[Github Ranking](../README.md)
==========

## Top 100 Stars in Python

| Ranking | Project Name | Stars | Forks | Language | Open Issues | Description | Last Commit |
| ------- | ------------ | ----- | ----- | -------- | ----------- | ----------- | ----------- |
| 1 | [system-design-primer](https://github.com/donnemartin/system-design-primer) | 219036 | 38907 | Python | 180 | Learn how to design large-scale systems. Prep for the system design interview.  Includes Anki flashcards. | 2023-04-30T14:49:53Z |
| 2 | [youtube-dl](https://github.com/ytdl-org/youtube-dl) | 120018 | 8955 | Python | 3824 | Command-line program to download videos from YouTube.com and other video sites | 2023-05-01T15:22:31Z |
| 3 | [thefuck](https://github.com/nvbn/thefuck) | 77141 | 3352 | Python | 213 | Magnificent app which corrects your previous console command. | 2023-04-17T14:08:59Z |
| 4 | [stable-diffusion-webui](https://github.com/AUTOMATIC1111/stable-diffusion-webui) | 70825 | 13407 | Python | 1808 | Stable Diffusion web UI | 2023-05-03T01:30:41Z |
| 5 | [flask](https://github.com/pallets/flask) | 62786 | 15613 | Python | 0 | The Python micro framework for building web applications. | 2023-05-02T17:42:20Z |
| 6 | [keras](https://github.com/keras-team/keras) | 58195 | 19330 | Python | 285 | Deep Learning for humans | 2023-05-02T22:40:31Z |
| 7 | [ansible](https://github.com/ansible/ansible) | 57215 | 23307 | Python | 673 | 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. | 2023-05-03T01:18:16Z |
| 8 | [big-list-of-naughty-strings](https://github.com/minimaxir/big-list-of-naughty-strings) | 44796 | 2135 | Python | 61 | 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. | 2023-04-06T10:47:36Z |
| 9 | [rich](https://github.com/Textualize/rich) | 43102 | 1556 | Python | 94 | Rich is a Python library for rich text and beautiful formatting in the terminal. | 2023-05-02T14:05:20Z |
| 10 | [pandas](https://github.com/pandas-dev/pandas) | 38176 | 16224 | Python | 3384 | Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more | 2023-05-03T00:23:42Z |
| 11 | [ailearning](https://github.com/apachecn/ailearning) | 35296 | 11104 | Python | 3 | AiLearning：数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2 | 2023-02-17T18:00:41Z |
| 12 | [langchain](https://github.com/hwchase17/langchain) | 33788 | 3661 | Python | 924 | ⚡ Building applications with LLMs through composability ⚡ | 2023-05-03T02:03:40Z |
| 13 | [python-cheatsheet](https://github.com/gto76/python-cheatsheet) | 32403 | 5927 | Python | 7 | Comprehensive Python Cheatsheet | 2023-04-13T16:17:20Z |
| 14 | [black](https://github.com/psf/black) | 32194 | 2079 | Python | 355 | The uncompromising Python code formatter | 2023-05-01T16:24:28Z |
| 15 | [linux-insides](https://github.com/0xAX/linux-insides) | 28096 | 3195 | Python | 25 | A little bit about a linux kernel | 2023-04-21T07:58:45Z |
| 16 | [Python](https://github.com/geekcomputers/Python) | 27575 | 11563 | Python | 209 | My Python Examples | 2023-05-02T19:03:23Z |
| 17 | [Detectron](https://github.com/facebookresearch/Detectron) | 25733 | 5506 | Python | 303 | FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet. | 2023-04-20T05:34:43Z |
| 18 | [pytorch-image-models](https://github.com/huggingface/pytorch-image-models) | 25040 | 4104 | Python | 58 | PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more | 2023-05-01T21:22:30Z |
| 19 | [python-fire](https://github.com/google/python-fire) | 24447 | 1386 | Python | 112 | Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object. | 2023-04-07T17:41:10Z |
| 20 | [mmdetection](https://github.com/open-mmlab/mmdetection) | 23990 | 8615 | Python | 609 | OpenMMLab Detection Toolbox and Benchmark | 2023-05-02T12:14:17Z |
