[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) | 101370 | 40647 | Python | 555 | Python - 100天从新手到大师 | 2021-04-05T16:57:54Z |
| 2 | [awesome-python](https://github.com/vinta/awesome-python) | 95615 | 18684 | Python | 146 | A curated list of awesome Python frameworks, libraries, software and resources | 2021-04-01T19:28:50Z |
| 3 | [youtube-dl](https://github.com/ytdl-org/youtube-dl) | 92674 | 4563 | Python | 4007 | Command-line program to download videos from YouTube.com and other video sites | 2021-04-06T20:43:55Z |
| 4 | [models](https://github.com/tensorflow/models) | 69365 | 43915 | Python | 1139 | Models and examples built with TensorFlow | 2021-04-06T23:08:20Z |
| 5 | [django](https://github.com/django/django) | 56606 | 24238 | Python | 168 | The Web framework for perfectionists with deadlines. | 2021-04-07T02:58:57Z |
| 6 | [flask](https://github.com/pallets/flask) | 54408 | 14211 | Python | 23 | The Python micro framework for building web applications. | 2021-04-06T22:33:18Z |
| 7 | [keras](https://github.com/keras-team/keras) | 50977 | 18738 | Python | 3243 | Deep Learning for humans | 2021-04-06T19:34:30Z |
| 8 | [httpie](https://github.com/httpie/httpie) | 50369 | 3281 | Python | 143 | 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 | 2021-03-30T20:54:53Z |
| 9 | [ansible](https://github.com/ansible/ansible) | 47660 | 20449 | Python | 1850 | 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. | 2021-04-06T22:55:06Z |
| 10 | [scikit-learn](https://github.com/scikit-learn/scikit-learn) | 45124 | 21278 | Python | 2378 | scikit-learn: machine learning in Python | 2021-04-07T02:45:45Z |
| 11 | [requests](https://github.com/psf/requests) | 44910 | 8216 | Python | 320 | A simple, yet elegant HTTP library. | 2021-03-31T10:25:43Z |
| 12 | [big-list-of-naughty-strings](https://github.com/minimaxir/big-list-of-naughty-strings) | 40205 | 1862 | 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. | 2021-03-27T07:44:40Z |
| 13 | [HelloGitHub](https://github.com/521xueweihan/HelloGitHub) | 39695 | 5902 | Python | 13 | :octocat: 分享 GitHub 上有趣、入门级的开源项目（5 周年） | 2021-03-31T07:04:49Z |
| 14 | [face_recognition](https://github.com/ageitgey/face_recognition) | 39281 | 11045 | Python | 594 | The world's simplest facial recognition api for Python and the command line | 2021-03-20T02:37:00Z |
| 15 | [superset](https://github.com/apache/superset) | 36302 | 7104 | Python | 887 | Apache Superset is a Data Visualization and Data Exploration Platform | 2021-04-07T02:49:56Z |
| 16 | [faceswap](https://github.com/deepfakes/faceswap) | 34833 | 10729 | Python | 10 | Deepfakes Software For All | 2021-04-03T11:54:04Z |
| 17 | [shadowsocks](https://github.com/shadowsocks/shadowsocks) | 32982 | 19605 | Python | 447 | None | 2021-02-28T20:39:55Z |
| 18 | [interview_internal_reference](https://github.com/0voice/interview_internal_reference) | 30977 | 8477 | 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 |
| 19 | [XX-Net](https://github.com/XX-net/XX-Net) | 30627 | 7832 | Python | 7700 | A proxy tool to bypass GFW. | 2021-01-20T11:06:31Z |
| 20 | [CppCoreGuidelines](https://github.com/isocpp/CppCoreGuidelines) | 30386 | 4064 | Python | 176 | The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++ | 2021-04-06T13:47:06Z |
| 21 | [Deep-Learning-Papers-Reading-Roadmap](https://github.com/floodsung/Deep-Learning-Papers-Reading-Roadmap) | 29598 | 6503 | Python | 82 | Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech! | 2021-02-01T15:08:16Z |
