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 | [models](https://github.com/tensorflow/models) | 73732 | 45844 | Python | 1164 | Models and examples built with TensorFlow | 2022-05-31T17:05:43Z |
| 2 | [flask](https://github.com/pallets/flask) | 59133 | 15108 | Python | 14 | The Python micro framework for building web applications. | 2022-05-31T16:10:36Z |
| 3 | [keras](https://github.com/keras-team/keras) | 55313 | 19095 | Python | 245 | Deep Learning for humans | 2022-06-01T02:14:51Z |
| 4 | [scikit-learn](https://github.com/scikit-learn/scikit-learn) | 50273 | 23060 | Python | 1567 | scikit-learn: machine learning in Python | 2022-06-01T02:38:16Z |
| 5 | [big-list-of-naughty-strings](https://github.com/minimaxir/big-list-of-naughty-strings) | 42421 | 2029 | Python | 55 | 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. | 2022-05-10T18:59:45Z |
| 6 | [faceswap](https://github.com/deepfakes/faceswap) | 41226 | 11703 | Python | 18 | Deepfakes Software For All | 2022-05-29T17:16:22Z |
| 7 | [rich](https://github.com/Textualize/rich) | 37812 | 1251 | Python | 48 | Rich is a Python library for rich text and beautiful formatting in the terminal. | 2022-05-30T13:40:17Z |
| 8 | [CppCoreGuidelines](https://github.com/isocpp/CppCoreGuidelines) | 34150 | 4654 | Python | 190 | The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++ | 2022-05-19T21:05:04Z |
| 9 | [ailearning](https://github.com/apachecn/ailearning) | 33379 | 10863 | Python | 2 | AiLearning：数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2 | 2022-04-24T01:59:53Z |
| 10 | [shadowsocks](https://github.com/shadowsocks/shadowsocks) | 33197 | 19331 | Python | 0 | None | 2022-05-04T07:08:07Z |
| 11 | [d2l-zh](https://github.com/d2l-ai/d2l-zh) | 32796 | 7663 | Python | 0 | 《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被55个国家的300所大学用于教学。 | 2022-06-01T02:41:33Z |
| 12 | [Deep-Learning-Papers-Reading-Roadmap](https://github.com/floodsung/Deep-Learning-Papers-Reading-Roadmap) | 32523 | 6935 | Python | 44 | Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech! | 2022-02-07T08:21:30Z |
| 13 | [python-patterns](https://github.com/faif/python-patterns) | 32496 | 6355 | Python | 11 | A collection of design patterns/idioms in Python | 2022-05-31T17:30:55Z |
| 14 | [python-cheatsheet](https://github.com/gto76/python-cheatsheet) | 29179 | 5327 | Python | 9 | Comprehensive Python Cheatsheet | 2022-05-31T01:47:03Z |
| 15 | [jieba](https://github.com/fxsjy/jieba) | 28655 | 6566 | Python | 591 | 结巴中文分词 | 2022-04-07T12:41:40Z |
| 16 | [black](https://github.com/psf/black) | 27533 | 1754 | Python | 318 | The uncompromising Python code formatter | 2022-05-30T06:04:21Z |
| 17 | [linux-insides](https://github.com/0xAX/linux-insides) | 26304 | 2977 | Python | 41 | A little bit about a linux kernel | 2022-05-24T05:24:51Z |
| 18 | [yt-dlp](https://github.com/yt-dlp/yt-dlp) | 26201 | 2005 | Python | 538 | A youtube-dl fork with additional features and fixes | 2022-05-31T21:19:08Z |
| 19 | [django-rest-framework](https://github.com/encode/django-rest-framework) | 23458 | 6169 | Python | 126 | Web APIs for Django. 🎸 | 2022-05-31T15:36:30Z |
| 20 | [data-science-ipython-notebooks](https://github.com/donnemartin/data-science-ipython-notebooks) | 23152 | 7166 | Python | 10 | 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. | 2022-04-03T07:14:56Z |
| 21 | [pipenv](https://github.com/pypa/pipenv) | 22986 | 1746 | Python | 424 |  Python Development Workflow for Humans. | 2022-05-30T16:37:13Z |
