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 | [public-apis](https://github.com/public-apis/public-apis) | 191777 | 22130 | Python | 1 | A collective list of free APIs | 2022-05-14T12:34:28Z |
| 2 | [Python](https://github.com/TheAlgorithms/Python) | 135985 | 35541 | Python | 31 | All Algorithms implemented in Python | 2022-05-16T11:29:36Z |
| 3 | [awesome-python](https://github.com/vinta/awesome-python) | 127239 | 21199 | Python | 19 | A curated list of awesome Python frameworks, libraries, software and resources | 2022-05-11T04:55:21Z |
| 4 | [youtube-dl](https://github.com/ytdl-org/youtube-dl) | 109955 | 7746 | Python | 3864 | Command-line program to download videos from YouTube.com and other video sites | 2022-05-14T08:44:44Z |
| 5 | [models](https://github.com/tensorflow/models) | 73609 | 45803 | Python | 1157 | Models and examples built with TensorFlow | 2022-05-16T04:28:38Z |
| 6 | [thefuck](https://github.com/nvbn/thefuck) | 70947 | 3195 | Python | 198 | Magnificent app which corrects your previous console command. | 2022-05-11T15:41:24Z |
| 7 | [transformers](https://github.com/huggingface/transformers) | 63198 | 14895 | Python | 379 | 🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX. | 2022-05-16T11:40:46Z |
| 8 | [flask](https://github.com/pallets/flask) | 58996 | 15073 | Python | 16 | The Python micro framework for building web applications. | 2022-05-15T15:54:27Z |
| 9 | [keras](https://github.com/keras-team/keras) | 55178 | 19085 | Python | 247 | Deep Learning for humans | 2022-05-16T06:06:08Z |
| 10 | [awesome-machine-learning](https://github.com/josephmisiti/awesome-machine-learning) | 54294 | 13330 | Python | 0 | A curated list of awesome Machine Learning frameworks, libraries and software. | 2022-05-05T21:58:21Z |
| 11 | [ansible](https://github.com/ansible/ansible) | 53118 | 21909 | Python | 793 | 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. | 2022-05-16T11:53:37Z |
| 12 | [scikit-learn](https://github.com/scikit-learn/scikit-learn) | 50045 | 23004 | Python | 1572 | scikit-learn: machine learning in Python | 2022-05-16T11:55:01Z |
| 13 | [fastapi](https://github.com/tiangolo/fastapi) | 45176 | 3490 | Python | 1026 | FastAPI framework, high performance, easy to learn, fast to code, ready for production | 2022-05-16T08:00:44Z |
| 14 | [big-list-of-naughty-strings](https://github.com/minimaxir/big-list-of-naughty-strings) | 42358 | 2024 | 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 |
| 15 | [faceswap](https://github.com/deepfakes/faceswap) | 41062 | 11676 | Python | 16 | Deepfakes Software For All | 2022-05-16T11:39:57Z |
| 16 | [localstack](https://github.com/localstack/localstack) | 40849 | 3053 | Python | 401 | 💻  A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline! | 2022-05-16T09:28:33Z |
| 17 | [PayloadsAllTheThings](https://github.com/swisskyrepo/PayloadsAllTheThings) | 37394 | 10157 | Python | 0 | A list of useful payloads and bypass for Web Application Security and Pentest/CTF | 2022-05-15T19:23:06Z |
| 18 | [openpilot](https://github.com/commaai/openpilot) | 34511 | 6309 | Python | 135 | openpilot is an open source driver assistance system. openpilot performs the functions of Automated Lane Centering and Adaptive Cruise Control for over 150 supported car makes and models. | 2022-05-16T11:49:40Z |
| 19 | [CppCoreGuidelines](https://github.com/isocpp/CppCoreGuidelines) | 34020 | 4629 | Python | 186 | The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++ | 2022-05-16T07:19:50Z |