| 22 | [localstack](https://github.com/localstack/localstack) | 29495 | 2339 | Python | 276 | 💻  A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline! | 2021-04-06T17:41:53Z |
| 23 | [AiLearning](https://github.com/apachecn/AiLearning) | 29362 | 9938 | Python | 33 | AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP | 2021-01-20T16:02:37Z |
| 24 | [pandas](https://github.com/pandas-dev/pandas) | 29251 | 12164 | Python | 3748 | Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more | 2021-04-07T00:20:33Z |
| 25 | [python-patterns](https://github.com/faif/python-patterns) | 28014 | 5799 | Python | 10 | A collection of design patterns/idioms in Python | 2021-01-25T22:10:37Z |
| 26 | [certbot](https://github.com/certbot/certbot) | 27874 | 3068 | Python | 580 | 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. | 2021-04-06T23:27:41Z |
| 27 | [sentry](https://github.com/getsentry/sentry) | 27707 | 3109 | Python | 308 | Sentry is cross-platform application monitoring, with a focus on error reporting. | 2021-04-07T02:59:21Z |
| 28 | [wtfpython](https://github.com/satwikkansal/wtfpython) | 26398 | 2208 | Python | 52 | What the f*ck Python? 😱 | 2021-03-20T09:52:36Z |
| 29 | [jieba](https://github.com/fxsjy/jieba) | 25917 | 6180 | Python | 601 | 结巴中文分词 | 2020-12-05T18:32:32Z |
| 30 | [rich](https://github.com/willmcgugan/rich) | 25130 | 747 | Python | 3 | Rich is a Python library for rich text and beautiful formatting in the terminal. | 2021-04-06T07:09:07Z |
| 31 | [cheat.sh](https://github.com/chubin/cheat.sh) | 23913 | 1219 | Python | 83 | the only cheat sheet you need | 2021-04-06T06:12:18Z |
| 32 | [PayloadsAllTheThings](https://github.com/swisskyrepo/PayloadsAllTheThings) | 23226 | 6844 | Python | 11 | A list of useful payloads and bypass for Web Application Security and Pentest/CTF | 2021-04-06T06:17:53Z |
| 33 | [YouCompleteMe](https://github.com/ycm-core/YouCompleteMe) | 22716 | 2631 | Python | 36 | A code-completion engine for Vim | 2021-04-06T20:25:26Z |
| 34 | [linux-insides](https://github.com/0xAX/linux-insides) | 22560 | 2589 | Python | 42 | A little bit about a linux kernel | 2021-03-20T16:32:02Z |
| 35 | [HanLP](https://github.com/hankcs/HanLP) | 22457 | 6015 | 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 | 2021-03-28T15:49:20Z |
| 36 | [compose](https://github.com/docker/compose) | 22286 | 3716 | Python | 511 | Define and run multi-container applications with Docker | 2021-04-06T21:41:57Z |
| 37 | [interactive-coding-challenges](https://github.com/donnemartin/interactive-coding-challenges) | 22220 | 3561 | Python | 58 | 120+ interactive Python coding interview challenges (algorithms and data structures).  Includes Anki flashcards. | 2020-12-11T15:29:16Z |
| 38 | [d2l-zh](https://github.com/d2l-ai/d2l-zh) | 21991 | 5479 | Python | 9 | 《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被全球175所大学采用教学。 | 2021-04-06T09:48:54Z |
| 39 | [python-cheatsheet](https://github.com/gto76/python-cheatsheet) | 21970 | 4020 | Python | 23 | Comprehensive Python Cheatsheet | 2021-04-04T09:56:43Z |
| 40 | [pipenv](https://github.com/pypa/pipenv) | 21721 | 1609 | Python | 514 |  Python Development Workflow for Humans. | 2021-04-07T00:35:06Z |
| 41 | [ItChat](https://github.com/littlecodersh/ItChat) | 21333 | 5016 | 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 |
