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 | [keras](https://github.com/keras-team/keras) | 57323 | 19293 | Python | 277 | Deep Learning for humans | 2023-02-18T01:07:44Z |
| 2 | [scikit-learn](https://github.com/scikit-learn/scikit-learn) | 52964 | 23955 | Python | 1556 | scikit-learn: machine learning in Python | 2023-02-17T22:22:50Z |
| 3 | [faceswap](https://github.com/deepfakes/faceswap) | 43562 | 12103 | Python | 13 | Deepfakes Software For All | 2023-02-16T19:19:12Z |
| 4 | [rich](https://github.com/Textualize/rich) | 42090 | 1496 | Python | 79 | Rich is a Python library for rich text and beautiful formatting in the terminal. | 2023-02-15T21:56:40Z |
| 5 | [CppCoreGuidelines](https://github.com/isocpp/CppCoreGuidelines) | 37075 | 4993 | Python | 201 | The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++ | 2023-02-17T16:31:31Z |
| 6 | [python-patterns](https://github.com/faif/python-patterns) | 36603 | 6719 | Python | 9 | A collection of design patterns/idioms in Python | 2023-01-27T22:41:14Z |
| 7 | [Deep-Learning-Papers-Reading-Roadmap](https://github.com/floodsung/Deep-Learning-Papers-Reading-Roadmap) | 34746 | 7197 | Python | 48 | Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech! | 2022-11-27T13:18:32Z |
| 8 | [interview_internal_reference](https://github.com/0voice/interview_internal_reference) | 34481 | 9229 | Python | 27 | 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。 | 2021-08-25T13:19:16Z |
| 9 | [shadowsocks](https://github.com/shadowsocks/shadowsocks) | 33292 | 19140 | Python | 0 | None | 2022-11-27T06:10:06Z |
| 10 | [python-cheatsheet](https://github.com/gto76/python-cheatsheet) | 31714 | 5759 | Python | 7 | Comprehensive Python Cheatsheet | 2023-02-14T17:10:21Z |
| 11 | [black](https://github.com/psf/black) | 31379 | 2026 | Python | 349 | The uncompromising Python code formatter | 2023-02-16T00:28:00Z |
| 12 | [jieba](https://github.com/fxsjy/jieba) | 29967 | 6626 | Python | 602 | 结巴中文分词 | 2022-07-17T00:34:33Z |
| 13 | [PaddleOCR](https://github.com/PaddlePaddle/PaddleOCR) | 28217 | 5815 | Python | 1217 | 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) | 2023-02-17T09:29:22Z |
| 14 | [interactive-coding-challenges](https://github.com/donnemartin/interactive-coding-challenges) | 26903 | 4306 | Python | 33 | 120+ interactive Python coding interview challenges (algorithms and data structures).  Includes Anki flashcards. | 2022-10-02T09:13:36Z |
| 15 | [pytorch-tutorial](https://github.com/yunjey/pytorch-tutorial) | 25653 | 7582 | Python | 64 | PyTorch Tutorial for Deep Learning Researchers | 2022-11-28T12:57:40Z |
| 16 | [data-science-ipython-notebooks](https://github.com/donnemartin/data-science-ipython-notebooks) | 24656 | 7483 | Python | 12 | 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. | 2023-02-11T17:30:14Z |
| 17 | [pipenv](https://github.com/pypa/pipenv) | 23630 | 1818 | Python | 230 |  Python Development Workflow for Humans. | 2023-02-17T23:48:32Z |
| 18 | [mmdetection](https://github.com/open-mmlab/mmdetection) | 22983 | 8350 | Python | 514 | OpenMMLab Detection Toolbox and Benchmark | 2023-02-18T01:53:26Z |
| 19 | [professional-programming](https://github.com/charlax/professional-programming) | 22829 | 1992 | Python | 0 | A collection of learning resources for curious software engineers | 2023-02-06T18:24:44Z |
| 20 | [streamlit](https://github.com/streamlit/streamlit) | 22703 | 2021 | Python | 577 | Streamlit — The fastest way to build data apps in Python | 2023-02-18T01:32:28Z |
| 21 | [Mask_RCNN](https://github.com/matterport/Mask_RCNN) | 22671 | 11245 | Python | 1813 | Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow | 2022-12-28T13:15:48Z |