| 20 | [pandas](https://github.com/pandas-dev/pandas) | 33900 | 14437 | Python | 3435 | Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more | 2022-05-16T09:23:02Z |
| 21 | [12306](https://github.com/testerSunshine/12306) | 30582 | 9462 | Python | 209 | 12306智能刷票，订票 | 2022-02-10T00:14:03Z |
| 22 | [python-cheatsheet](https://github.com/gto76/python-cheatsheet) | 29029 | 5304 | Python | 9 | Comprehensive Python Cheatsheet | 2022-05-02T07:15:31Z |
| 23 | [jieba](https://github.com/fxsjy/jieba) | 28539 | 6556 | Python | 591 | 结巴中文分词 | 2022-04-07T12:41:40Z |
| 24 | [gym](https://github.com/openai/gym) | 27538 | 7795 | Python | 94 | A toolkit for developing and comparing reinforcement learning algorithms. | 2022-05-16T09:07:04Z |
| 25 | [mitmproxy](https://github.com/mitmproxy/mitmproxy) | 27084 | 3335 | Python | 229 | An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers. | 2022-05-15T20:18:30Z |
| 26 | [yolov5](https://github.com/ultralytics/yolov5) | 26261 | 9346 | Python | 264 | YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite | 2022-05-16T12:00:38Z |
| 27 | [interactive-coding-challenges](https://github.com/donnemartin/interactive-coding-challenges) | 25417 | 4116 | Python | 32 | 120+ interactive Python coding interview challenges (algorithms and data structures).  Includes Anki flashcards. | 2021-04-11T09:48:23Z |
| 28 | [YouCompleteMe](https://github.com/ycm-core/YouCompleteMe) | 23962 | 2763 | Python | 7 | A code-completion engine for Vim | 2022-04-04T16:29:57Z |
| 29 | [pytorch-tutorial](https://github.com/yunjey/pytorch-tutorial) | 23715 | 7226 | Python | 63 | PyTorch Tutorial for Deep Learning Researchers | 2021-10-16T07:35:35Z |
| 30 | [sqlmap](https://github.com/sqlmapproject/sqlmap) | 23456 | 4836 | Python | 46 | Automatic SQL injection and database takeover tool | 2022-05-13T16:13:02Z |
| 31 | [Depix](https://github.com/beurtschipper/Depix) | 22281 | 2679 | Python | 0 | Recovers passwords from pixelized screenshots | 2022-05-03T15:33:48Z |
| 32 | [PaddleOCR](https://github.com/PaddlePaddle/PaddleOCR) | 21794 | 4470 | Python | 1037 | 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) | 2022-05-16T11:28:31Z |
| 33 | [ML-From-Scratch](https://github.com/eriklindernoren/ML-From-Scratch) | 21061 | 4146 | Python | 29 | 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. | 2022-04-26T22:47:26Z |
| 34 | [detectron2](https://github.com/facebookresearch/detectron2) | 20896 | 5687 | Python | 176 | Detectron2 is a platform for object detection, segmentation and other visual recognition tasks. | 2022-05-14T21:34:11Z |
| 35 | [algo](https://github.com/wangzheng0822/algo) | 20842 | 6709 | Python | 99 | 数据结构和算法必知必会的50个代码实现 | 2022-05-16T02:53:48Z |
| 36 | [algorithms](https://github.com/keon/algorithms) | 20791 | 4284 | Python | 60 | Minimal examples of data structures and algorithms in Python | 2022-04-23T23:34:59Z |
| 37 | [NLP-progress](https://github.com/sebastianruder/NLP-progress) | 20328 | 3443 | 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 |
| 38 | [poetry](https://github.com/python-poetry/poetry) | 19721 | 1626 | Python | 1062 | Python dependency management and packaging made easy. | 2022-05-16T11:01:34Z |
| 39 | [mmdetection](https://github.com/open-mmlab/mmdetection) | 19690 | 7214 | Python | 473 | OpenMMLab Detection Toolbox and Benchmark | 2022-05-16T11:21:14Z |
| 40 | [spleeter](https://github.com/deezer/spleeter) | 19520 | 2160 | Python | 138 | Deezer source separation library including pretrained models. | 2022-05-04T12:33:53Z |