| 22 | [PaddleOCR](https://github.com/PaddlePaddle/PaddleOCR) | 22363 | 4559 | Python | 1061 | 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) | 2022-05-31T12:22:00Z |
| 23 | [Mask_RCNN](https://github.com/matterport/Mask_RCNN) | 21760 | 10865 | Python | 1754 | Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow | 2022-05-21T19:17:48Z |
| 24 | [algorithms](https://github.com/keon/algorithms) | 20879 | 4296 | Python | 60 | Minimal examples of data structures and algorithms in Python | 2022-05-23T03:30:19Z |
| 25 | [glances](https://github.com/nicolargo/glances) | 20561 | 1298 | Python | 224 | Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems. | 2022-05-29T11:05:04Z |
| 26 | [NLP-progress](https://github.com/sebastianruder/NLP-progress) | 20425 | 3455 | Python | 30 | 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. | 2022-05-16T01:46:03Z |
| 27 | [mmdetection](https://github.com/open-mmlab/mmdetection) | 19885 | 7295 | Python | 490 | OpenMMLab Detection Toolbox and Benchmark | 2022-05-31T17:00:40Z |
| 28 | [spleeter](https://github.com/deezer/spleeter) | 19630 | 2171 | Python | 140 | Deezer source separation library including pretrained models. | 2022-05-26T21:12:00Z |
| 29 | [streamlit](https://github.com/streamlit/streamlit) | 19394 | 1738 | Python | 566 | Streamlit — The fastest way to build data apps in Python | 2022-06-01T02:16:24Z |
| 30 | [macOS-Security-and-Privacy-Guide](https://github.com/drduh/macOS-Security-and-Privacy-Guide) | 19176 | 1378 | Python | 12 | Guide to securing and improving privacy on macOS | 2022-05-01T19:44:53Z |
| 31 | [copilot-docs](https://github.com/github/copilot-docs) | 19176 | 2098 | Python | 0 | Documentation for GitHub Copilot | 2022-05-09T04:13:29Z |
| 32 | [wttr.in](https://github.com/chubin/wttr.in) | 18530 | 874 | Python | 186 | :partly_sunny: The right way to check the weather | 2022-05-16T00:09:38Z |
| 33 | [jax](https://github.com/google/jax) | 17610 | 1638 | Python | 906 | Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more | 2022-06-01T02:42:36Z |
| 34 | [magenta](https://github.com/magenta/magenta) | 17634 | 3618 | Python | 305 | Magenta: Music and Art Generation with Machine Intelligence | 2022-05-02T01:13:38Z |
| 35 | [Awesome-Linux-Software](https://github.com/luong-komorebi/Awesome-Linux-Software) | 17493 | 1776 | Python | 14 | A list of awesome applications, software, tools and other materials for Linux distros.  | 2022-05-31T20:52:22Z |
| 36 | [fairseq](https://github.com/facebookresearch/fairseq) | 17104 | 4497 | Python | 546 | Facebook AI Research Sequence-to-Sequence Toolkit written in Python. | 2022-05-31T18:22:41Z |
| 37 | [luigi](https://github.com/spotify/luigi) | 15726 | 2335 | Python | 66 | 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.  | 2022-05-30T11:40:58Z |
| 38 | [pyspider](https://github.com/binux/pyspider) | 15437 | 3646 | Python | 270 | A Powerful Spider(Web Crawler) System in Python. | 2022-05-30T08:00:06Z |
| 39 | [PythonRobotics](https://github.com/AtsushiSakai/PythonRobotics) | 15415 | 5007 | Python | 11 | Python sample codes for robotics algorithms. | 2022-05-30T22:27:13Z |
| 40 | [gpt-2](https://github.com/openai/gpt-2) | 15404 | 3936 | Python | 104 | Code for the paper "Language Models are Unsupervised Multitask Learners" | 2021-12-13T18:55:51Z |
| 41 | [zipline](https://github.com/quantopian/zipline) | 15171 | 4406 | Python | 319 | Zipline, a Pythonic Algorithmic Trading Library | 2022-01-20T12:10:43Z |
