[Github Ranking](../README.md)
==========

## Top 100 Stars in Python

| Ranking | Project Name | Stars | Forks | Language | Open Issues | Description | Last Commit |
| ------- | ------------ | ----- | ----- | -------- | ----------- | ----------- | ----------- |
| 1 | [Python-100-Days](https://github.com/jackfrued/Python-100-Days) | 101865 | 40846 | Python | 557 | Python - 100天从新手到大师 | 2021-04-22T01:56:42Z |
| 2 | [awesome-python](https://github.com/vinta/awesome-python) | 96121 | 18772 | Python | 150 | A curated list of awesome Python frameworks, libraries, software and resources | 2021-04-20T13:07:43Z |
| 3 | [youtube-dl](https://github.com/ytdl-org/youtube-dl) | 93763 | 4734 | Python | 4048 | Command-line program to download videos from YouTube.com and other video sites | 2021-04-21T15:25:51Z |
| 4 | [django](https://github.com/django/django) | 56943 | 24354 | Python | 165 | The Web framework for perfectionists with deadlines. | 2021-04-22T01:52:48Z |
| 5 | [keras](https://github.com/keras-team/keras) | 51051 | 18737 | Python | 3264 | Deep Learning for humans | 2021-04-21T22:45:45Z |
| 6 | [httpie](https://github.com/httpie/httpie) | 50540 | 3289 | Python | 144 | As easy as /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/httpie | 2021-04-15T07:35:50Z |
| 7 | [ansible](https://github.com/ansible/ansible) | 47819 | 20514 | Python | 1829 | 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. | 2021-04-22T00:45:57Z |
| 8 | [scikit-learn](https://github.com/scikit-learn/scikit-learn) | 45470 | 21360 | Python | 2345 | scikit-learn: machine learning in Python | 2021-04-22T00:20:01Z |
| 9 | [requests](https://github.com/psf/requests) | 45032 | 8242 | Python | 321 | A simple, yet elegant HTTP library. | 2021-04-16T20:35:39Z |
| 10 | [big-list-of-naughty-strings](https://github.com/minimaxir/big-list-of-naughty-strings) | 40281 | 1868 | Python | 75 | 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. | 2021-04-18T19:39:48Z |
| 11 | [HelloGitHub](https://github.com/521xueweihan/HelloGitHub) | 40280 | 6015 | Python | 22 | :octocat: 分享 GitHub 上有趣、入门级的开源项目（5 周年） | 2021-03-31T07:04:49Z |
| 12 | [face_recognition](https://github.com/ageitgey/face_recognition) | 39514 | 11097 | Python | 600 | The world's simplest facial recognition api for Python and the command line | 2021-03-20T02:37:00Z |
| 13 | [superset](https://github.com/apache/superset) | 38123 | 7219 | Python | 745 | Apache Superset is a Data Visualization and Data Exploration Platform | 2021-04-22T02:39:28Z |
| 14 | [faceswap](https://github.com/deepfakes/faceswap) | 34953 | 10754 | Python | 11 | Deepfakes Software For All | 2021-04-20T12:56:23Z |
| 15 | [shadowsocks](https://github.com/shadowsocks/shadowsocks) | 33003 | 19609 | Python | 447 | None | 2021-02-28T20:39:55Z |
| 16 | [interview_internal_reference](https://github.com/0voice/interview_internal_reference) | 31128 | 8505 | Python | 24 | 2021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。 | 2021-03-03T08:23:36Z |
| 17 | [XX-Net](https://github.com/XX-net/XX-Net) | 30643 | 7834 | Python | 7705 | A proxy tool to bypass GFW. | 2021-01-20T11:06:31Z |
| 18 | [CppCoreGuidelines](https://github.com/isocpp/CppCoreGuidelines) | 30537 | 4085 | Python | 181 | The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++ | 2021-04-21T19:46:21Z |
| 19 | [localstack](https://github.com/localstack/localstack) | 29755 | 2360 | Python | 275 | 💻  A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline! | 2021-04-22T01:22:05Z |
| 20 | [Deep-Learning-Papers-Reading-Roadmap](https://github.com/floodsung/Deep-Learning-Papers-Reading-Roadmap) | 29697 | 6520 | Python | 82 | Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech! | 2021-02-01T15:08:16Z |