| 42 | [airflow](https://github.com/apache/airflow) | 21051 | 8284 | Python | 944 | Apache Airflow - A platform to programmatically author, schedule, and monitor workflows | 2021-04-07T02:27:30Z |
| 43 | [data-science-ipython-notebooks](https://github.com/donnemartin/data-science-ipython-notebooks) | 20914 | 6519 | 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 |
| 44 | [black](https://github.com/psf/black) | 20176 | 1303 | Python | 440 | The uncompromising Python code formatter | 2021-04-06T22:44:11Z |
| 45 | [pytorch-tutorial](https://github.com/yunjey/pytorch-tutorial) | 20136 | 6350 | Python | 78 | PyTorch Tutorial for Deep Learning Researchers | 2021-04-06T04:55:36Z |
| 46 | [sqlmap](https://github.com/sqlmapproject/sqlmap) | 19781 | 4238 | Python | 48 | Automatic SQL injection and database takeover tool | 2021-04-06T18:01:45Z |
| 47 | [Mask_RCNN](https://github.com/matterport/Mask_RCNN) | 19738 | 9500 | Python | 1653 | Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow | 2021-04-04T20:32:15Z |
| 48 | [ML-From-Scratch](https://github.com/eriklindernoren/ML-From-Scratch) | 19695 | 3800 | 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 |
| 49 | [algorithms](https://github.com/keon/algorithms) | 18972 | 3901 | Python | 159 | Minimal examples of data structures and algorithms in Python | 2021-04-04T05:59:33Z |
| 50 | [python-fire](https://github.com/google/python-fire) | 18901 | 1138 | Python | 99 | Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object. | 2021-04-01T15:28:56Z |
| 51 | [redash](https://github.com/getredash/redash) | 18519 | 3185 | Python | 610 | Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data. | 2021-04-06T14:22:13Z |
| 52 | [NLP-progress](https://github.com/sebastianruder/NLP-progress) | 18252 | 3093 | 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. | 2021-03-23T21:00:13Z |
| 53 | [glances](https://github.com/nicolargo/glances) | 18129 | 1180 | Python | 200 | Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems. | 2021-04-03T16:00:31Z |
| 54 | [macOS-Security-and-Privacy-Guide](https://github.com/drduh/macOS-Security-and-Privacy-Guide) | 17870 | 1273 | Python | 7 | Guide to securing and improving privacy on macOS | 2020-11-11T19:58:48Z |
| 55 | [hosts](https://github.com/StevenBlack/hosts) | 17612 | 1563 | Python | 37 | 🔒 Consolidating and extending hosts files from several well-curated sources. Optionally pick extensions for porn, social media, and other categories. | 2021-04-05T01:14:53Z |
| 56 | [numpy](https://github.com/numpy/numpy) | 16761 | 5382 | Python | 2272 | The fundamental package for scientific computing with Python. | 2021-04-07T02:51:59Z |
| 57 | [magenta](https://github.com/magenta/magenta) | 16476 | 3399 | Python | 302 | Magenta: Music and Art Generation with Machine Intelligence | 2021-03-30T17:25:43Z |
| 58 | [spleeter](https://github.com/deezer/spleeter) | 16012 | 1656 | Python | 83 | Deezer source separation library including pretrained models. | 2021-04-02T14:21:24Z |
| 59 | [CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries) | 15886 | 2315 | Python | 29 | The OWASP Cheat Sheet Series was created to provide a concise collection of high value information on specific application security topics. | 2021-04-07T00:03:03Z |
| 60 | [bitcoinbook](https://github.com/bitcoinbook/bitcoinbook) | 15821 | 4354 | Python | 60 | Mastering Bitcoin 2nd Edition - Programming the Open Blockchain | 2021-04-04T20:43:40Z |
