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 | [youtube-dl](https://github.com/ytdl-org/youtube-dl) | 117453 | 8607 | Python | 3836 | Command-line program to download videos from YouTube.com and other video sites | 2023-02-18T14:03:59Z |
| 2 | [ansible](https://github.com/ansible/ansible) | 56306 | 22996 | Python | 665 | 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. | 2023-02-18T19:09:02Z |
| 3 | [face_recognition](https://github.com/ageitgey/face_recognition) | 47319 | 12767 | Python | 681 | The world's simplest facial recognition api for Python and the command line | 2023-02-08T00:43:23Z |
| 4 | [localstack](https://github.com/localstack/localstack) | 45940 | 3477 | Python | 289 | 💻  A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline! | 2023-02-18T16:05:14Z |
| 5 | [PayloadsAllTheThings](https://github.com/swisskyrepo/PayloadsAllTheThings) | 45306 | 12050 | Python | 0 | A list of useful payloads and bypass for Web Application Security and Pentest/CTF | 2023-02-18T21:24:54Z |
| 6 | [big-list-of-naughty-strings](https://github.com/minimaxir/big-list-of-naughty-strings) | 44579 | 2121 | Python | 60 | 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. | 2022-11-22T09:39:18Z |
| 7 | [pandas](https://github.com/pandas-dev/pandas) | 36907 | 15781 | Python | 3554 | Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more | 2023-02-19T02:57:51Z |
| 8 | [cheat.sh](https://github.com/chubin/cheat.sh) | 34694 | 1665 | Python | 99 | the only cheat sheet you need | 2022-12-14T00:11:31Z |
| 9 | [httpie](https://github.com/httpie/httpie) | 26470 | 3753 | Python | 128 | 🥧 HTTPie for Terminal — modern, user-friendly command-line HTTP client for the API era. JSON support, colors, sessions, downloads, plugins & more. | 2023-02-02T16:06:57Z |
| 10 | [python-fire](https://github.com/google/python-fire) | 23903 | 1364 | Python | 104 | Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object. | 2023-02-13T20:24:47Z |
| 11 | [CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries) | 22979 | 3325 | Python | 25 | The OWASP Cheat Sheet Series was created to provide a concise collection of high value information on specific application security topics. | 2023-02-18T15:12:55Z |
| 12 | [numpy](https://github.com/numpy/numpy) | 22719 | 7752 | Python | 1973 | The fundamental package for scientific computing with Python. | 2023-02-18T22:17:18Z |
| 13 | [redash](https://github.com/getredash/redash) | 22639 | 3932 | Python | 507 | Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data. | 2023-02-17T15:00:11Z |
| 14 | [locust](https://github.com/locustio/locust) | 20689 | 2635 | Python | 4 | Scalable load testing tool written in Python | 2023-02-18T07:56:03Z |
| 15 | [vnpy](https://github.com/vnpy/vnpy) | 20072 | 7699 | Python | 8 | 基于Python的开源量化交易平台开发框架 | 2023-02-17T01:08:56Z |
| 16 | [pytorch-CycleGAN-and-pix2pix](https://github.com/junyanz/pytorch-CycleGAN-and-pix2pix) | 19210 | 5681 | Python | 454 | Image-to-Image Translation in PyTorch | 2023-01-20T12:32:32Z |
| 17 | [magenta](https://github.com/magenta/magenta) | 18217 | 3706 | Python | 328 | Magenta: Music and Art Generation with Machine Intelligence | 2023-01-18T21:45:23Z |
| 18 | [proxy_pool](https://github.com/jhao104/proxy_pool) | 17034 | 4467 | Python | 230 | Python爬虫代理IP池(proxy pool) | 2023-02-15T21:59:37Z |
| 19 | [matplotlib](https://github.com/matplotlib/matplotlib) | 16883 | 6736 | Python | 1558 | matplotlib: plotting with Python | 2023-02-19T02:33:26Z |
| 20 | [faker](https://github.com/joke2k/faker) | 15400 | 1726 | Python | 12 | Faker is a Python package that generates fake data for you. | 2023-02-17T19:44:57Z |
