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) | 109421 | 19751 | 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) | 89287 | 26205 | Python | 393 | All Algorithms implemented in Python | 2020-10-17T02:53:18Z |
| 3 | [youtube-dl](https://github.com/ytdl-org/youtube-dl) | 71949 | 12626 | Python | 4067 | Command-line program to download videos from YouTube.com and other video sites | 2020-10-16T16:08:01Z |
| 4 | [models](https://github.com/tensorflow/models) | 66695 | 42501 | Python | 969 | Models and examples built with TensorFlow | 2020-10-17T00:53:40Z |
| 5 | [thefuck](https://github.com/nvbn/thefuck) | 56592 | 2758 | Python | 248 | Magnificent app which corrects your previous console command. | 2020-10-15T07:16:22Z |
| 6 | [django](https://github.com/django/django) | 52908 | 22801 | Python | 184 | The Web framework for perfectionists with deadlines. | 2020-10-17T00:06:52Z |
| 7 | [flask](https://github.com/pallets/flask) | 52421 | 13856 | Python | 26 | The Python micro framework for building web applications. | 2020-10-17T02:17:15Z |
| 8 | [keras](https://github.com/keras-team/keras) | 50007 | 18678 | Python | 3194 | Deep Learning for humans | 2020-10-04T04:51:35Z |
| 9 | [ansible](https://github.com/ansible/ansible) | 45141 | 19718 | Python | 2066 | 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. | 2020-10-16T13:38:09Z |
| 10 | [requests](https://github.com/psf/requests) | 43714 | 7950 | Python | 304 | A simple, yet elegant HTTP library. | 2020-10-14T21:14:30Z |
| 11 | [big-list-of-naughty-strings](https://github.com/minimaxir/big-list-of-naughty-strings) | 38037 | 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) | 35196 | 8500 | Python | 608 | 🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0. | 2020-10-17T02:40:41Z |
| 13 | [HelloGitHub](https://github.com/521xueweihan/HelloGitHub) | 34108 | 5078 | Python | 15 | :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) | 34017 | 16452 | Python | 1415 | The Python programming language | 2020-10-17T02:34:02Z |
| 15 | [shadowsocks](https://github.com/shadowsocks/shadowsocks) | 32801 | 19681 | Python | 449 | None | 2019-11-06T02:01:03Z |
| 16 | [incubator-superset](https://github.com/apache/incubator-superset) | 30449 | 6310 | Python | 383 | Apache Superset is a Data Visualization and Data Exploration Platform | 2020-10-17T01:03:37Z |
| 17 | [interview_internal_reference](https://github.com/0voice/interview_internal_reference) | 29102 | 7973 | Python | 22 | 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。 | 2020-10-17T02:49:24Z |
| 18 | [Deep-Learning-Papers-Reading-Roadmap](https://github.com/floodsung/Deep-Learning-Papers-Reading-Roadmap) | 28474 | 6293 | 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) | 27427 | 9359 | 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) | 26905 | 11140 | Python | 3581 | Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more | 2020-10-17T02:58:18Z |
| 21 | [sentry](https://github.com/getsentry/sentry) | 26300 | 2988 | Python | 993 | Sentry is cross-platform application monitoring, with a focus on error reporting. | 2020-10-17T00:05:57Z |
| 22 | [manim](https://github.com/3b1b/manim) | 26057 | 3371 | Python | 316 | Animation engine for explanatory math videos | 2020-10-12T16:49:48Z |
| 23 | [bert](https://github.com/google-research/bert) | 25263 | 7125 | Python | 742 | TensorFlow code and pre-trained models for BERT | 2020-10-01T07:04:40Z |
| 24 | [jieba](https://github.com/fxsjy/jieba) | 24377 | 5941 | Python | 576 | 结巴中文分词 | 2020-07-24T03:07:06Z |
| 25 | [Detectron](https://github.com/facebookresearch/Detectron) | 23753 | 5240 | 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) | 22397 | 6338 | Python | 181 | A toolkit for developing and comparing reinforcement learning algorithms. | 2020-10-16T18:45:18Z |
| 27 | [linux-insides](https://github.com/0xAX/linux-insides) | 21848 | 2471 | Python | 39 | A little bit about a linux kernel | 2020-10-15T03:42:52Z |