| 21 | [pandas](https://github.com/pandas-dev/pandas) | 29415 | 12256 | Python | 3706 | Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more | 2021-04-22T02:30:13Z |
| 22 | [python-patterns](https://github.com/faif/python-patterns) | 28136 | 5823 | Python | 10 | A collection of design patterns/idioms in Python | 2021-01-25T22:10:37Z |
| 23 | [certbot](https://github.com/certbot/certbot) | 27915 | 3070 | Python | 587 | 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. | 2021-04-21T22:55:07Z |
| 24 | [sentry](https://github.com/getsentry/sentry) | 27833 | 3115 | Python | 304 | Sentry is cross-platform application monitoring, with a focus on error reporting. | 2021-04-22T02:45:59Z |
| 25 | [wtfpython](https://github.com/satwikkansal/wtfpython) | 26493 | 2203 | Python | 53 | What the f*ck Python? 😱 | 2021-04-09T11:28:51Z |
| 26 | [jieba](https://github.com/fxsjy/jieba) | 26052 | 6204 | Python | 604 | 结巴中文分词 | 2020-12-05T18:32:32Z |
| 27 | [rich](https://github.com/willmcgugan/rich) | 25378 | 754 | Python | 5 | Rich is a Python library for rich text and beautiful formatting in the terminal. | 2021-04-20T13:54:19Z |
| 28 | [cheat.sh](https://github.com/chubin/cheat.sh) | 24054 | 1225 | Python | 83 | the only cheat sheet you need | 2021-04-06T06:12:18Z |
| 29 | [PayloadsAllTheThings](https://github.com/swisskyrepo/PayloadsAllTheThings) | 23581 | 6965 | Python | 12 | A list of useful payloads and bypass for Web Application Security and Pentest/CTF | 2021-04-21T20:27:39Z |
| 30 | [YouCompleteMe](https://github.com/ycm-core/YouCompleteMe) | 22772 | 2645 | Python | 34 | A code-completion engine for Vim | 2021-04-21T21:09:51Z |
| 31 | [HanLP](https://github.com/hankcs/HanLP) | 22616 | 6049 | Python | 4 | 中文分词 词性标注 命名实体识别 依存句法分析 语义依存分析 新词发现 关键词短语提取 自动摘要 文本分类聚类 拼音简繁转换 自然语言处理 | 2021-04-17T15:28:35Z |
| 32 | [compose](https://github.com/docker/compose) | 22404 | 3739 | Python | 530 | Define and run multi-container applications with Docker | 2021-04-19T02:09:13Z |
| 33 | [interactive-coding-challenges](https://github.com/donnemartin/interactive-coding-challenges) | 22367 | 3586 | Python | 60 | 120+ interactive Python coding interview challenges (algorithms and data structures).  Includes Anki flashcards. | 2021-04-11T09:48:23Z |
| 34 | [python-cheatsheet](https://github.com/gto76/python-cheatsheet) | 22095 | 4047 | Python | 22 | Comprehensive Python Cheatsheet | 2021-04-16T17:22:31Z |
| 35 | [pipenv](https://github.com/pypa/pipenv) | 21781 | 1612 | Python | 521 |  Python Development Workflow for Humans. | 2021-04-20T19:09:04Z |
| 36 | [ItChat](https://github.com/littlecodersh/ItChat) | 21364 | 5028 | Python | 231 | A complete and graceful API for Wechat. 微信个人号接口、微信机器人及命令行微信，三十行即可自定义个人号机器人。 | 2021-03-31T05:56:33Z |
| 37 | [airflow](https://github.com/apache/airflow) | 21212 | 8362 | Python | 943 | Apache Airflow - A platform to programmatically author, schedule, and monitor workflows | 2021-04-22T00:03:21Z |
| 38 | [data-science-ipython-notebooks](https://github.com/donnemartin/data-science-ipython-notebooks) | 20992 | 6531 | Python | 20 | Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines. | 2021-02-18T10:51:00Z |
| 39 | [black](https://github.com/psf/black) | 20372 | 1315 | Python | 452 | The uncompromising Python code formatter | 2021-04-19T10:51:47Z |
| 40 | [pytorch-tutorial](https://github.com/yunjey/pytorch-tutorial) | 20308 | 6379 | Python | 78 | PyTorch Tutorial for Deep Learning Researchers | 2021-04-06T04:55:36Z |