| 61 | [locust](https://github.com/locustio/locust) | 15772 | 2099 | Python | 54 | Scalable user load testing tool written in Python | 2021-04-04T08:31:17Z |
| 62 | [ray](https://github.com/ray-project/ray) | 15491 | 2521 | Python | 1469 | 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. | 2021-04-07T00:23:32Z |
| 63 | [professional-programming](https://github.com/charlax/professional-programming) | 15450 | 1387 | Python | 0 | A collection of full-stack resources for programmers. | 2021-04-06T13:03:29Z |
| 64 | [sanic](https://github.com/sanic-org/sanic) | 14786 | 1334 | Python | 41 | Async Python 3.7+ web server/framework \| Build fast. Run fast. | 2021-04-06T20:32:01Z |
| 65 | [Awesome-Linux-Software](https://github.com/luong-komorebi/Awesome-Linux-Software) | 14780 | 1559 | Python | 22 | A list of awesome applications, software, tools and other materials for Linux distros.  | 2021-03-15T22:42:36Z |
| 66 | [Paddle](https://github.com/PaddlePaddle/Paddle) | 14767 | 3651 | Python | 2500 | 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） | 2021-04-07T02:51:39Z |
| 67 | [ipython](https://github.com/ipython/ipython) | 14746 | 4149 | Python | 1483 | Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc. | 2021-04-06T23:45:35Z |
| 68 | [pytorch-CycleGAN-and-pix2pix](https://github.com/junyanz/pytorch-CycleGAN-and-pix2pix) | 14655 | 4408 | Python | 348 | Image-to-Image Translation in PyTorch | 2021-04-06T18:18:59Z |
| 69 | [PySnooper](https://github.com/cool-RR/PySnooper) | 14352 | 888 | Python | 18 | Never use print for debugging again | 2021-04-04T12:13:54Z |
| 70 | [python-telegram-bot](https://github.com/python-telegram-bot/python-telegram-bot) | 14319 | 3030 | Python | 26 | We have made you a wrapper you can't refuse | 2021-04-06T20:56:21Z |
| 71 | [mmdetection](https://github.com/open-mmlab/mmdetection) | 14278 | 4922 | Python | 358 | OpenMMLab Detection Toolbox and Benchmark | 2021-04-07T02:05:03Z |
| 72 | [dash](https://github.com/plotly/dash) | 14259 | 1450 | Python | 417 | Analytical Web Apps for Python, R, Julia, and Jupyter. No JavaScript Required. | 2021-04-02T13:48:58Z |
| 73 | [wttr.in](https://github.com/chubin/wttr.in) | 14118 | 694 | Python | 142 | :partly_sunny: The right way to check the weather | 2021-04-05T16:25:21Z |
| 74 | [streamlit](https://github.com/streamlit/streamlit) | 14052 | 1199 | Python | 496 | Streamlit — The fastest way to build data apps in Python | 2021-04-07T01:57:34Z |
| 75 | [wechat_jump_game](https://github.com/wangshub/wechat_jump_game) | 13887 | 4533 | Python | 33 | 微信《跳一跳》Python 辅助 | 2021-03-18T20:24:22Z |
| 76 | [labelImg](https://github.com/tzutalin/labelImg) | 13830 | 4463 | Python | 284 | 🖍️ LabelImg is a graphical image annotation tool and label object bounding boxes in images | 2021-04-06T23:38:48Z |
| 77 | [zipline](https://github.com/quantopian/zipline) | 13679 | 3963 | Python | 340 | Zipline, a Pythonic Algorithmic Trading Library | 2021-02-14T16:26:07Z |
| 78 | [matplotlib](https://github.com/matplotlib/matplotlib) | 13417 | 5748 | Python | 1699 | matplotlib: plotting with Python | 2021-04-07T00:56:28Z |
| 79 | [zulip](https://github.com/zulip/zulip) | 13318 | 4438 | Python | 2078 | Zulip server and webapp - powerful open source team chat | 2021-04-07T02:58:29Z |
| 80 | [avatarify-python](https://github.com/alievk/avatarify-python) | 13214 | 1886 | Python | 121 | Avatars for Zoom, Skype and other video-conferencing apps. | 2021-04-03T16:07:37Z |