| 28 | [wtfpython](https://github.com/satwikkansal/wtfpython) | 21731 | 1987 | Python | 36 | What the f*ck Python? | 2020-10-05T15:12:17Z |
| 29 | [pipenv](https://github.com/pypa/pipenv) | 21077 | 1553 | Python | 472 |  Python Development Workflow for Humans. | 2020-10-05T06:59:05Z |
| 30 | [interactive-coding-challenges](https://github.com/donnemartin/interactive-coding-challenges) | 20979 | 3313 | 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) | 19378 | 1659 | Python | 80 | Set up a personal VPN in the cloud | 2020-10-13T14:06:44Z |
| 32 | [Python](https://github.com/geekcomputers/Python) | 19033 | 9085 | Python | 199 | My Python Examples | 2020-10-17T01:49:48Z |
| 33 | [django-rest-framework](https://github.com/encode/django-rest-framework) | 19009 | 5360 | Python | 299 | Web APIs for Django. 🎸 | 2020-10-16T18:37:05Z |
| 34 | [d2l-zh](https://github.com/d2l-ai/d2l-zh) | 18907 | 4865 | 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) | 18567 | 7270 | Python | 918 | Apache Airflow - A platform to programmatically author, schedule, and monitor workflows | 2020-10-17T02:35:33Z |
| 36 | [pytorch-tutorial](https://github.com/yunjey/pytorch-tutorial) | 18387 | 5857 | Python | 68 | PyTorch Tutorial for Deep Learning Researchers | 2020-08-24T12:39:54Z |
| 37 | [black](https://github.com/psf/black) | 18198 | 1143 | Python | 339 | The uncompromising Python code formatter | 2020-10-14T14:02:12Z |
| 38 | [ML-From-Scratch](https://github.com/eriklindernoren/ML-From-Scratch) | 18176 | 3523 | 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 |
| 39 | [algorithms](https://github.com/keon/algorithms) | 17991 | 3677 | Python | 138 | Minimal examples of data structures and algorithms in Python | 2020-10-16T18:59:15Z |
| 40 | [python-fire](https://github.com/google/python-fire) | 17853 | 1100 | Python | 84 | Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object. | 2020-10-05T18:22:03Z |
| 41 | [spaCy](https://github.com/explosion/spaCy) | 17418 | 3128 | Python | 146 | 💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython | 2020-10-16T15:53:23Z |
| 42 | [macOS-Security-and-Privacy-Guide](https://github.com/drduh/macOS-Security-and-Privacy-Guide) | 17317 | 1219 | Python | 7 | Guide to securing and improving privacy on macOS | 2020-09-15T14:56:48Z |
| 43 | [glances](https://github.com/nicolargo/glances) | 16977 | 1110 | Python | 187 | 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 |
| 44 | [NLP-progress](https://github.com/sebastianruder/NLP-progress) | 16937 | 2906 | Python | 29 | 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. | 2020-10-15T10:38:59Z |
| 45 | [algo](https://github.com/wangzheng0822/algo) | 16744 | 5402 | Python | 118 | 数据结构和算法必知必会的50个代码实现 | 2020-10-15T03:18:33Z |
| 46 | [celery](https://github.com/celery/celery) | 15986 | 3837 | Python | 461 | Distributed Task Queue (development branch) | 2020-10-16T12:37:47Z |
| 47 | [magenta](https://github.com/magenta/magenta) | 15776 | 3207 | Python | 280 | Magenta: Music and Art Generation with Machine Intelligence | 2020-10-15T20:59:25Z |
| 48 | [python-cheatsheet](https://github.com/gto76/python-cheatsheet) | 15567 | 3045 | Python | 20 | Comprehensive Python Cheatsheet | 2020-10-16T16:04:46Z |
| 49 | [reddit](https://github.com/reddit-archive/reddit) | 15499 | 2849 | Python | 304 | historical code from reddit.com | 2017-10-17T19:57:07Z |
| 50 | [numpy](https://github.com/numpy/numpy) | 15150 | 4956 | Python | 2208 | The fundamental package for scientific computing with Python. | 2020-10-17T01:26:48Z |
| 51 | [sherlock](https://github.com/sherlock-project/sherlock) | 15103 | 1590 | Python | 43 | 🔎 Hunt down social media accounts by username across social networks | 2020-10-04T19:06:21Z |
| 52 | [TensorFlow-Course](https://github.com/instillai/TensorFlow-Course) | 14988 | 3054 | Python | 0 | Simple and ready-to-use tutorials for TensorFlow  | 2020-10-11T16:52:03Z |