| 21 | [pipenv](https://github.com/pypa/pipenv) | 23806 | 1835 | Python | 189 |  Python Development Workflow for Humans. | 2023-05-01T05:24:24Z |
| 22 | [CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries) | 23593 | 3408 | Python | 32 | The OWASP Cheat Sheet Series was created to provide a concise collection of high value information on specific application security topics. | 2023-05-02T13:32:15Z |
| 23 | [DeepSpeed](https://github.com/microsoft/DeepSpeed) | 23556 | 2809 | Python | 688 | DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective. | 2023-05-02T23:09:34Z |
| 24 | [numpy](https://github.com/numpy/numpy) | 23373 | 8063 | Python | 1982 | The fundamental package for scientific computing with Python. | 2023-05-03T00:32:56Z |
| 25 | [jax](https://github.com/google/jax) | 22958 | 2136 | Python | 1122 | Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more | 2023-05-03T02:52:05Z |
| 26 | [cascadia-code](https://github.com/microsoft/cascadia-code) | 22416 | 736 | Python | 113 | This is a fun, new monospaced font that includes programming ligatures and is designed to enhance the modern look and feel of the Windows Terminal. | 2022-12-06T01:05:48Z |
| 27 | [spleeter](https://github.com/deezer/spleeter) | 22355 | 2449 | Python | 172 | Deezer source separation library including pretrained models. | 2023-04-12T02:24:10Z |
| 28 | [fairseq](https://github.com/facebookresearch/fairseq) | 21877 | 5414 | Python | 879 | Facebook AI Research Sequence-to-Sequence Toolkit written in Python. | 2023-04-24T16:09:12Z |
| 29 | [stablediffusion](https://github.com/Stability-AI/stablediffusion) | 21242 | 2570 | Python | 137 | High-Resolution Image Synthesis with Latent Diffusion Models | 2023-04-05T07:45:05Z |
| 30 | [locust](https://github.com/locustio/locust) | 21237 | 2682 | Python | 16 | Write scalable load tests in plain Python 🚗💨 | 2023-04-15T14:38:43Z |
| 31 | [vnpy](https://github.com/vnpy/vnpy) | 20729 | 7852 | Python | 8 | 基于Python的开源量化交易平台开发框架 | 2023-04-26T07:30:36Z |
| 32 | [pytorch-CycleGAN-and-pix2pix](https://github.com/junyanz/pytorch-CycleGAN-and-pix2pix) | 19794 | 5830 | Python | 467 | Image-to-Image Translation in PyTorch | 2023-03-14T20:28:49Z |
| 33 | [textual](https://github.com/Textualize/textual) | 19031 | 560 | Python | 89 | Textual is a Rapid Application Development framework for Python.  Build sophisticated user interfaces with a simple Python API. Run your apps in the terminal and (coming soon) a web browser! | 2023-05-02T16:56:16Z |
| 34 | [kitty](https://github.com/kovidgoyal/kitty) | 18534 | 826 | Python | 16 | Cross-platform, fast, feature-rich, GPU based terminal | 2023-05-02T06:49:03Z |
| 35 | [magenta](https://github.com/magenta/magenta) | 18439 | 3736 | Python | 333 | Magenta: Music and Art Generation with Machine Intelligence | 2023-05-01T17:35:14Z |
| 36 | [MiniGPT-4](https://github.com/Vision-CAIR/MiniGPT-4) | 17439 | 1882 | Python | 111 | MiniGPT-4: Enhancing Vision-language Understanding with Advanced Large Language Models | 2023-05-01T11:02:12Z |
| 37 | [matplotlib](https://github.com/matplotlib/matplotlib) | 17313 | 6870 | Python | 1369 | matplotlib: plotting with Python | 2023-05-02T22:58:58Z |
| 38 | [ungoogled-chromium](https://github.com/ungoogled-software/ungoogled-chromium) | 16479 | 743 | Python | 130 | Google Chromium, sans integration with Google | 2023-05-02T23:15:45Z |
| 39 | [reddit](https://github.com/reddit-archive/reddit) | 16444 | 2902 | Python | 0 | historical code from reddit.com | 2017-10-17T19:57:07Z |
| 40 | [zipline](https://github.com/quantopian/zipline) | 16089 | 4575 | Python | 320 | Zipline, a Pythonic Algorithmic Trading Library | 2023-02-14T17:14:33Z |
| 41 | [python-spider](https://github.com/Jack-Cherish/python-spider) | 16075 | 5779 | 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 |