| 41 | [sqlmap](https://github.com/sqlmapproject/sqlmap) | 19897 | 4261 | Python | 51 | Automatic SQL injection and database takeover tool | 2021-04-20T11:26:52Z |
| 42 | [Mask_RCNN](https://github.com/matterport/Mask_RCNN) | 19835 | 9567 | Python | 1663 | Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow | 2021-04-18T12:48:24Z |
| 43 | [ML-From-Scratch](https://github.com/eriklindernoren/ML-From-Scratch) | 19748 | 3821 | Python | 38 | 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. | 2021-03-23T07:52:00Z |
| 44 | [python-fire](https://github.com/google/python-fire) | 18973 | 1140 | Python | 99 | Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object. | 2021-04-12T14:51:17Z |
| 45 | [redash](https://github.com/getredash/redash) | 18604 | 3215 | Python | 612 | Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data. | 2021-04-21T20:01:58Z |
| 46 | [hosts](https://github.com/StevenBlack/hosts) | 17694 | 1571 | Python | 33 | 🔒 Consolidating and extending hosts files from several well-curated sources. Optionally pick extensions for porn, social media, and other categories. | 2021-04-20T03:49:12Z |
| 47 | [numpy](https://github.com/numpy/numpy) | 16911 | 5432 | Python | 2277 | The fundamental package for scientific computing with Python. | 2021-04-22T01:26:05Z |
| 48 | [magenta](https://github.com/magenta/magenta) | 16535 | 3409 | Python | 305 | Magenta: Music and Art Generation with Machine Intelligence | 2021-04-19T14:20:10Z |
| 49 | [spleeter](https://github.com/deezer/spleeter) | 16203 | 1683 | Python | 84 | Deezer source separation library including pretrained models. | 2021-04-21T09:27:54Z |
| 50 | [CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries) | 16042 | 2339 | Python | 21 | The OWASP Cheat Sheet Series was created to provide a concise collection of high value information on specific application security topics. | 2021-04-21T13:45:28Z |
| 51 | [bitcoinbook](https://github.com/bitcoinbook/bitcoinbook) | 15957 | 4382 | Python | 50 | Mastering Bitcoin 2nd Edition - Programming the Open Blockchain | 2021-04-16T06:32:40Z |
| 52 | [locust](https://github.com/locustio/locust) | 15891 | 2111 | Python | 36 | Scalable user load testing tool written in Python | 2021-04-21T19:49:14Z |
| 53 | [ray](https://github.com/ray-project/ray) | 15669 | 2563 | Python | 1537 | An open source framework that provides a simple, universal API for building distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library. | 2021-04-22T01:50:08Z |
| 54 | [professional-programming](https://github.com/charlax/professional-programming) | 15491 | 1392 | Python | 0 | A collection of full-stack resources for programmers. | 2021-04-11T21:30:31Z |
| 55 | [Paddle](https://github.com/PaddlePaddle/Paddle) | 14944 | 3680 | Python | 2565 | 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） | 2021-04-22T02:51:37Z |
| 56 | [Awesome-Linux-Software](https://github.com/luong-komorebi/Awesome-Linux-Software) | 14885 | 1571 | Python | 21 | A list of awesome applications, software, tools and other materials for Linux distros.  | 2021-04-14T04:06:27Z |
| 57 | [sanic](https://github.com/sanic-org/sanic) | 14876 | 1344 | Python | 42 | Async Python 3.7+ web server/framework \| Build fast. Run fast. | 2021-04-19T22:35:35Z |
| 58 | [pytorch-CycleGAN-and-pix2pix](https://github.com/junyanz/pytorch-CycleGAN-and-pix2pix) | 14790 | 4436 | Python | 352 | Image-to-Image Translation in PyTorch | 2021-04-13T14:21:32Z |
| 59 | [ipython](https://github.com/ipython/ipython) | 14771 | 4154 | Python | 1469 | Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc. | 2021-04-21T16:16:55Z |