| 42 | [python-spider](https://github.com/Jack-Cherish/python-spider) | 14907 | 5556 | Python | 7 | :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 | 2022-05-24T10:23:20Z |
| 43 | [avatarify-python](https://github.com/alievk/avatarify-python) | 14825 | 2246 | Python | 114 | Avatars for Zoom, Skype and other video-conferencing apps. | 2021-10-12T23:05:56Z |
| 44 | [pytorch_geometric](https://github.com/pyg-team/pytorch_geometric) | 14739 | 2633 | Python | 907 | Graph Neural Network Library for PyTorch | 2022-05-30T09:03:38Z |
| 45 | [magic-wormhole](https://github.com/magic-wormhole/magic-wormhole) | 14610 | 533 | Python | 132 | get things from one computer to another, safely | 2022-04-01T04:17:57Z |
| 46 | [prophet](https://github.com/facebook/prophet) | 14504 | 4201 | Python | 212 | Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth. | 2022-05-27T04:01:47Z |
| 47 | [ddia](https://github.com/Vonng/ddia) | 14437 | 3152 | Python | 0 | 《Designing Data-Intensive Application》DDIA中文翻译 | 2022-05-27T01:25:41Z |
| 48 | [awesome-python-login-model](https://github.com/Kr1s77/awesome-python-login-model) | 14321 | 3121 | 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🌟 | 2022-02-17T02:29:52Z |
| 49 | [mkdocs](https://github.com/mkdocs/mkdocs) | 14267 | 2014 | Python | 118 | Project documentation with Markdown. | 2022-05-23T07:47:45Z |
| 50 | [rasa](https://github.com/RasaHQ/rasa) | 14064 | 4003 | Python | 841 | 💬   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 | 2022-05-31T14:44:53Z |
| 51 | [modern-cpp-features](https://github.com/AnthonyCalandra/modern-cpp-features) | 14066 | 1615 | Python | 6 | A cheatsheet of modern C++ language and library features. | 2022-03-19T16:10:40Z |
| 52 | [autojump](https://github.com/wting/autojump) | 13794 | 646 | Python | 147 | A cd command that learns - easily navigate directories from the command line | 2022-04-09T13:40:54Z |
| 53 | [d2l-en](https://github.com/d2l-ai/d2l-en) | 13533 | 3121 | Python | 57 | Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 300 universities from 55 countries including Stanford, MIT, Harvard, and Cambridge. | 2022-05-25T23:57:17Z |
| 54 | [fabric](https://github.com/fabric/fabric) | 13430 | 1886 | Python | 395 | Simple, Pythonic remote execution and deployment. | 2022-05-17T04:34:06Z |
| 55 | [Shadowrocket-ADBlock-Rules](https://github.com/h2y/Shadowrocket-ADBlock-Rules) | 13315 | 2218 | Python | 69 | 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。 | 2021-04-12T16:11:40Z |
| 56 | [wxpy](https://github.com/youfou/wxpy) | 13258 | 2355 | Python | 295 | 微信机器人 / 可能是最优雅的微信个人号 API ✨✨ | 2019-07-14T17:59:47Z |
| 57 | [twint](https://github.com/twintproject/twint) | 13242 | 2237 | Python | 520 | An advanced Twitter scraping & OSINT tool written in Python that doesn't use Twitter's API, allowing you to scrape a user's followers, following, Tweets and more while evading most API limitations. | 2022-05-19T19:33:04Z |
| 58 | [gensim](https://github.com/RaRe-Technologies/gensim) | 13224 | 4220 | Python | 349 | Topic Modelling for Humans | 2022-05-06T00:53:28Z |
| 59 | [baselines](https://github.com/openai/baselines) | 12651 | 4332 | Python | 395 | OpenAI Baselines: high-quality implementations of reinforcement learning algorithms | 2021-12-03T07:10:56Z |
| 60 | [imgaug](https://github.com/aleju/imgaug) | 12654 | 2300 | Python | 268 | Image augmentation for machine learning experiments. | 2022-04-19T16:23:54Z |