| 22 | [ML-From-Scratch](https://github.com/eriklindernoren/ML-From-Scratch) | 21932 | 4317 | Python | 30 | 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. | 2022-10-26T05:13:56Z |
| 23 | [jax](https://github.com/google/jax) | 21925 | 2059 | Python | 1030 | Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more | 2023-02-18T01:53:19Z |
| 24 | [spleeter](https://github.com/deezer/spleeter) | 21666 | 2374 | Python | 167 | Deezer source separation library including pretrained models. | 2023-02-18T01:45:29Z |
| 25 | [fairseq](https://github.com/facebookresearch/fairseq) | 20922 | 5230 | Python | 795 | Facebook AI Research Sequence-to-Sequence Toolkit written in Python. | 2023-02-16T23:47:21Z |
| 26 | [OpenBBTerminal](https://github.com/OpenBB-finance/OpenBBTerminal) | 19267 | 2007 | Python | 232 | Investment Research for Everyone, Anywhere. | 2023-02-18T01:14:35Z |
| 27 | [Awesome-Linux-Software](https://github.com/luong-komorebi/Awesome-Linux-Software) | 18821 | 1885 | Python | 6 | 🐧 A list of awesome Linux softwares  | 2023-02-17T23:17:18Z |
| 28 | [saleor](https://github.com/saleor/saleor) | 18038 | 4906 | Python | 368 | Saleor Core: the high performance, composable, headless commerce API. | 2023-02-17T18:38:08Z |
| 29 | [PythonRobotics](https://github.com/AtsushiSakai/PythonRobotics) | 17510 | 5512 | Python | 13 | Python sample codes for robotics algorithms. | 2023-02-14T11:08:26Z |
| 30 | [ChatGPT](https://github.com/acheong08/ChatGPT) | 17246 | 2604 | Python | 4 | Reverse engineered ChatGPT API | 2023-02-17T07:19:51Z |
| 31 | [sanic](https://github.com/sanic-org/sanic) | 16834 | 1493 | Python | 58 | Next generation Python web server/framework \| Build fast. Run fast. | 2023-02-16T22:06:05Z |
| 32 | [ddia](https://github.com/Vonng/ddia) | 16812 | 3662 | Python | 1 | 《Designing Data-Intensive Application》DDIA中文翻译 | 2023-02-17T13:21:24Z |
| 33 | [pytorch_geometric](https://github.com/pyg-team/pytorch_geometric) | 16786 | 3090 | Python | 635 | Graph Neural Network Library for PyTorch | 2023-02-17T20:13:28Z |
| 34 | [python-spider](https://github.com/Jack-Cherish/python-spider) | 15783 | 5713 | Python | 8 | :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 | 2022-11-21T09:14:21Z |
| 35 | [ipython](https://github.com/ipython/ipython) | 15697 | 4414 | Python | 1497 | Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc. | 2023-02-17T17:01:11Z |
| 36 | [PySnooper](https://github.com/cool-RR/PySnooper) | 15683 | 939 | Python | 20 | Never use print for debugging again | 2023-01-03T13:15:29Z |
| 37 | [prophet](https://github.com/facebook/prophet) | 15510 | 4365 | Python | 291 | Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth. | 2023-02-08T08:30:46Z |
| 38 | [mypy](https://github.com/python/mypy) | 14865 | 2445 | Python | 2286 | Optional static typing for Python | 2023-02-18T01:57:24Z |
| 39 | [calibre](https://github.com/kovidgoyal/calibre) | 14497 | 1877 | Python | 0 | The official source code repository for the calibre ebook manager | 2023-02-17T04:08:17Z |
| 40 | [twint](https://github.com/twintproject/twint) | 14404 | 2470 | Python | 519 | 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. | 2023-01-12T11:50:46Z |
| 41 | [jupyter](https://github.com/jupyter/jupyter) | 14088 | 3631 | Python | 193 | Jupyter metapackage for installation, docs and chat | 2023-01-16T19:08:09Z |
| 42 | [baselines](https://github.com/openai/baselines) | 13705 | 4525 | Python | 405 | OpenAI Baselines: high-quality implementations of reinforcement learning algorithms | 2023-01-24T06:38:31Z |