| 60 | [mmdetection](https://github.com/open-mmlab/mmdetection) | 14526 | 5032 | Python | 279 | OpenMMLab Detection Toolbox and Benchmark | 2021-04-22T02:26:02Z |
| 61 | [python-telegram-bot](https://github.com/python-telegram-bot/python-telegram-bot) | 14473 | 3073 | Python | 32 | We have made you a wrapper you can't refuse | 2021-04-21T21:11:02Z |
| 62 | [PySnooper](https://github.com/cool-RR/PySnooper) | 14369 | 888 | Python | 18 | Never use print for debugging again | 2021-04-04T12:13:54Z |
| 63 | [dash](https://github.com/plotly/dash) | 14364 | 1461 | Python | 423 | Analytical Web Apps for Python, R, Julia, and Jupyter. No JavaScript Required. | 2021-04-08T22:31:58Z |
| 64 | [streamlit](https://github.com/streamlit/streamlit) | 14257 | 1221 | Python | 510 | Streamlit — The fastest way to build data apps in Python | 2021-04-22T00:25:32Z |
| 65 | [wttr.in](https://github.com/chubin/wttr.in) | 14234 | 698 | Python | 144 | :partly_sunny: The right way to check the weather | 2021-04-21T17:48:04Z |
| 66 | [labelImg](https://github.com/tzutalin/labelImg) | 13994 | 4502 | Python | 284 | 🖍️ LabelImg is a graphical image annotation tool and label object bounding boxes in images | 2021-04-19T06:01:09Z |
| 67 | [wechat_jump_game](https://github.com/wangshub/wechat_jump_game) | 13886 | 4528 | Python | 33 | 微信《跳一跳》Python 辅助 | 2021-03-18T20:24:22Z |
| 68 | [matplotlib](https://github.com/matplotlib/matplotlib) | 13514 | 5762 | Python | 1704 | matplotlib: plotting with Python | 2021-04-22T00:24:06Z |
| 69 | [zulip](https://github.com/zulip/zulip) | 13400 | 4471 | Python | 2077 | Zulip server and webapp - powerful open source team chat | 2021-04-21T22:36:20Z |
| 70 | [awesome-python-login-model](https://github.com/Kr1s77/awesome-python-login-model) | 13204 | 2913 | Python | 54 | 😮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 |
| 71 | [kivy](https://github.com/kivy/kivy) | 12956 | 2686 | Python | 819 | Open source UI framework written in Python, running on Windows, Linux, macOS, Android and iOS | 2021-04-21T22:03:32Z |
| 72 | [python-spider](https://github.com/Jack-Cherish/python-spider) | 12885 | 5038 | Python | 6 | :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 | 2021-03-31T18:54:00Z |
| 73 | [prophet](https://github.com/facebook/prophet) | 12577 | 3619 | Python | 56 | Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth. | 2021-04-21T01:10:06Z |
| 74 | [autojump](https://github.com/wting/autojump) | 12471 | 587 | Python | 180 | A cd command that learns - easily navigate directories from the command line | 2021-02-05T18:39:40Z |
| 75 | [neural-networks-and-deep-learning](https://github.com/mnielsen/neural-networks-and-deep-learning) | 12441 | 5717 | Python | 6 | Code samples for my book "Neural Networks and Deep Learning" | 2021-02-24T07:23:46Z |
| 76 | [jax](https://github.com/google/jax) | 12432 | 1119 | Python | 796 | Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more | 2021-04-21T23:23:30Z |
| 77 | [faker](https://github.com/joke2k/faker) | 12413 | 1406 | Python | 143 | Faker is a Python package that generates fake data for you. | 2021-04-19T17:02:26Z |
| 78 | [proxy_pool](https://github.com/jhao104/proxy_pool) | 12234 | 3432 | Python | 225 | Python爬虫代理IP池(proxy pool) | 2021-04-13T03:24:18Z |
| 79 | [jupyter](https://github.com/jupyter/jupyter) | 12094 | 3141 | Python | 181 | Jupyter metapackage for installation, docs and chat | 2021-04-02T00:35:10Z |