| 21 | [learn-python](https://github.com/trekhleb/learn-python) | 14198 | 2308 | Python | 5 | 📚 Playground and cheatsheet for learning Python. Collection of Python scripts that are split by topics and contain code examples with explanations. | 2022-10-22T19:56:52Z |
| 22 | [wagtail](https://github.com/wagtail/wagtail) | 14191 | 3035 | Python | 835 | A Django content management system focused on flexibility and user experience | 2023-02-18T22:55:05Z |
| 23 | [gensim](https://github.com/RaRe-Technologies/gensim) | 13963 | 4323 | Python | 363 | Topic Modelling for Humans | 2023-02-17T14:45:00Z |
| 24 | [wechat_jump_game](https://github.com/wangshub/wechat_jump_game) | 13859 | 4425 | Python | 29 | 微信《跳一跳》Python 辅助 | 2022-11-22T02:04:23Z |
| 25 | [pyecharts](https://github.com/pyecharts/pyecharts) | 13199 | 2768 | Python | 11 | 🎨 Python Echarts Plotting Library | 2023-01-31T05:54:53Z |
| 26 | [speedtest-cli](https://github.com/sivel/speedtest-cli) | 12572 | 1883 | Python | 0 | Command line interface for testing internet bandwidth using speedtest.net | 2023-02-10T10:53:30Z |
| 27 | [python-mini-projects](https://github.com/Python-World/python-mini-projects) | 12236 | 3819 | Python | 37 | A collection of simple python mini projects to enhance your python skills | 2022-07-17T08:51:24Z |
| 28 | [XSStrike](https://github.com/s0md3v/XSStrike) | 11209 | 1716 | Python | 43 | Most advanced XSS scanner. | 2023-02-06T14:34:07Z |
| 29 | [FastPhotoStyle](https://github.com/NVIDIA/FastPhotoStyle) | 10956 | 1208 | Python | 46 | Style transfer, deep learning, feature transform | 2022-09-08T16:10:37Z |
| 30 | [howdoi](https://github.com/gleitz/howdoi) | 9898 | 860 | Python | 9 | instant coding answers via the command line | 2023-01-26T01:10:41Z |
| 31 | [q](https://github.com/harelba/q) | 9788 | 408 | Python | 82 | q - Run SQL directly on delimited files and multi-file sqlite databases | 2022-12-27T07:01:00Z |
| 32 | [pyright](https://github.com/microsoft/pyright) | 9730 | 797 | Python | 9 | Static type checker for Python | 2023-02-18T01:07:48Z |
| 33 | [Theano](https://github.com/Theano/Theano) | 9663 | 2508 | Python | 585 | Theano was a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. It is being continued as aesara: www.github.com/pymc-devs/aesara | 2022-12-20T16:49:55Z |
| 34 | [PaddleDetection](https://github.com/PaddlePaddle/PaddleDetection) | 9518 | 2404 | Python | 839 | Object Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object tracking and real-time multi-person keypoint detection. | 2023-02-17T09:28:59Z |
| 35 | [dirsearch](https://github.com/maurosoria/dirsearch) | 9247 | 2121 | Python | 39 | Web path scanner | 2023-02-17T04:49:13Z |
| 36 | [spiderfoot](https://github.com/smicallef/spiderfoot) | 9174 | 1788 | Python | 112 | SpiderFoot automates OSINT for threat intelligence and mapping your attack surface. | 2023-02-15T09:58:49Z |
| 37 | [maskrcnn-benchmark](https://github.com/facebookresearch/maskrcnn-benchmark) | 9052 | 2552 | Python | 495 | Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch. | 2023-02-16T04:01:32Z |
| 38 | [tpot](https://github.com/EpistasisLab/tpot) | 8942 | 1515 | Python | 267 | A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming. | 2023-01-29T18:43:21Z |
| 39 | [DALLE2-pytorch](https://github.com/lucidrains/DALLE2-pytorch) | 8932 | 770 | Python | 40 | Implementation of DALL-E 2, OpenAI's updated text-to-image synthesis neural network,  in Pytorch | 2023-02-12T01:18:47Z |
| 40 | [DeepSpeed](https://github.com/microsoft/DeepSpeed) | 8907 | 1069 | Python | 512 | DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective. | 2023-02-18T20:30:48Z |
| 41 | [pretrained-models.pytorch](https://github.com/Cadene/pretrained-models.pytorch) | 8700 | 1838 | Python | 82 | Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc. | 2022-04-22T09:08:45Z |