| 42 | [prophet](https://github.com/facebook/prophet) | 15814 | 4401 | Python | 327 | Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth. | 2023-04-28T23:25:02Z |
| 43 | [magic-wormhole](https://github.com/magic-wormhole/magic-wormhole) | 15756 | 575 | Python | 139 | get things from one computer to another, safely | 2023-05-01T05:34:50Z |
| 44 | [minGPT](https://github.com/karpathy/minGPT) | 14989 | 1740 | Python | 29 | A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training | 2023-02-27T05:59:18Z |
| 45 | [wagtail](https://github.com/wagtail/wagtail) | 14672 | 3179 | Python | 820 | A Django content management system focused on flexibility and user experience | 2023-05-02T15:24:37Z |
| 46 | [gensim](https://github.com/RaRe-Technologies/gensim) | 14274 | 4358 | Python | 365 | Topic Modelling for Humans | 2023-05-01T12:58:41Z |
| 47 | [vit-pytorch](https://github.com/lucidrains/vit-pytorch) | 13930 | 2316 | Python | 103 | Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch | 2023-05-02T15:03:29Z |
| 48 | [vision](https://github.com/pytorch/vision) | 13865 | 6669 | Python | 721 | Datasets, Transforms and Models specific to Computer Vision | 2023-05-02T22:26:03Z |
| 49 | [wechat_jump_game](https://github.com/wangshub/wechat_jump_game) | 13854 | 4399 | Python | 29 | 微信《跳一跳》Python 辅助 | 2022-11-22T02:04:23Z |
| 50 | [yapf](https://github.com/google/yapf) | 13206 | 898 | Python | 373 | A formatter for Python files | 2023-05-02T21:20:04Z |
| 51 | [python-spider](https://github.com/Jack-Cherish/python-spider) | 16075 | 5779 | 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 |
| 52 | [rasa](https://github.com/RasaHQ/rasa) | 16065 | 4318 | Python | 2 | 💬   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 | 2023-05-03T01:29:33Z |
| 53 | [pyspider](https://github.com/binux/pyspider) | 15848 | 3675 | Python | 269 | A Powerful Spider(Web Crawler) System in Python. | 2023-04-16T12:41:59Z |
| 54 | [prophet](https://github.com/facebook/prophet) | 15814 | 4401 | Python | 327 | Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth. | 2023-04-28T23:25:02Z |
| 55 | [magic-wormhole](https://github.com/magic-wormhole/magic-wormhole) | 15756 | 575 | Python | 139 | get things from one computer to another, safely | 2023-05-01T05:34:50Z |
| 56 | [awesome-python-login-model](https://github.com/Kr1s77/awesome-python-login-model) | 15019 | 3199 | Python | 59 | 😮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🌟 | 2022-07-26T16:22:57Z |
| 57 | [baselines](https://github.com/openai/baselines) | 14297 | 4641 | Python | 407 | OpenAI Baselines: high-quality implementations of reinforcement learning algorithms | 2023-04-02T11:36:25Z |
| 58 | [insightface](https://github.com/deepinsight/insightface) | 14140 | 4245 | Python | 1221 | State-of-the-art 2D and 3D Face Analysis Project | 2023-05-03T02:37:31Z |
| 59 | [vit-pytorch](https://github.com/lucidrains/vit-pytorch) | 13930 | 2316 | Python | 103 | Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch | 2023-05-02T15:03:29Z |
| 60 | [vision](https://github.com/pytorch/vision) | 13865 | 6669 | Python | 721 | Datasets, Transforms and Models specific to Computer Vision | 2023-05-02T22:26:03Z |
| 61 | [GHunt](https://github.com/mxrch/GHunt) | 13587 | 1145 | Python | 7 | 🕵️‍♂️ Offensive Google framework. | 2023-04-07T10:13:35Z |
| 62 | [tensor2tensor](https://github.com/tensorflow/tensor2tensor) | 13522 | 3252 | Python | 573 | Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research. | 2023-04-01T10:19:29Z |
| 63 | [imgaug](https://github.com/aleju/imgaug) | 13516 | 2371 | Python | 277 | Image augmentation for machine learning experiments. | 2023-04-13T17:44:10Z |
| 64 | [pydantic](https://github.com/pydantic/pydantic) | 13514 | 1240 | Python | 332 | Data validation using Python type hints | 2023-05-03T02:23:56Z |