| 43 | [microservices-demo](https://github.com/GoogleCloudPlatform/microservices-demo) | 13697 | 4704 | Python | 33 | Sample cloud-first application with 10 microservices showcasing Kubernetes, Istio, and gRPC. | 2023-02-17T21:29:53Z |
| 44 | [mindsdb](https://github.com/mindsdb/mindsdb) | 13506 | 1524 | Python | 323 | In-Database Machine Learning | 2023-02-17T23:48:43Z |
| 45 | [insightface](https://github.com/deepinsight/insightface) | 13479 | 4134 | Python | 1196 | State-of-the-art 2D and 3D Face Analysis Project | 2023-02-15T13:20:50Z |
| 46 | [aws-cli](https://github.com/aws/aws-cli) | 13447 | 3578 | Python | 385 | Universal Command Line Interface for Amazon Web Services | 2023-02-17T22:07:58Z |
| 47 | [GHunt](https://github.com/mxrch/GHunt) | 13327 | 1122 | Python | 7 | 🕵️‍♂️ Offensive Google framework. | 2023-02-11T15:32:05Z |
| 48 | [imgaug](https://github.com/aleju/imgaug) | 13301 | 2357 | Python | 276 | Image augmentation for machine learning experiments. | 2022-06-15T13:04:48Z |
| 49 | [aiohttp](https://github.com/aio-libs/aiohttp) | 13271 | 1866 | Python | 383 | Asynchronous HTTP client/server framework for asyncio and Python | 2023-02-16T18:07:06Z |
| 50 | [vit-pytorch](https://github.com/lucidrains/vit-pytorch) | 12933 | 2158 | Python | 98 | Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch | 2023-02-10T18:39:58Z |
| 51 | [sentence-transformers](https://github.com/UKPLab/sentence-transformers) | 9434 | 1856 | Python | 853 | Multilingual Sentence & Image Embeddings with BERT | 2023-02-03T17:54:25Z |
| 52 | [Photon](https://github.com/s0md3v/Photon) | 9398 | 1376 | Python | 34 | Incredibly fast crawler designed for OSINT. | 2022-12-26T16:11:37Z |
| 53 | [thumbor](https://github.com/thumbor/thumbor) | 9352 | 805 | Python | 11 | thumbor is an open-source photo thumbnail service by globo.com | 2023-01-27T16:39:48Z |
| 54 | [word_cloud](https://github.com/amueller/word_cloud) | 9273 | 2272 | Python | 109 | A little word cloud generator in Python | 2023-01-27T17:30:06Z |
| 55 | [portia](https://github.com/scrapinghub/portia) | 8751 | 1403 | Python | 113 | Visual scraping for Scrapy | 2022-12-14T08:58:35Z |
| 56 | [autokeras](https://github.com/keras-team/autokeras) | 8740 | 1391 | Python | 112 | AutoML library for deep learning | 2023-02-09T22:11:26Z |
| 57 | [Hello-Python](https://github.com/mouredev/Hello-Python) | 8355 | 557 | Python | 4 | Curso para aprender el lenguaje de programación Python desde cero y para principiantes. Más de 30 clases, 25 horas en vídeo, código y grupo de chat. Desde sus fundamentos hasta la creación de un API Backend con base de datos. | 2023-02-11T13:02:18Z |
| 58 | [OCRmyPDF](https://github.com/ocrmypdf/OCRmyPDF) | 8273 | 669 | Python | 104 | OCRmyPDF adds an OCR text layer to scanned PDF files, allowing them to be searched | 2023-02-15T21:12:10Z |
| 59 | [maigret](https://github.com/soxoj/maigret) | 8097 | 589 | Python | 57 | 🕵️‍♂️ Collect a dossier on a person by username from thousands of sites | 2023-01-31T18:19:23Z |
| 60 | [fail2ban](https://github.com/fail2ban/fail2ban) | 7928 | 1114 | Python | 125 | Daemon to ban hosts that cause multiple authentication errors | 2023-02-07T19:02:00Z |
| 61 | [robotframework](https://github.com/robotframework/robotframework) | 7771 | 2075 | Python | 241 | Generic automation framework for acceptance testing and RPA | 2023-02-17T05:58:05Z |
| 62 | [vaex](https://github.com/vaexio/vaex) | 7765 | 583 | Python | 374 | Out-of-Core hybrid Apache Arrow/NumPy DataFrame for Python, ML, visualization and exploration of big tabular data at a billion rows per second 🚀 | 2023-02-14T20:03:51Z |
