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) | 102132 | 18183 | Python | 135 | Learn how to design large-scale systems. Prep for the system design interview.  Includes Anki flashcards. | 2020-07-19T13:23:22Z |
| 2 | [awesome-python](https://github.com/vinta/awesome-python) | 84617 | 16630 | Python | 59 | A curated list of awesome Python frameworks, libraries, software and resources | 2020-07-15T17:09:12Z |
| 3 | [Python](https://github.com/TheAlgorithms/Python) | 79861 | 23982 | Python | 32 | All Algorithms implemented in Python | 2020-07-22T22:49:36Z |
| 4 | [youtube-dl](https://github.com/ytdl-org/youtube-dl) | 68918 | 12009 | Python | 3703 | Command-line program to download videos from YouTube.com and other video sites | 2020-07-21T14:12:55Z |
| 5 | [models](https://github.com/tensorflow/models) | 65190 | 41700 | Python | 932 | Models and examples built with TensorFlow | 2020-07-23T02:55:24Z |
| 6 | [thefuck](https://github.com/nvbn/thefuck) | 54321 | 2719 | Python | 236 | Magnificent app which corrects your previous console command. | 2020-07-20T14:33:43Z |
| 7 | [flask](https://github.com/pallets/flask) | 51300 | 13653 | Python | 29 | The Python micro framework for building web applications. | 2020-07-22T20:30:03Z |
| 8 | [django](https://github.com/django/django) | 50782 | 21994 | Python | 194 | The Web framework for perfectionists with deadlines. | 2020-07-22T21:38:18Z |
| 9 | [keras](https://github.com/keras-team/keras) | 49042 | 18463 | Python | 3150 | Deep Learning for humans | 2020-07-15T15:09:54Z |
| 10 | [httpie](https://github.com/jakubroztocil/httpie) | 47582 | 3062 | Python | 134 | As easy as HTTPie /aitch-tee-tee-pie/ 🥧  Modern, user-friendly command-line HTTP client for the API era. JSON support, colors, sessions, downloads, plugins & more. https://twitter.com/clihttp | 2020-07-18T18:19:34Z |
| 11 | [ansible](https://github.com/ansible/ansible) | 44004 | 19353 | Python | 5053 | 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/ | 2020-07-23T02:58:00Z |
| 12 | [requests](https://github.com/psf/requests) | 43041 | 7792 | Python | 287 | A simple, yet elegant HTTP library. | 2020-07-22T00:13:08Z |
| 13 | [big-list-of-naughty-strings](https://github.com/minimaxir/big-list-of-naughty-strings) | 37713 | 1662 | Python | 70 | 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. | 2020-06-02T20:14:25Z |
| 14 | [face_recognition](https://github.com/ageitgey/face_recognition) | 35416 | 9902 | Python | 528 | The world's simplest facial recognition api for Python and the command line | 2020-07-18T17:07:09Z |
| 15 | [HelloGitHub](https://github.com/521xueweihan/HelloGitHub) | 32391 | 4806 | Python | 18 | :octocat: Find pearls on open-source seashore 分享 GitHub 上有趣、入门级的开源项目 | 2020-06-27T10:24:28Z |
| 16 | [transformers](https://github.com/huggingface/transformers) | 31234 | 7375 | Python | 649 | 🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0. | 2020-07-22T22:32:46Z |
| 17 | [incubator-superset](https://github.com/apache/incubator-superset) | 29404 | 6077 | Python | 371 | Apache Superset (incubating) is a modern, enterprise-ready business intelligence web application | 2020-07-23T02:42:19Z |
| 18 | [certbot](https://github.com/certbot/certbot) | 26977 | 2937 | Python | 537 | 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. | 2020-07-23T01:33:50Z |
| 19 | [AiLearning](https://github.com/apachecn/AiLearning) | 26105 | 8981 | Python | 35 | AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP | 2020-07-14T07:12:42Z |