| 41 | [Detectron](https://github.com/facebookresearch/Detectron) | 25134 | 5451 | Python | 301 | FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet. | 2021-08-30T20:51:37Z |
| 42 | [linux-insides](https://github.com/0xAX/linux-insides) | 24992 | 2903 | Python | 40 | A little bit about a linux kernel | 2022-05-02T13:15:43Z |
| 43 | [YouCompleteMe](https://github.com/ycm-core/YouCompleteMe) | 23962 | 2763 | Python | 7 | A code-completion engine for Vim | 2022-04-04T16:29:57Z |
| 44 | [pytorch-tutorial](https://github.com/yunjey/pytorch-tutorial) | 23715 | 7226 | Python | 63 | PyTorch Tutorial for Deep Learning Researchers | 2021-10-16T07:35:35Z |
| 45 | [sqlmap](https://github.com/sqlmapproject/sqlmap) | 23456 | 4836 | Python | 46 | Automatic SQL injection and database takeover tool | 2022-05-13T16:13:02Z |
| 46 | [Depix](https://github.com/beurtschipper/Depix) | 22281 | 2679 | Python | 0 | Recovers passwords from pixelized screenshots | 2022-05-03T15:33:48Z |
| 47 | [ItChat](https://github.com/littlecodersh/ItChat) | 22181 | 5245 | Python | 234 | 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 |
| 48 | [PaddleOCR](https://github.com/PaddlePaddle/PaddleOCR) | 21794 | 4470 | Python | 1037 | 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) | 2022-05-16T11:28:31Z |
| 49 | [MockingBird](https://github.com/babysor/MockingBird) | 21476 | 3092 | Python | 218 | 🚀AI拟声: 5秒内克隆您的声音并生成任意语音内容 Clone a voice in 5 seconds to generate arbitrary speech in real-time | 2022-05-16T09:42:49Z |
| 50 | [httpie](https://github.com/httpie/httpie) | 21102 | 3671 | Python | 98 | 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 | 2022-05-16T07:10:55Z |
| 51 | [ML-From-Scratch](https://github.com/eriklindernoren/ML-From-Scratch) | 21061 | 4146 | Python | 29 | 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. | 2022-04-26T22:47:26Z |
| 52 | [redash](https://github.com/getredash/redash) | 21046 | 3680 | Python | 479 | Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data. | 2022-05-13T20:57:28Z |
| 53 | [detectron2](https://github.com/facebookresearch/detectron2) | 20896 | 5687 | Python | 176 | Detectron2 is a platform for object detection, segmentation and other visual recognition tasks. | 2022-05-14T21:34:11Z |
| 54 | [algo](https://github.com/wangzheng0822/algo) | 20842 | 6709 | Python | 99 | 数据结构和算法必知必会的50个代码实现 | 2022-05-16T02:53:48Z |
| 55 | [algorithms](https://github.com/keon/algorithms) | 20791 | 4284 | Python | 60 | Minimal examples of data structures and algorithms in Python | 2022-04-23T23:34:59Z |
| 56 | [hosts](https://github.com/StevenBlack/hosts) | 20762 | 1817 | Python | 25 | 🔒 Consolidating and extending hosts files from several well-curated sources. Optionally pick extensions for porn, social media, and other categories. | 2022-05-14T14:28:58Z |
| 57 | [CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries) | 20623 | 2938 | Python | 37 | The OWASP Cheat Sheet Series was created to provide a concise collection of high value information on specific application security topics. | 2022-05-11T12:50:38Z |
| 58 | [glances](https://github.com/nicolargo/glances) | 20444 | 1293 | Python | 222 | Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems. | 2022-05-15T09:20:16Z |
| 59 | [ray](https://github.com/ray-project/ray) | 20437 | 3553 | Python | 2064 | 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. | 2022-05-16T11:42:54Z |
| 60 | [numpy](https://github.com/numpy/numpy) | 20438 | 6878 | Python | 2034 | The fundamental package for scientific computing with Python. | 2022-05-16T11:47:10Z |