| 42 | [calibre-web](https://github.com/janeczku/calibre-web) | 8524 | 1033 | Python | 348 | :books: Web app for browsing, reading and downloading eBooks stored in a Calibre database | 2023-02-18T13:34:54Z |
| 43 | [practical-python](https://github.com/dabeaz-course/practical-python) | 8462 | 5086 | Python | 2 | Practical Python Programming (course by @dabeaz) | 2023-02-14T16:52:11Z |
| 44 | [mvt](https://github.com/mvt-project/mvt) | 8376 | 745 | Python | 14 | MVT (Mobile Verification Toolkit) helps with conducting forensics of mobile devices in order to find signs of a potential compromise. | 2023-02-14T21:05:18Z |
| 45 | [fsociety](https://github.com/Manisso/fsociety) | 8353 | 1814 | Python | 33 | fsociety Hacking Tools Pack – A Penetration Testing Framework | 2022-11-15T18:17:26Z |
| 46 | [TTS](https://github.com/coqui-ai/TTS) | 8331 | 968 | Python | 25 | 🐸💬 - a deep learning toolkit for Text-to-Speech, battle-tested in research and production | 2023-02-18T18:08:10Z |
| 47 | [theHarvester](https://github.com/laramies/theHarvester) | 8090 | 1728 | Python | 12 | E-mails, subdomains and names Harvester - OSINT  | 2023-02-17T23:10:31Z |
| 48 | [flasky](https://github.com/miguelgrinberg/flasky) | 8043 | 4106 | Python | 7 | Companion code to my O'Reilly book "Flask Web Development", second edition. | 2022-12-08T11:34:25Z |
| 49 | [w3-goto-world](https://github.com/hoochanlon/w3-goto-world) | 8028 | 1836 | Python | 0 | 💾 Git/AWS/Google镜像与S/V/C网络链，行业研究报告的知识储备库 | 2023-02-18T11:02:32Z |
| 50 | [ffmpeg-python](https://github.com/kkroening/ffmpeg-python) | 7913 | 777 | Python | 394 | Python bindings for FFmpeg - with complex filtering support | 2023-01-24T21:57:06Z |
| 51 | [spiderfoot](https://github.com/smicallef/spiderfoot) | 9174 | 1788 | Python | 112 | SpiderFoot automates OSINT for threat intelligence and mapping your attack surface. | 2023-02-15T09:58:49Z |
| 52 | [borg](https://github.com/borgbackup/borg) | 9143 | 677 | Python | 554 | Deduplicating archiver with compression and authenticated encryption. | 2023-02-18T13:36:51Z |
| 53 | [tvm](https://github.com/apache/tvm) | 9059 | 2899 | Python | 426 | Open deep learning compiler stack for cpu, gpu and specialized accelerators | 2023-02-19T02:42:21Z |
| 54 | [binwalk](https://github.com/ReFirmLabs/binwalk) | 8994 | 1363 | Python | 125 | Firmware Analysis Tool | 2023-02-03T17:06:27Z |
| 55 | [chisel](https://github.com/facebook/chisel) | 8929 | 805 | Python | 39 | Chisel is a collection of LLDB commands to assist debugging iOS apps. | 2022-05-15T20:01:05Z |
| 56 | [Meshroom](https://github.com/alicevision/Meshroom) | 8875 | 911 | Python | 308 | 3D Reconstruction Software | 2023-02-17T14:49:17Z |
| 57 | [pretrained-models.pytorch](https://github.com/Cadene/pretrained-models.pytorch) | 8700 | 1838 | Python | 82 | Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc. | 2022-04-22T09:08:45Z |
| 58 | [rembg](https://github.com/danielgatis/rembg) | 8309 | 1050 | Python | 16 | Rembg is a tool to remove images background | 2022-12-28T04:28:05Z |
| 59 | [statsmodels](https://github.com/statsmodels/statsmodels) | 8201 | 2654 | Python | 2355 | Statsmodels: statistical modeling and econometrics in Python | 2023-02-17T16:22:50Z |
| 60 | [lama-cleaner](https://github.com/Sanster/lama-cleaner) | 8076 | 710 | Python | 31 | Image inpainting tool powered by SOTA AI Model. Remove any unwanted object, defect, people from your pictures or erase and replace(powered by stable diffusion) any thing on your pictures. | 2023-02-17T02:01:20Z |
| 61 | [w3-goto-world](https://github.com/hoochanlon/w3-goto-world) | 8028 | 1836 | Python | 0 | 💾 Git/AWS/Google镜像与S/V/C网络链，行业研究报告的知识储备库 | 2023-02-18T11:02:32Z |
| 62 | [great_expectations](https://github.com/great-expectations/great_expectations) | 7991 | 1234 | Python | 214 | Always know what to expect from your data. | 2023-02-19T02:00:58Z |