| 20 | [pandas](https://github.com/pandas-dev/pandas) | 25838 | 10571 | Python | 3602 | Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more | 2020-07-23T02:50:28Z |
| 21 | [sentry](https://github.com/getsentry/sentry) | 25538 | 2886 | Python | 1146 | Sentry is cross-platform application monitoring, with a focus on error reporting. | 2020-07-23T01:36:05Z |
| 22 | [localstack](https://github.com/localstack/localstack) | 25513 | 1923 | Python | 261 | 💻  A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline! | 2020-07-20T17:32:43Z |
| 23 | [Detectron](https://github.com/facebookresearch/Detectron) | 23514 | 5192 | Python | 311 | FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet. | 2020-07-18T00:19:24Z |
| 24 | [YouCompleteMe](https://github.com/ycm-core/YouCompleteMe) | 21541 | 2489 | Python | 27 | A code-completion engine for Vim | 2020-07-21T20:41:21Z |
| 25 | [linux-insides](https://github.com/0xAX/linux-insides) | 21463 | 2402 | Python | 40 | A little bit about a linux kernel | 2020-07-22T20:56:04Z |
| 26 | [wtfpython](https://github.com/satwikkansal/wtfpython) | 21077 | 1937 | Python | 37 | What the f*ck Python? | 2020-07-21T14:34:17Z |
| 27 | [pipenv](https://github.com/pypa/pipenv) | 20712 | 1519 | Python | 455 |  Python Development Workflow for Humans. | 2020-07-13T16:16:28Z |
| 28 | [cheat.sh](https://github.com/chubin/cheat.sh) | 19078 | 944 | Python | 67 | the only cheat sheet you need | 2020-07-14T16:58:28Z |
| 29 | [algo](https://github.com/trailofbits/algo) | 18856 | 1608 | Python | 85 | Set up a personal VPN in the cloud | 2020-07-22T20:09:44Z |
| 30 | [django-rest-framework](https://github.com/encode/django-rest-framework) | 18290 | 5189 | Python | 258 | Web APIs for Django. 🎸 | 2020-07-21T12:49:34Z |
| 31 | [Python](https://github.com/geekcomputers/Python) | 18217 | 8595 | Python | 124 | My Python Examples | 2020-07-22T02:47:30Z |
| 32 | [sqlmap](https://github.com/sqlmapproject/sqlmap) | 17754 | 3876 | Python | 46 | Automatic SQL injection and database takeover tool | 2020-07-22T09:25:12Z |
| 33 | [airflow](https://github.com/apache/airflow) | 17528 | 6807 | Python | 557 | Apache Airflow - A platform to programmatically author, schedule, and monitor workflows | 2020-07-23T01:00:26Z |
| 34 | [python-fire](https://github.com/google/python-fire) | 17350 | 1066 | Python | 78 | Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object. | 2020-07-14T17:57:35Z |
| 35 | [black](https://github.com/psf/black) | 16861 | 1021 | Python | 317 | The uncompromising Python code formatter | 2020-07-22T00:29:40Z |
| 36 | [spaCy](https://github.com/explosion/spaCy) | 16857 | 3023 | Python | 191 | 💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython | 2020-07-22T21:09:11Z |
| 37 | [algo](https://github.com/wangzheng0822/algo) | 15895 | 5072 | Python | 112 | 数据结构和算法必知必会的50个代码实现 | 2020-07-05T07:33:53Z |
| 38 | [PayloadsAllTheThings](https://github.com/swisskyrepo/PayloadsAllTheThings) | 15711 | 5053 | Python | 8 | A list of useful payloads and bypass for Web Application Security and Pentest/CTF | 2020-07-21T17:49:15Z |
| 39 | [celery](https://github.com/celery/celery) | 15453 | 3742 | Python | 412 | Distributed Task Queue (development branch) | 2020-07-22T17:18:58Z |
| 40 | [reddit](https://github.com/reddit-archive/reddit) | 15425 | 2839 | Python | 304 | historical code from reddit.com | 2017-10-17T19:57:07Z |