| 61 | [locust](https://github.com/locustio/locust) | 18872 | 2439 | Python | 19 | Scalable user load testing tool written in Python | 2022-05-12T12:21:43Z |
| 62 | [jumpserver](https://github.com/jumpserver/jumpserver) | 18494 | 4610 | Python | 165 | JumpServer 是全球首款开源的堡垒机，是符合 4A 的专业运维安全审计系统。 | 2022-05-16T12:02:12Z |
| 63 | [pytorch-image-models](https://github.com/rwightman/pytorch-image-models) | 18478 | 3066 | Python | 49 | PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more | 2022-05-15T21:31:03Z |
| 64 | [vnpy](https://github.com/vnpy/vnpy) | 18431 | 7263 | Python | 8 | 基于Python的开源量化交易平台开发框架 | 2022-05-13T08:01:05Z |
| 65 | [pytorch-lightning](https://github.com/PyTorchLightning/pytorch-lightning) | 18402 | 2350 | Python | 382 | The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate. | 2022-05-16T11:05:50Z |
| 66 | [examples](https://github.com/pytorch/examples) | 18377 | 8625 | Python | 138 | A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc. | 2022-05-10T20:36:31Z |
| 67 | [diagrams](https://github.com/mingrammer/diagrams) | 18355 | 1100 | Python | 203 | :art: Diagram as Code for prototyping cloud system architectures | 2022-05-12T23:19:04Z |
| 68 | [wttr.in](https://github.com/chubin/wttr.in) | 18162 | 866 | Python | 186 | :partly_sunny: The right way to check the weather | 2022-05-16T00:09:38Z |
| 69 | [magenta](https://github.com/magenta/magenta) | 17609 | 3613 | Python | 305 | Magenta: Music and Art Generation with Machine Intelligence | 2022-05-02T01:13:38Z |
| 70 | [hackingtool](https://github.com/Z4nzu/hackingtool) | 17495 | 2159 | Python | 64 | ALL IN ONE Hacking Tool For Hackers | 2022-05-14T02:26:58Z |
| 71 | [pytorch-CycleGAN-and-pix2pix](https://github.com/junyanz/pytorch-CycleGAN-and-pix2pix) | 17562 | 5310 | Python | 388 | Image-to-Image Translation in PyTorch | 2022-04-28T01:39:02Z |
| 72 | [jax](https://github.com/google/jax) | 17470 | 1616 | Python | 904 | Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more | 2022-05-16T08:36:11Z |
| 73 | [Awesome-Linux-Software](https://github.com/luong-komorebi/Awesome-Linux-Software) | 17459 | 1771 | Python | 14 | A list of awesome applications, software, tools and other materials for Linux distros.  | 2022-04-19T17:16:49Z |
| 74 | [freqtrade](https://github.com/freqtrade/freqtrade) | 17398 | 3730 | Python | 44 | Free, open source crypto trading bot | 2022-05-16T08:39:46Z |
| 75 | [fairseq](https://github.com/pytorch/fairseq) | 16945 | 4462 | Python | 534 | Facebook AI Research Sequence-to-Sequence Toolkit written in Python. | 2022-05-14T08:26:58Z |
| 76 | [cookiecutter](https://github.com/cookiecutter/cookiecutter) | 16914 | 1643 | Python | 195 | A cross-platform command-line utility that creates projects from cookiecutters (project templates), e.g. Python package projects, C projects. | 2022-05-07T07:56:33Z |
| 77 | [dash](https://github.com/plotly/dash) | 16455 | 1698 | Python | 572 | Analytical Web Apps for Python, R, Julia, and Jupyter. No JavaScript Required. | 2022-05-13T14:19:52Z |
| 78 | [bokeh](https://github.com/bokeh/bokeh) | 16287 | 3932 | Python | 684 | Interactive Data Visualization in the browser, from  Python | 2022-05-16T10:00:47Z |
| 79 | [professional-programming](https://github.com/charlax/professional-programming) | 16255 | 1487 | Python | 0 | A collection of full-stack resources for programmers. | 2022-05-09T11:41:27Z |
| 80 | [Gooey](https://github.com/chriskiehl/Gooey) | 16149 | 868 | Python | 99 | Turn (almost) any Python command line program into a full GUI application with one line | 2022-05-12T23:09:59Z |