| 63 | [DAIN](https://github.com/baowenbo/DAIN) | 7734 | 814 | Python | 73 | Depth-Aware Video Frame Interpolation (CVPR 2019) | 2023-02-13T12:40:12Z |
| 64 | [readthedocs.org](https://github.com/readthedocs/readthedocs.org) | 7449 | 3697 | Python | 412 | The source code that powers readthedocs.org | 2023-02-17T18:08:39Z |
| 65 | [Telethon](https://github.com/LonamiWebs/Telethon) | 7445 | 1218 | Python | 53 | Pure Python 3 MTProto API Telegram client library, for bots too! | 2023-02-10T19:09:28Z |
| 66 | [django-debug-toolbar](https://github.com/jazzband/django-debug-toolbar) | 7364 | 999 | Python | 64 | A configurable set of panels that display various debug information about the current request/response. | 2023-02-14T07:57:30Z |
| 67 | [yewtube](https://github.com/mps-youtube/yewtube) | 7332 | 639 | Python | 228 | yewtube, forked from mps-youtube , is a Terminal based YouTube player and downloader. No Youtube API key required. | 2023-02-04T20:26:53Z |
| 68 | [microk8s](https://github.com/canonical/microk8s) | 7193 | 707 | Python | 286 | MicroK8s is a small, fast, single-package Kubernetes for developers, IoT and edge. | 2023-02-17T08:32:35Z |
| 69 | [attention-is-all-you-need-pytorch](https://github.com/jadore801120/attention-is-all-you-need-pytorch) | 7167 | 1732 | Python | 55 | A PyTorch implementation of the Transformer model in "Attention is All You Need". | 2022-11-21T21:44:31Z |
| 70 | [chinese-dos-games](https://github.com/rwv/chinese-dos-games) | 7116 | 843 | Python | 97 | 🎮 Chinese DOS games collections. | 2022-10-04T03:30:35Z |
| 71 | [datasette](https://github.com/simonw/datasette) | 7065 | 488 | Python | 445 | An open source multi-tool for exploring and publishing data | 2023-02-16T04:16:25Z |
| 72 | [anomaly-detection-resources](https://github.com/yzhao062/anomaly-detection-resources) | 6852 | 1605 | Python | 9 | Anomaly detection related books, papers, videos, and toolboxes | 2022-08-23T21:36:41Z |
| 73 | [CenterNet](https://github.com/xingyizhou/CenterNet) | 6757 | 1891 | Python | 423 | Object detection, 3D detection, and pose estimation using center point detection:  | 2022-11-11T04:54:53Z |
| 74 | [PythonPark](https://github.com/Jack-Cherish/PythonPark) | 6696 | 1244 | Python | 0 | Python 开源项目之「自学编程之路」，保姆级教程：AI实验室、宝藏视频、数据结构、学习指南、机器学习实战、深度学习实战、网络爬虫、大厂面经、程序人生、资源分享。 | 2023-02-06T11:57:02Z |
| 75 | [RobustVideoMatting](https://github.com/PeterL1n/RobustVideoMatting) | 6664 | 881 | Python | 65 | Robust Video Matting in PyTorch, TensorFlow, TensorFlow.js, ONNX, CoreML! | 2023-01-13T04:57:38Z |
| 76 | [BayesianOptimization](https://github.com/fmfn/BayesianOptimization) | 6559 | 1416 | Python | 13 | A Python implementation of global optimization with gaussian processes. | 2023-02-17T09:35:02Z |
| 77 | [PaddleGAN](https://github.com/PaddlePaddle/PaddleGAN) | 6489 | 1093 | Python | 208 | PaddlePaddle GAN library, including lots of interesting applications like First-Order motion transfer,  Wav2Lip, picture repair, image editing, photo2cartoon, image style transfer, GPEN, and so on. | 2023-02-15T07:50:37Z |
| 78 | [boto](https://github.com/boto/boto) | 6476 | 2324 | Python | 798 | For the latest version of boto, see https://github.com/boto/boto3 -- Python interface to Amazon Web Services | 2022-10-26T00:53:10Z |
| 79 | [imaginAIry](https://github.com/brycedrennan/imaginAIry) | 6411 | 293 | Python | 10 | AI imagined images. Pythonic generation of stable diffusion images. | 2023-02-17T21:56:44Z |
| 80 | [ngxtop](https://github.com/lebinh/ngxtop) | 6367 | 477 | Python | 45 | Real-time metrics for nginx server | 2022-10-06T19:58:56Z |