| 41 | [magenta](https://github.com/magenta/magenta) | 15365 | 3144 | Python | 253 | Magenta: Music and Art Generation with Machine Intelligence | 2020-07-21T14:13:41Z |
| 42 | [TensorFlow-Course](https://github.com/machinelearningmindset/TensorFlow-Course) | 14646 | 2982 | Python | 0 | Simple and ready-to-use tutorials for TensorFlow  | 2020-07-06T13:28:34Z |
| 43 | [pyspider](https://github.com/binux/pyspider) | 14446 | 3509 | Python | 270 | A Powerful Spider(Web Crawler) System in Python. | 2020-07-17T13:22:35Z |
| 44 | [wechat_jump_game](https://github.com/wangshub/wechat_jump_game) | 13901 | 4583 | Python | 30 | 微信《跳一跳》Python 辅助 | 2020-01-28T22:11:05Z |
| 45 | [bitcoinbook](https://github.com/bitcoinbook/bitcoinbook) | 13785 | 3942 | Python | 47 | Mastering Bitcoin 2nd Edition - Programming the Open Blockchain | 2020-07-18T16:05:45Z |
| 46 | [luigi](https://github.com/spotify/luigi) | 13544 | 2149 | Python | 47 | 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.  | 2020-07-20T17:30:51Z |
| 47 | [spleeter](https://github.com/deezer/spleeter) | 13402 | 1287 | Python | 81 | Deezer source separation library including pretrained models. | 2020-07-17T14:04:18Z |
| 48 | [locust](https://github.com/locustio/locust) | 13364 | 1874 | Python | 40 | Scalable user load testing tool written in Python | 2020-07-20T18:41:23Z |
| 49 | [python-cheatsheet](https://github.com/gto76/python-cheatsheet) | 13339 | 2762 | Python | 10 | Comprehensive Python Cheatsheet | 2020-07-14T20:09:07Z |
| 50 | [CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries) | 13196 | 1917 | Python | 49 | The OWASP Cheat Sheet Series was created to provide a concise collection of high value information on specific application security topics. | 2020-07-21T16:49:43Z |
| 51 | [cascadia-code](https://github.com/microsoft/cascadia-code) | 12928 | 377 | 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. | 2020-07-16T20:11:49Z |
| 52 | [pytorch-CycleGAN-and-pix2pix](https://github.com/junyanz/pytorch-CycleGAN-and-pix2pix) | 12477 | 3705 | Python | 242 | Image-to-Image Translation in PyTorch | 2020-07-21T13:38:54Z |
| 53 | [gpt-2](https://github.com/openai/gpt-2) | 12469 | 3051 | Python | 104 | Code for the paper "Language Models are Unsupervised Multitask Learners" | 2020-07-19T04:55:15Z |
| 54 | [wttr.in](https://github.com/chubin/wttr.in) | 12354 | 632 | Python | 126 | :partly_sunny: The right way to check the weather | 2020-07-15T17:03:29Z |
| 55 | [wxpy](https://github.com/youfou/wxpy) | 12348 | 2156 | 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 |
| 56 | [zulip](https://github.com/zulip/zulip) | 12300 | 3867 | Python | 1583 | Zulip server - powerful open source team chat | 2020-07-23T01:04:09Z |
| 57 | [awesome-python-login-model](https://github.com/Kr1s77/awesome-python-login-model) | 11933 | 2586 | Python | 74 | 😮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 |
| 58 | [matplotlib](https://github.com/matplotlib/matplotlib) | 11899 | 5232 | Python | 1582 | matplotlib: plotting with Python | 2020-07-22T23:53:21Z |
| 59 | [zipline](https://github.com/quantopian/zipline) | 11545 | 3347 | Python | 305 | Zipline, a Pythonic Algorithmic Trading Library | 2020-07-23T02:22:22Z |
| 60 | [kivy](https://github.com/kivy/kivy) | 11484 | 2466 | Python | 775 | Open source UI framework written in Python, running on Windows, Linux, macOS, Android and iOS | 2020-07-21T19:06:19Z |