| 81 | [Gooey](https://github.com/chriskiehl/Gooey) | 16149 | 868 | Python | 99 | Turn (almost) any Python command line program into a full GUI application with one line | 2022-05-12T23:09:59Z |
| 82 | [sanic](https://github.com/sanic-org/sanic) | 16109 | 1451 | Python | 42 | Next generation Python web server/framework \| Build fast. Run fast. | 2022-05-16T08:51:26Z |
| 83 | [reddit](https://github.com/reddit-archive/reddit) | 16076 | 2896 | Python | 0 | historical code from reddit.com | 2017-10-17T19:57:07Z |
| 84 | [saleor](https://github.com/saleor/saleor) | 15968 | 4540 | Python | 209 | A modular, high performance, headless e-commerce platform built with Python, GraphQL, Django, and React. | 2022-05-16T11:31:44Z |
| 85 | [nginx-proxy](https://github.com/nginx-proxy/nginx-proxy) | 16002 | 2746 | Python | 403 | Automated nginx proxy for Docker containers using docker-gen | 2022-05-11T13:56:29Z |
| 86 | [luigi](https://github.com/spotify/luigi) | 15676 | 2333 | Python | 64 | 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.  | 2022-05-12T12:19:33Z |
| 87 | [matplotlib](https://github.com/matplotlib/matplotlib) | 15489 | 6379 | Python | 1518 | matplotlib: plotting with Python | 2022-05-16T10:42:36Z |
| 88 | [pyspider](https://github.com/binux/pyspider) | 15423 | 3643 | Python | 270 | A Powerful Spider(Web Crawler) System in Python. | 2022-01-20T23:09:31Z |
| 89 | [gpt-2](https://github.com/openai/gpt-2) | 15371 | 3930 | Python | 104 | Code for the paper "Language Models are Unsupervised Multitask Learners" | 2021-12-13T18:55:51Z |
| 90 | [ipython](https://github.com/ipython/ipython) | 15344 | 4340 | Python | 1471 | Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc. | 2022-05-16T01:35:05Z |
| 91 | [chinese-programmer-wrong-pronunciation](https://github.com/shimohq/chinese-programmer-wrong-pronunciation) | 15333 | 1256 | Python | 95 | 中国程序员容易发音错误的单词 | 2022-05-03T10:50:57Z |
| 92 | [PythonRobotics](https://github.com/AtsushiSakai/PythonRobotics) | 15287 | 4970 | Python | 9 | Python sample codes for robotics algorithms. | 2022-05-16T12:00:44Z |
| 93 | [zipline](https://github.com/quantopian/zipline) | 15139 | 4399 | Python | 318 | Zipline, a Pythonic Algorithmic Trading Library | 2022-01-20T12:10:43Z |
| 94 | [PySnooper](https://github.com/cool-RR/PySnooper) | 15016 | 918 | Python | 19 | Never use print for debugging again | 2022-04-02T15:08:04Z |
| 95 | [avatarify-python](https://github.com/alievk/avatarify-python) | 14799 | 2245 | Python | 114 | Avatars for Zoom, Skype and other video-conferencing apps. | 2021-10-12T23:05:56Z |
| 96 | [ungoogled-chromium](https://github.com/Eloston/ungoogled-chromium) | 14558 | 667 | Python | 94 | Google Chromium, sans integration with Google | 2022-05-14T16:56:46Z |
| 97 | [game-programmer](https://github.com/miloyip/game-programmer) | 14637 | 1845 | Python | 22 | A Study Path for Game Programmer | 2022-01-08T07:13:20Z |
| 98 | [magic-wormhole](https://github.com/magic-wormhole/magic-wormhole) | 14551 | 532 | Python | 131 | get things from one computer to another, safely | 2022-04-01T04:17:57Z |
| 99 | [prophet](https://github.com/facebook/prophet) | 14424 | 4172 | Python | 213 | Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth. | 2022-05-05T12:39:19Z |
| 100 | [InstaPy](https://github.com/InstaPy/InstaPy) | 14179 | 3572 | Python | 359 | 📷 Instagram Bot - Tool for automated Instagram interactions | 2022-04-29T15:11:25Z |