| 53 | [professional-programming](https://github.com/charlax/professional-programming) | 14655 | 1314 | Python | 0 | A collection of full-stack resources for programmers. | 2020-10-06T17:20:39Z |
| 54 | [pyspider](https://github.com/binux/pyspider) | 14634 | 3534 | Python | 275 | A Powerful Spider(Web Crawler) System in Python. | 2020-08-02T17:34:26Z |
| 55 | [ipython](https://github.com/ipython/ipython) | 14431 | 4104 | Python | 1411 | Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc. | 2020-10-16T22:07:35Z |
| 56 | [spleeter](https://github.com/deezer/spleeter) | 14370 | 1418 | Python | 100 | Deezer source separation library including pretrained models. | 2020-10-09T15:53:27Z |
| 57 | [toml](https://github.com/toml-lang/toml) | 14310 | 710 | Python | 32 | Tom's Obvious, Minimal Language | 2020-10-07T10:33:35Z |
| 58 | [Awesome-Linux-Software](https://github.com/luong-komorebi/Awesome-Linux-Software) | 14304 | 1486 | Python | 22 | A list of awesome applications, software, tools and other materials for Linux distros.  | 2020-10-13T19:45:28Z |
| 59 | [sanic](https://github.com/huge-success/sanic) | 14178 | 1293 | Python | 62 | Async Python 3.6+ web server/framework \| Build fast. Run fast. | 2020-10-08T06:49:11Z |
| 60 | [locust](https://github.com/locustio/locust) | 14028 | 1941 | Python | 28 | Scalable user load testing tool written in Python | 2020-10-16T09:36:06Z |
| 61 | [wechat_jump_game](https://github.com/wangshub/wechat_jump_game) | 13895 | 4572 | Python | 31 | 微信《跳一跳》Python 辅助 | 2020-10-09T23:36:40Z |
| 62 | [CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries) | 13836 | 2030 | Python | 41 | The OWASP Cheat Sheet Series was created to provide a concise collection of high value information on specific application security topics. | 2020-10-16T23:36:48Z |
| 63 | [luigi](https://github.com/spotify/luigi) | 13820 | 2176 | 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 |
| 64 | [PySnooper](https://github.com/cool-RR/PySnooper) | 13819 | 862 | Python | 17 | Never use print for debugging again | 2020-09-29T13:28:55Z |
| 65 | [cascadia-code](https://github.com/microsoft/cascadia-code) | 13813 | 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 |
| 66 | [gpt-2](https://github.com/openai/gpt-2) | 13339 | 3347 | Python | 118 | Code for the paper "Language Models are Unsupervised Multitask Learners" | 2020-09-14T02:31:19Z |
| 67 | [rich](https://github.com/willmcgugan/rich) | 13272 | 379 | Python | 17 | Rich is a Python library for rich text and beautiful formatting in the terminal. | 2020-10-16T14:58:51Z |
| 68 | [pytorch-CycleGAN-and-pix2pix](https://github.com/junyanz/pytorch-CycleGAN-and-pix2pix) | 13214 | 3949 | Python | 267 | Image-to-Image Translation in PyTorch | 2020-10-15T22:26:08Z |
| 69 | [detectron2](https://github.com/facebookresearch/detectron2) | 13064 | 3160 | Python | 82 | Detectron2 is FAIR's next-generation platform for object detection and segmentation. | 2020-10-17T01:26:51Z |
| 70 | [Paddle](https://github.com/PaddlePaddle/Paddle) | 13045 | 3245 | Python | 1936 | 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） | 2020-10-17T02:25:24Z |
| 71 | [cookiecutter](https://github.com/cookiecutter/cookiecutter) | 13023 | 1351 | 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 |
| 72 | [wttr.in](https://github.com/chubin/wttr.in) | 12938 | 656 | Python | 129 | :partly_sunny: The right way to check the weather | 2020-10-15T04:21:18Z |
| 73 | [poetry](https://github.com/python-poetry/poetry) | 12526 | 951 | Python | 861 | Python dependency management and packaging made easy. | 2020-10-17T01:14:37Z |
| 74 | [fabric](https://github.com/fabric/fabric) | 12519 | 1812 | Python | 429 | Simple, Pythonic remote execution and deployment. | 2020-10-02T05:16:58Z |
| 75 | [wxpy](https://github.com/youfou/wxpy) | 12443 | 2176 | 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 |
| 76 | [matplotlib](https://github.com/matplotlib/matplotlib) | 12439 | 5418 | Python | 1597 | matplotlib: plotting with Python | 2020-10-17T02:54:19Z |