| 61 | [autojump](https://github.com/wting/autojump) | 11461 | 554 | Python | 167 | A cd command that learns - easily navigate directories from the command line | 2020-07-15T14:19:14Z |
| 62 | [neural-networks-and-deep-learning](https://github.com/mnielsen/neural-networks-and-deep-learning) | 11416 | 5367 | Python | 5 | Code samples for my book "Neural Networks and Deep Learning" | 2019-11-27T08:47:49Z |
| 63 | [labelImg](https://github.com/tzutalin/labelImg) | 11366 | 3797 | Python | 224 | 🖍️ LabelImg is a graphical image annotation tool and label object bounding boxes in images | 2020-07-17T15:26:28Z |
| 64 | [prophet](https://github.com/facebook/prophet) | 11171 | 3104 | Python | 144 | Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth. | 2020-07-15T18:45:32Z |
| 65 | [python-telegram-bot](https://github.com/python-telegram-bot/python-telegram-bot) | 11147 | 2363 | Python | 38 | We have made you a wrapper you can't refuse | 2020-07-19T15:47:31Z |
| 66 | [salt](https://github.com/saltstack/salt) | 11129 | 4896 | Python | 2246 | Software to automate the management and configuration of any infrastructure or application at scale. Get access to the Salt software package repository here:  | 2020-07-23T02:53:05Z |
| 67 | [requests-html](https://github.com/psf/requests-html) | 11045 | 716 | Python | 112 | Pythonic HTML Parsing for Humans™ | 2020-07-17T09:15:57Z |
| 68 | [gensim](https://github.com/RaRe-Technologies/gensim) | 10998 | 3785 | Python | 321 | Topic Modelling for Humans | 2020-07-23T01:17:29Z |
| 69 | [python-spider](https://github.com/Jack-Cherish/python-spider) | 10973 | 4383 | Python | 1 | :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 | 2020-07-22T16:57:59Z |
| 70 | [mmdetection](https://github.com/open-mmlab/mmdetection) | 10942 | 3677 | Python | 356 | OpenMMLab Detection Toolbox and Benchmark | 2020-07-23T00:03:03Z |
| 71 | [yapf](https://github.com/google/yapf) | 10856 | 731 | Python | 281 | A formatter for Python files | 2020-06-19T22:45:57Z |
| 72 | [Zappa](https://github.com/Miserlou/Zappa) | 10850 | 1185 | Python | 650 | Serverless Python | 2020-07-22T19:07:28Z |
| 73 | [magic-wormhole](https://github.com/warner/magic-wormhole) | 10834 | 416 | Python | 115 | get things from one computer to another, safely | 2020-05-22T04:13:30Z |
| 74 | [facenet](https://github.com/davidsandberg/facenet) | 10832 | 4371 | Python | 491 | Face recognition using Tensorflow | 2020-06-26T10:01:56Z |
| 75 | [wtfpython-cn](https://github.com/leisurelicht/wtfpython-cn) | 10530 | 1908 | 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 |
| 76 | [mkdocs](https://github.com/mkdocs/mkdocs) | 10440 | 1538 | Python | 143 | Project documentation with Markdown. | 2020-07-22T20:40:54Z |
| 77 | [FastPhotoStyle](https://github.com/NVIDIA/FastPhotoStyle) | 10304 | 1093 | Python | 51 | Style transfer, deep learning, feature transform | 2020-07-01T23:03:30Z |
| 78 | [proxy_pool](https://github.com/jhao104/proxy_pool) | 10242 | 2923 | Python | 208 | Python爬虫代理IP池(proxy pool) | 2020-07-21T09:27:05Z |
| 79 | [tensor2tensor](https://github.com/tensorflow/tensor2tensor) | 10222 | 2612 | Python | 524 | Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research. | 2020-07-21T19:42:01Z |
| 80 | [faker](https://github.com/joke2k/faker) | 10217 | 1199 | Python | 116 | Faker is a Python package that generates fake data for you. | 2020-07-22T16:35:18Z |