| 63 | [MHDDoS](https://github.com/MatrixTM/MHDDoS) | 7925 | 1738 | Python | 60 | Best DDoS Attack Script  Python3, (Cyber / DDos) Attack With 56 Methods | 2023-02-05T15:54:42Z |
| 64 | [spinningup](https://github.com/openai/spinningup) | 7839 | 1834 | Python | 143 | An educational resource to help anyone learn deep reinforcement learning. | 2023-01-23T17:02:51Z |
| 65 | [py-faster-rcnn](https://github.com/rbgirshick/py-faster-rcnn) | 7827 | 4155 | Python | 647 | Faster R-CNN (Python implementation) -- see https://github.com/ShaoqingRen/faster_rcnn for the official MATLAB version | 2019-11-07T04:31:35Z |
| 66 | [pyro](https://github.com/pyro-ppl/pyro) | 7792 | 961 | Python | 211 | Deep universal probabilistic programming with Python and PyTorch | 2023-02-03T00:51:21Z |
| 67 | [wtv](https://github.com/biancangming/wtv) | 7750 | 1179 | Python | 7 | 解决电脑、手机看电视直播的苦恼，收集各种直播源，电视直播网站 | 2022-12-08T08:51:00Z |
| 68 | [docopt](https://github.com/docopt/docopt) | 7741 | 567 | Python | 219 | Pythonic command line arguments parser, that will make you smile | 2022-12-20T14:16:15Z |
| 69 | [mopidy](https://github.com/mopidy/mopidy) | 7614 | 689 | Python | 190 | Mopidy is an extensible music server written in Python | 2023-01-30T15:16:00Z |
| 70 | [text_classification](https://github.com/brightmart/text_classification) | 7498 | 2598 | Python | 42 | all kinds of text classification models and more with deep learning | 2022-09-21T06:47:05Z |
| 71 | [trax](https://github.com/google/trax) | 7361 | 764 | Python | 96 | Trax — Deep Learning with Clear Code and Speed | 2023-02-15T22:45:56Z |
| 72 | [SpaceshipGenerator](https://github.com/a1studmuffin/SpaceshipGenerator) | 7342 | 421 | Python | 12 | A Blender script to procedurally generate 3D spaceships | 2022-12-17T08:14:35Z |
| 73 | [lbry-sdk](https://github.com/lbryio/lbry-sdk) | 7173 | 484 | Python | 377 | The LBRY SDK for building decentralized, censorship resistant, monetized, digital content apps. | 2023-02-07T22:13:59Z |
| 74 | [devicon](https://github.com/devicons/devicon) | 7009 | 1940 | Python | 229 | Set of icons representing programming languages, designing & development tools | 2023-02-18T16:44:39Z |
| 75 | [easytrader](https://github.com/shidenggui/easytrader) | 6973 | 2509 | Python | 60 | 提供同花顺客户端/国金/华泰客户端/雪球的基金、股票自动程序化交易以及自动打新，支持跟踪 joinquant /ricequant 模拟交易 和 实盘雪球组合, 量化交易组件 | 2023-01-19T03:36:17Z |
| 76 | [machine-learning-course](https://github.com/instillai/machine-learning-course) | 6895 | 1266 | Python | 1 | :speech_balloon: Machine Learning Course with Python:  | 2020-04-21T03:19:13Z |
| 77 | [EZFN-Lobbybot](https://github.com/EZFNDEV/EZFN-Lobbybot) | 6886 | 405 | Python | 27 | With EasyFNBot you can easily create you own Fortnite Lobby Bot in less than 5 minutes which will be online forever! | 2022-05-16T20:57:14Z |
| 78 | [yowsup](https://github.com/tgalal/yowsup) | 6843 | 2253 | Python | 413 | The WhatsApp lib | 2023-02-08T02:26:58Z |
| 79 | [AlphaPose](https://github.com/MVIG-SJTU/AlphaPose) | 6819 | 1831 | Python | 191 | Real-Time and Accurate Full-Body Multi-Person Pose Estimation&Tracking System | 2023-02-08T14:30:00Z |
| 80 | [hydra](https://github.com/facebookresearch/hydra) | 6804 | 556 | Python | 171 | Hydra is a framework for elegantly configuring complex applications | 2023-02-07T13:13:54Z |
| 81 | [sqlalchemy](https://github.com/sqlalchemy/sqlalchemy) | 6784 | 1073 | Python | 146 | The Database Toolkit for Python | 2023-02-18T15:22:36Z |
| 82 | [auto-sklearn](https://github.com/automl/auto-sklearn) | 6742 | 1214 | Python | 141 | Automated Machine Learning with scikit-learn | 2023-02-15T19:31:53Z |