| 77 | [awesome-python-login-model](https://github.com/Kr1s77/awesome-python-login-model) | 12397 | 2695 | 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 | [mmdetection](https://github.com/open-mmlab/mmdetection) | 12064 | 4119 | Python | 358 | OpenMMLab Detection Toolbox and Benchmark | 2020-10-16T12:33:56Z |
| 79 | [zipline](https://github.com/quantopian/zipline) | 12056 | 3457 | Python | 313 | Zipline, a Pythonic Algorithmic Trading Library | 2020-10-14T16:36:51Z |
| 80 | [prophet](https://github.com/facebook/prophet) | 11593 | 3275 | Python | 100 | Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth. | 2020-10-14T09:22:48Z |
| 81 | [game-programmer](https://github.com/miloyip/game-programmer) | 11562 | 1446 | Python | 19 | A Study Path for Game Programmer | 2019-10-26T03:01:04Z |
| 82 | [python-spider](https://github.com/Jack-Cherish/python-spider) | 11457 | 4577 | 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 | [streamlit](https://github.com/streamlit/streamlit) | 11440 | 979 | Python | 483 | Streamlit — The fastest way to build data apps in Python | 2020-10-16T21:59:22Z |
| 84 | [salt](https://github.com/saltstack/salt) | 11308 | 4955 | Python | 2316 | Software to automate the management and configuration of any infrastructure or application at scale. Get access to the Salt software package repository here:  | 2020-10-16T22:54:12Z |
| 85 | [gensim](https://github.com/RaRe-Technologies/gensim) | 11253 | 3829 | Python | 343 | Topic Modelling for Humans | 2020-10-15T22:19:05Z |
| 86 | [magic-wormhole](https://github.com/warner/magic-wormhole) | 11233 | 421 | Python | 124 | get things from one computer to another, safely | 2020-09-18T15:12:09Z |
| 87 | [requests-html](https://github.com/psf/requests-html) | 11218 | 744 | Python | 125 | Pythonic HTML Parsing for Humans™ | 2020-10-01T10:29:32Z |
| 88 | [Zappa](https://github.com/Miserlou/Zappa) | 11143 | 1203 | Python | 671 | Serverless Python | 2020-10-07T16:05:00Z |
| 89 | [facenet](https://github.com/davidsandberg/facenet) | 11138 | 4465 | Python | 501 | Face recognition using Tensorflow | 2020-09-25T22:35:54Z |
| 90 | [yapf](https://github.com/google/yapf) | 11119 | 766 | Python | 295 | A formatter for Python files | 2020-10-16T19:43:36Z |
| 91 | [jupyter](https://github.com/jupyter/jupyter) | 11096 | 2827 | Python | 176 | Jupyter metapackage for installation, docs and chat | 2020-10-08T15:50:32Z |
| 92 | [material-theme](https://github.com/equinusocio/material-theme) | 11079 | 797 | Python | 3 | Material Theme, the most epic theme for Sublime Text 3 by Mattia Astorino | 2020-07-16T07:16:31Z |
| 93 | [mkdocs](https://github.com/mkdocs/mkdocs) | 10891 | 1586 | Python | 187 | Project documentation with Markdown. | 2020-10-13T13:13:09Z |
| 94 | [wtfpython-cn](https://github.com/leisurelicht/wtfpython-cn) | 10744 | 1928 | 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) | 10631 | 3666 | Python | 443 | OpenAI Baselines: high-quality implementations of reinforcement learning algorithms | 2020-10-11T02:55:14Z |
| 96 | [tensor2tensor](https://github.com/tensorflow/tensor2tensor) | 10488 | 2682 | 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 |
| 97 | [ChatterBot](https://github.com/gunthercox/ChatterBot) | 10416 | 3559 | Python | 184 | ChatterBot is a machine learning, conversational dialog engine for creating chat bots | 2020-08-22T18:42:43Z |
| 98 | [FastPhotoStyle](https://github.com/NVIDIA/FastPhotoStyle) | 10399 | 1100 | Python | 51 | Style transfer, deep learning, feature transform | 2020-07-01T23:03:30Z |
| 99 | [newspaper](https://github.com/codelucas/newspaper) | 10254 | 1693 | Python | 415 | News, full-text, and article metadata extraction in Python 3. Advanced docs: | 2020-10-01T16:01:57Z |
| 100 | [horovod](https://github.com/horovod/horovod) | 10196 | 1633 | Python | 723 | Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet. | 2020-10-16T17:12:46Z |