| 81 | [ChatterBot](https://github.com/gunthercox/ChatterBot) | 10137 | 3474 | Python | 231 | ChatterBot is a machine learning, conversational dialog engine for creating chat bots | 2020-07-07T14:39:36Z |
| 82 | [rich](https://github.com/willmcgugan/rich) | 10070 | 244 | Python | 8 | Rich is a Python library for rich text and beautiful formatting in the terminal. | 2020-07-23T00:52:38Z |
| 83 | [speedtest-cli](https://github.com/sivel/speedtest-cli) | 9863 | 1398 | Python | 44 | Command line interface for testing internet bandwidth using speedtest.net | 2020-07-21T07:45:12Z |
| 84 | [newspaper](https://github.com/codelucas/newspaper) | 9841 | 1633 | Python | 398 | News, full-text, and article metadata extraction in Python 3. Advanced docs: | 2020-07-13T01:16:15Z |
| 85 | [stylegan](https://github.com/NVlabs/stylegan) | 9811 | 2194 | Python | 8 | StyleGAN - Official TensorFlow Implementation | 2020-06-01T20:49:01Z |
| 86 | [stanford-tensorflow-tutorials](https://github.com/chiphuyen/stanford-tensorflow-tutorials) | 9625 | 4343 | Python | 86 | This repository contains code examples for the Stanford's course: TensorFlow for Deep Learning Research.  | 2020-06-03T21:06:55Z |
| 87 | [beets](https://github.com/beetbox/beets) | 9482 | 1592 | Python | 535 | music library manager and MusicBrainz tagger | 2020-07-23T00:15:14Z |
| 88 | [tflearn](https://github.com/tflearn/tflearn) | 9436 | 2419 | Python | 572 | Deep learning library featuring a higher-level API for TensorFlow. | 2020-05-10T04:28:07Z |
| 89 | [ungoogled-chromium](https://github.com/Eloston/ungoogled-chromium) | 9410 | 408 | Python | 114 | Google Chromium, sans integration with Google | 2020-07-17T03:13:50Z |
| 90 | [pyecharts](https://github.com/pyecharts/pyecharts) | 9395 | 2137 | Python | 13 | 🎨 Python Echarts Plotting Library | 2020-07-08T02:54:25Z |
| 91 | [rasa](https://github.com/RasaHQ/rasa) | 9319 | 2883 | Python | 384 | 💬 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 | 2020-07-22T21:02:21Z |
| 92 | [mailinabox](https://github.com/mail-in-a-box/mailinabox) | 9299 | 1001 | Python | 315 | 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. | 2020-07-21T23:29:06Z |
| 93 | [kitty](https://github.com/kovidgoyal/kitty) | 9294 | 450 | Python | 31 | A cross-platform, fast, feature full, GPU based terminal emulator | 2020-07-22T03:31:14Z |
| 94 | [Theano](https://github.com/Theano/Theano) | 9184 | 2514 | Python | 672 | 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 |
| 95 | [jax](https://github.com/google/jax) | 9148 | 742 | Python | 525 | Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more | 2020-07-23T02:39:53Z |
| 96 | [nltk](https://github.com/nltk/nltk) | 9083 | 2374 | Python | 233 | NLTK Source | 2020-07-21T04:17:56Z |
| 97 | [kubespray](https://github.com/kubernetes-sigs/kubespray) | 9072 | 3782 | Python | 206 | Deploy a Production Ready Kubernetes Cluster | 2020-07-22T16:26:07Z |
| 98 | [flair](https://github.com/flairNLP/flair) | 9050 | 1234 | Python | 134 | A very simple framework for state-of-the-art Natural Language Processing (NLP) | 2020-07-21T11:28:23Z |
| 99 | [wagtail](https://github.com/wagtail/wagtail) | 8988 | 1949 | Python | 844 | A Django content management system focused on flexibility and user experience | 2020-07-22T21:14:34Z |
| 100 | [sshuttle](https://github.com/apenwarr/sshuttle) | 8972 | 669 | Python | 22 | Wrong project!  You should head over to http://github.com/sshuttle/sshuttle | 2018-02-15T13:16:12Z |