| 81 | [pytext](https://github.com/facebookresearch/pytext) | 6362 | 824 | Python | 61 | A natural language modeling framework based on PyTorch | 2022-10-17T19:55:31Z |
| 82 | [deepo](https://github.com/ufoym/deepo) | 6314 | 776 | Python | 1 | Setup and customize deep learning environment in seconds. | 2023-01-29T05:49:54Z |
| 83 | [beeswithmachineguns](https://github.com/newsapps/beeswithmachineguns) | 6287 | 662 | Python | 64 | A utility for arming (creating) many bees (micro EC2 instances) to attack (load test) targets (web applications). | 2020-03-19T00:00:58Z |
| 84 | [tensorpack](https://github.com/tensorpack/tensorpack) | 6255 | 1851 | Python | 7 | A Neural Net Training Interface on TensorFlow, with focus on speed + flexibility | 2022-12-28T06:22:25Z |
| 85 | [aws-sam-cli](https://github.com/aws/aws-sam-cli) | 6219 | 1098 | Python | 343 | CLI tool to build, test, debug, and deploy Serverless applications using AWS SAM | 2023-02-18T02:18:37Z |
| 86 | [face-alignment](https://github.com/1adrianb/face-alignment) | 6107 | 1266 | Python | 61 | :fire: 2D and 3D Face alignment library build using pytorch  | 2022-11-17T00:36:25Z |
| 87 | [espnet](https://github.com/espnet/espnet) | 6078 | 1836 | Python | 363 | End-to-End Speech Processing Toolkit | 2023-02-17T22:34:47Z |
| 88 | [hacktricks](https://github.com/carlospolop/hacktricks) | 5994 | 1754 | Python | 11 | Welcome to the page where you will find each trick/technique/whatever I have learnt in CTFs, real life apps, and reading researches and news. | 2023-02-17T15:43:19Z |
| 89 | [xlnet](https://github.com/zihangdai/xlnet) | 5988 | 1165 | Python | 171 | XLNet: Generalized Autoregressive Pretraining for Language Understanding | 2021-08-27T10:02:09Z |
| 90 | [diff-match-patch](https://github.com/google/diff-match-patch) | 5983 | 1009 | Python | 58 | Diff Match Patch is a high-performance library in multiple languages that manipulates plain text. | 2023-02-02T10:07:06Z |
| 91 | [dotbot](https://github.com/anishathalye/dotbot) | 5976 | 274 | Python | 26 | A tool that bootstraps your dotfiles ⚡️ | 2022-12-17T20:15:03Z |
| 92 | [latexify_py](https://github.com/google/latexify_py) | 5969 | 327 | Python | 13 | A library to generate LaTeX expression from Python code. | 2023-01-14T10:57:55Z |
| 93 | [volatility](https://github.com/volatilityfoundation/volatility) | 5937 | 1167 | Python | 152 | An advanced memory forensics framework | 2023-02-08T02:01:51Z |
| 94 | [OpenNMT-py](https://github.com/OpenNMT/OpenNMT-py) | 5905 | 2171 | Python | 13 | Open Source Neural Machine Translation in PyTorch | 2023-02-16T16:27:21Z |
| 95 | [gevent](https://github.com/gevent/gevent) | 5889 | 936 | Python | 83 | Coroutine-based concurrency library for Python | 2023-02-09T08:46:50Z |
| 96 | [ffsubsync](https://github.com/smacke/ffsubsync) | 5806 | 234 | Python | 50 | Automagically synchronize subtitles with video. | 2023-01-29T21:16:14Z |
| 97 | [webpy](https://github.com/webpy/webpy) | 5773 | 1326 | Python | 33 | web.py is a web framework for python that is as simple as it is powerful.  | 2023-01-12T10:40:18Z |
| 98 | [tianshou](https://github.com/thu-ml/tianshou) | 5752 | 905 | Python | 49 | An elegant PyTorch deep reinforcement learning library. | 2023-02-03T22:55:56Z |
| 99 | [vibora](https://github.com/vibora-io/vibora) | 5709 | 316 | Python | 112 | Fast, asynchronous and elegant Python web framework. | 2020-12-23T01:00:55Z |
| 100 | [legit](https://github.com/frostming/legit) | 5701 | 226 | Python | 9 | Git for Humans, Inspired by GitHub for Mac™. | 2022-09-14T06:50:35Z |