| 81 | [awesome-python-login-model](https://github.com/Kr1s77/awesome-python-login-model) | 13134 | 2904 | Python | 53 | 😮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 |
| 82 | [kivy](https://github.com/kivy/kivy) | 12884 | 2678 | Python | 822 | Open source UI framework written in Python, running on Windows, Linux, macOS, Android and iOS | 2021-04-07T00:05:54Z |
| 83 | [fabric](https://github.com/fabric/fabric) | 12806 | 1823 | Python | 420 | Simple, Pythonic remote execution and deployment. | 2021-03-31T18:56:18Z |
| 84 | [python-spider](https://github.com/Jack-Cherish/python-spider) | 12785 | 5006 | Python | 4 | :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 |
| 85 | [prophet](https://github.com/facebook/prophet) | 12492 | 3583 | Python | 50 | Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth. | 2021-04-03T22:03:29Z |
| 86 | [autojump](https://github.com/wting/autojump) | 12414 | 585 | Python | 180 | A cd command that learns - easily navigate directories from the command line | 2021-02-05T18:39:40Z |
| 87 | [neural-networks-and-deep-learning](https://github.com/mnielsen/neural-networks-and-deep-learning) | 12395 | 5701 | Python | 6 | Code samples for my book "Neural Networks and Deep Learning" | 2021-02-24T07:23:46Z |
| 88 | [faker](https://github.com/joke2k/faker) | 12361 | 1401 | Python | 142 | Faker is a Python package that generates fake data for you. | 2021-04-05T18:18:00Z |
| 89 | [jax](https://github.com/google/jax) | 12265 | 1091 | Python | 780 | Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more | 2021-04-07T02:34:52Z |
| 90 | [proxy_pool](https://github.com/jhao104/proxy_pool) | 12120 | 3403 | Python | 241 | Python爬虫代理IP池(proxy pool) | 2021-04-06T09:31:13Z |
| 91 | [magic-wormhole](https://github.com/magic-wormhole/magic-wormhole) | 12080 | 442 | Python | 122 | get things from one computer to another, safely | 2021-03-13T19:46:08Z |
| 92 | [jupyter](https://github.com/jupyter/jupyter) | 12008 | 3123 | Python | 181 | Jupyter metapackage for installation, docs and chat | 2021-04-02T00:35:10Z |
| 93 | [mkdocs](https://github.com/mkdocs/mkdocs) | 11912 | 1712 | Python | 140 | Project documentation with Markdown. | 2021-04-06T20:26:59Z |
| 94 | [gensim](https://github.com/RaRe-Technologies/gensim) | 11910 | 3955 | Python | 361 | Topic Modelling for Humans | 2021-04-06T13:32:55Z |
| 95 | [requests-html](https://github.com/psf/requests-html) | 11762 | 798 | Python | 147 | Pythonic HTML Parsing for Humans™ | 2021-03-29T16:45:25Z |
| 96 | [fairseq](https://github.com/pytorch/fairseq) | 11722 | 3014 | Python | 772 | Facebook AI Research Sequence-to-Sequence Toolkit written in Python. | 2021-04-04T13:02:33Z |
| 97 | [facenet](https://github.com/davidsandberg/facenet) | 11678 | 4582 | Python | 514 | Face recognition using Tensorflow | 2021-02-02T22:30:22Z |
| 98 | [yapf](https://github.com/google/yapf) | 11614 | 788 | Python | 309 | A formatter for Python files | 2021-03-12T21:42:56Z |
| 99 | [PaddleOCR](https://github.com/PaddlePaddle/PaddleOCR) | 11506 | 2295 | Python | 646 | Awesome multilingual OCR toolkits based on PaddlePaddle （practical ultra lightweight OCR system, provide data annotation and synthesis tools, support training and deployment among server, mobile, embedded and IoT devices） | 2021-04-07T01:51:07Z |
| 100 | [baselines](https://github.com/openai/baselines) | 11346 | 3952 | Python | 454 | OpenAI Baselines: high-quality implementations of reinforcement learning algorithms | 2021-02-21T12:16:56Z |