| 83 | [hug](https://github.com/hugapi/hug) | 6704 | 388 | Python | 165 | Embrace the APIs of the future. Hug aims to make developing APIs as simple as possible, but no simpler. | 2022-12-26T20:55:16Z |
| 84 | [pyTelegramBotAPI](https://github.com/eternnoir/pyTelegramBotAPI) | 6558 | 1746 | Python | 1 | Python Telegram bot api. | 2023-02-18T20:46:03Z |
| 85 | [dbt-core](https://github.com/dbt-labs/dbt-core) | 6547 | 1155 | Python | 387 | dbt enables data analysts and engineers to transform their data using the same practices that software engineers use to build applications. | 2023-02-18T14:30:22Z |
| 86 | [cookiecutter-data-science](https://github.com/drivendata/cookiecutter-data-science) | 6495 | 2070 | Python | 41 | A logical, reasonably standardized, but flexible project structure for doing and sharing data science work. | 2023-02-16T14:00:01Z |
| 87 | [metaflow](https://github.com/Netflix/metaflow) | 6405 | 610 | Python | 210 | :rocket: Build and manage real-life data science projects with ease! | 2023-02-18T08:29:47Z |
| 88 | [DeepLearningFlappyBird](https://github.com/yenchenlin/DeepLearningFlappyBird) | 6400 | 2042 | Python | 24 | Flappy Bird hack using Deep Reinforcement Learning (Deep Q-learning). | 2021-12-09T05:07:23Z |
| 89 | [dumb-init](https://github.com/Yelp/dumb-init) | 6127 | 333 | Python | 16 | A minimal init system for Linux containers | 2023-02-07T20:40:13Z |
| 90 | [PythonSpiderNotes](https://github.com/lining0806/PythonSpiderNotes) | 6069 | 2128 | Python | 9 | Python入门网络爬虫之精华版 | 2021-06-21T02:47:57Z |
| 91 | [pkuseg-python](https://github.com/lancopku/pkuseg-python) | 6068 | 958 | Python | 116 | pkuseg多领域中文分词工具; The pkuseg toolkit for multi-domain Chinese word segmentation | 2022-11-05T13:37:41Z |
| 92 | [umap](https://github.com/lmcinnes/umap) | 6050 | 700 | Python | 358 | Uniform Manifold Approximation and Projection | 2023-01-30T22:20:41Z |
| 93 | [PaddleSpeech](https://github.com/PaddlePaddle/PaddleSpeech) | 6040 | 1264 | Python | 115 | Easy-to-use Speech Toolkit including Self-Supervised Learning model, SOTA/Streaming ASR with punctuation, Streaming TTS with text frontend, Speaker Verification System, End-to-End Speech Translation and Keyword Spotting. Won NAACL2022 Best Demo Award. | 2023-02-17T07:43:40Z |
| 94 | [DeepPavlov](https://github.com/deeppavlov/DeepPavlov) | 6037 | 1081 | Python | 55 | An open source library for deep learning end-to-end dialog systems and chatbots. | 2023-02-18T14:16:59Z |
| 95 | [powerline-shell](https://github.com/b-ryan/powerline-shell) | 6016 | 746 | Python | 74 | A beautiful and useful prompt for your shell | 2023-01-12T15:29:15Z |
| 96 | [snownlp](https://github.com/isnowfy/snownlp) | 6009 | 1352 | Python | 40 | Python library for processing Chinese text | 2020-01-19T02:39:05Z |
| 97 | [dev-setup](https://github.com/donnemartin/dev-setup) | 5883 | 1149 | Python | 23 | macOS development environment setup:  Easy-to-understand instructions with automated setup scripts for developer tools like Vim, Sublime Text, Bash, iTerm, Python data analysis, Spark, Hadoop MapReduce, AWS, Heroku, JavaScript web development, Android development, common data stores, and dev-based OS X defaults. | 2022-10-10T21:36:34Z |
| 98 | [asyncpg](https://github.com/MagicStack/asyncpg) | 5848 | 371 | Python | 169 | A fast PostgreSQL Database Client Library for Python/asyncio. | 2023-02-13T20:50:12Z |
| 99 | [taiga-back](https://github.com/taigaio/taiga-back) | 5779 | 1101 | Python | 189 | Agile project management platform. Built on top of Django and AngularJS | 2022-09-04T11:02:45Z |
| 100 | [dowhy](https://github.com/py-why/dowhy) | 5679 | 812 | Python | 109 | DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a unified language for causal inference, combining causal graphical models and potential outcomes frameworks.  | 2023-02-18T20:39:36Z |