云音乐命令行版本 | 2020-10-13T10:55:58Z |
| 86 | [sonnet](https://github.com/deepmind/sonnet) | 8547 | 1237 | Python | 15 | TensorFlow-based neural network library | 2020-10-08T10:01:57Z |
| 87 | [tutorials](https://github.com/MorvanZhou/tutorials) | 8525 | 5069 | Python | 13 | 机器学习相关教程 | 2020-07-09T08:27:05Z |
| 88 | [ranger](https://github.com/ranger/ranger) | 8504 | 596 | Python | 571 | A VIM-inspired filemanager for the console | 2020-10-04T17:30:54Z |
| 89 | [bert-as-service](https://github.com/hanxiao/bert-as-service) | 8354 | 1675 | Python | 223 | Mapping a variable-length sentence to a fixed-length vector using BERT model | 2020-10-11T19:13:29Z |
| 90 | [MLAlgorithms](https://github.com/rushter/MLAlgorithms) | 8193 | 1464 | Python | 6 | Minimal and clean examples of machine learning algorithms implementations | 2020-10-01T17:05:01Z |
| 91 | [coursera-dl](https://github.com/coursera-dl/coursera-dl) | 8129 | 1984 | Python | 145 | Script for downloading Coursera.org videos and naming them. | 2020-08-06T14:25:48Z |
| 92 | [falcon](https://github.com/falconry/falcon) | 8030 | 804 | Python | 202 | The no-nonsense, minimalist REST services and app backend framework for Python developers, with a focus on reliability, correctness, and performance at scale. | 2020-10-12T13:00:26Z |
| 93 | [thumbor](https://github.com/thumbor/thumbor) | 8003 | 692 | Python | 116 | thumbor is an open-source photo thumbnail service by globo.com | 2020-10-10T09:24:14Z |
| 94 | [plotly.py](https://github.com/plotly/plotly.py) | 7980 | 1669 | Python | 703 | The interactive graphing library for Python (includes Plotly Express) :sparkles: | 2020-10-15T01:40:55Z |
| 95 | [portia](https://github.com/scrapinghub/portia) | 7923 | 1281 | Python | 114 | Visual scraping for Scrapy | 2020-05-09T10:59:24Z |
| 96 | [Chinese-Word-Vectors](https://github.com/Embedding/Chinese-Word-Vectors) | 7881 | 1847 | Python | 33 | 100+ Chinese Word Vectors 上百种预训练中文词向量  | 2020-08-24T15:43:10Z |
| 97 | [peewee](https://github.com/coleifer/peewee) | 7859 | 1239 | Python | 1 | a small, expressive orm -- supports postgresql, mysql and sqlite | 2020-10-07T15:20:02Z |
| 98 | [d2l-en](https://github.com/d2l-ai/d2l-en) | 7740 | 1812 | Python | 28 | Interactive deep learning book with code, math, and discussions. Available in multi-frameworks. | 2020-10-15T01:05:59Z |
| 99 | [seaborn](https://github.com/mwaskom/seaborn) | 7710 | 1317 | Python | 93 | Statistical data visualization using matplotlib | 2020-10-10T15:10:31Z |
| 100 | [insightface](https://github.com/deepinsight/insightface) | 7614 | 2689 | Python | 624 | Face Analysis Project on MXNet | 2020-10-14T13:44:36Z |