| 80 | [PaddleOCR](https://github.com/PaddlePaddle/PaddleOCR) | 12017 | 2381 | Python | 690 | Awesome multilingual OCR toolkits based on PaddlePaddle （practical ultra lightweight OCR system, support 80+ languages recognition, provide data annotation and synthesis tools, support training and deployment among server, mobile, embedded and IoT devices） | 2021-04-22T03:00:44Z |
| 81 | [mkdocs](https://github.com/mkdocs/mkdocs) | 12000 | 1730 | Python | 130 | Project documentation with Markdown. | 2021-04-21T19:52:51Z |
| 82 | [gensim](https://github.com/RaRe-Technologies/gensim) | 11973 | 3967 | Python | 366 | Topic Modelling for Humans | 2021-04-19T12:55:19Z |
| 83 | [fairseq](https://github.com/pytorch/fairseq) | 11885 | 3053 | Python | 804 | Facebook AI Research Sequence-to-Sequence Toolkit written in Python. | 2021-04-21T22:50:20Z |
| 84 | [requests-html](https://github.com/psf/requests-html) | 11813 | 805 | Python | 150 | Pythonic HTML Parsing for Humans™ | 2021-04-20T17:10:25Z |
| 85 | [facenet](https://github.com/davidsandberg/facenet) | 11714 | 4592 | Python | 516 | Face recognition using Tensorflow | 2021-02-02T22:30:22Z |
| 86 | [baselines](https://github.com/openai/baselines) | 11406 | 3969 | Python | 454 | OpenAI Baselines: high-quality implementations of reinforcement learning algorithms | 2021-02-21T12:16:56Z |
| 87 | [EasyOCR](https://github.com/JaidedAI/EasyOCR) | 11258 | 1231 | Python | 116 | Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc. | 2021-04-21T21:00:30Z |
| 88 | [material-theme](https://github.com/equinusocio/material-theme) | 11095 | 791 | Python | 3 | Material Theme, the most epic theme for Sublime Text 3 by Mattia Astorino | 2020-07-16T07:16:31Z |
| 89 | [mackup](https://github.com/lra/mackup) | 11082 | 826 | Python | 366 | Keep your application settings in sync (OS X/Linux) | 2021-04-22T00:59:50Z |
| 90 | [aiohttp](https://github.com/aio-libs/aiohttp) | 11078 | 1576 | Python | 364 | Asynchronous HTTP client/server framework for asyncio and Python | 2021-04-21T15:43:43Z |
| 91 | [stylegan](https://github.com/NVlabs/stylegan) | 11061 | 2573 | Python | 9 | StyleGAN - Official TensorFlow Implementation | 2021-02-01T10:01:15Z |
| 92 | [ChatterBot](https://github.com/gunthercox/ChatterBot) | 11055 | 3749 | Python | 254 | ChatterBot is a machine learning, conversational dialog engine for creating chat bots | 2021-04-20T11:14:35Z |
| 93 | [imgaug](https://github.com/aleju/imgaug) | 10993 | 2029 | Python | 233 | Image augmentation for machine learning experiments. | 2021-04-15T01:52:46Z |
| 94 | [newspaper](https://github.com/codelucas/newspaper) | 10927 | 1808 | Python | 435 | News, full-text, and article metadata extraction in Python 3. Advanced docs: | 2021-04-09T10:15:52Z |
| 95 | [aws-cli](https://github.com/aws/aws-cli) | 10920 | 2600 | Python | 699 | Universal Command Line Interface for Amazon Web Services | 2021-04-22T00:46:33Z |
| 96 | [saleor](https://github.com/mirumee/saleor) | 10899 | 3623 | Python | 197 | A modular, high performance, headless e-commerce platform built with Python, GraphQL, Django, and React. | 2021-04-21T16:04:23Z |
| 97 | [pyecharts](https://github.com/pyecharts/pyecharts) | 10849 | 2429 | Python | 34 | 🎨 Python Echarts Plotting Library | 2021-02-08T07:14:13Z |
| 98 | [walle-web](https://github.com/meolu/walle-web) | 10848 | 2631 | Python | 373 | walle - 瓦力 Devops开源项目代码部署平台 | 2021-03-28T15:52:54Z |
| 99 | [speedtest-cli](https://github.com/sivel/speedtest-cli) | 10821 | 1551 | Python | 47 | Command line interface for testing internet bandwidth using speedtest.net | 2021-04-09T20:25:42Z |
| 100 | [pytorch_geometric](https://github.com/rusty1s/pytorch_geometric) | 10796 | 1858 | Python | 764 | Geometric Deep Learning Extension Library for PyTorch | 2021-04-21T15:54:41Z |