| 65 | [wxpy](https://github.com/youfou/wxpy) | 13487 | 2368 | 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 |
| 66 | [ranger](https://github.com/ranger/ranger) | 13271 | 842 | Python | 672 | A VIM-inspired filemanager for the console | 2023-04-25T13:52:20Z |
| 67 | [yapf](https://github.com/google/yapf) | 13206 | 898 | Python | 373 | A formatter for Python files | 2023-05-02T21:20:04Z |
| 68 | [ChatterBot](https://github.com/gunthercox/ChatterBot) | 13204 | 4294 | Python | 329 | ChatterBot is a machine learning, conversational dialog engine for creating chat bots | 2023-03-13T14:12:28Z |
| 69 | [salt](https://github.com/saltstack/salt) | 13175 | 5407 | Python | 2472 | Software to automate the management and configuration of any infrastructure or application at scale. Get access to the Salt software package repository here:  | 2023-05-03T02:28:04Z |
| 70 | [requests-html](https://github.com/psf/requests-html) | 13125 | 944 | Python | 163 | Pythonic HTML Parsing for Humans™ | 2023-04-17T10:54:25Z |
| 71 | [facenet](https://github.com/davidsandberg/facenet) | 13011 | 4799 | Python | 497 | Face recognition using Tensorflow | 2023-03-25T00:05:44Z |
| 72 | [label-studio](https://github.com/heartexlabs/label-studio) | 12824 | 1533 | Python | 395 | Label Studio is a multi-type data labeling and annotation tool with standardized output format | 2023-05-03T02:41:40Z |
| 73 | [discord.py](https://github.com/Rapptz/discord.py) | 12724 | 3616 | Python | 60 | An API wrapper for Discord written in Python. | 2023-05-03T00:19:21Z |
| 74 | [newspaper](https://github.com/codelucas/newspaper) | 12703 | 2018 | Python | 398 | News, full-text, and article metadata extraction in Python 3. Advanced docs: | 2023-04-25T07:57:09Z |
| 75 | [Hello-Python](https://github.com/mouredev/Hello-Python) | 12215 | 831 | Python | 6 | 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 y más... | 2023-04-01T06:34:48Z |
| 76 | [awx](https://github.com/ansible/awx) | 12165 | 3099 | Python | 1335 | AWX provides a web-based user interface, REST API, and task engine built on top of Ansible. It is one of the upstream projects for Red Hat Ansible Automation Platform. | 2023-05-02T20:51:22Z |
| 77 | [unilm](https://github.com/microsoft/unilm) | 12113 | 1789 | Python | 308 | Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities | 2023-04-11T12:57:54Z |
| 78 | [examples-of-web-crawlers](https://github.com/shengqiangzhang/examples-of-web-crawlers) | 12027 | 3622 | Python | 11 | 一些非常有趣的python爬虫例子,对新手比较友好,主要爬取淘宝、天猫、微信、微信读书、豆瓣、QQ等网站。(Some interesting examples of python crawlers that are friendly to beginners. ) | 2022-04-27T14:37:28Z |
| 79 | [mailinabox](https://github.com/mail-in-a-box/mailinabox) | 12002 | 1335 | Python | 453 | Mail-in-a-Box helps individuals take back control of their email by defining a one-click, easy-to-deploy SMTP+everything else server: a mail server in a box. | 2023-04-13T11:20:47Z |
| 80 | [albumentations](https://github.com/albumentations-team/albumentations) | 11939 | 1502 | Python | 340 | Fast image augmentation library and an easy-to-use wrapper around other libraries. Documentation:  https://albumentations.ai/docs/ Paper about the library: https://www.mdpi.com/2078-2489/11/2/125 | 2023-04-21T15:25:17Z |
| 81 | [Zappa](https://github.com/Miserlou/Zappa) | 11895 | 1252 | Python | 604 | Serverless Python | 2023-03-23T13:59:31Z |
| 82 | [nltk](https://github.com/nltk/nltk) | 11895 | 2734 | Python | 227 | NLTK Source | 2023-04-30T23:44:03Z |
| 83 | [pyxel](https://github.com/kitao/pyxel) | 11799 | 750 | Python | 11 | A retro game engine for Python | 2023-04-29T01:49:46Z |
| 84 | [full-stack-fastapi-postgresql](https://github.com/tiangolo/full-stack-fastapi-postgresql) | 11784 | 2151 | Python | 156 | Full stack, modern web application generator. Using FastAPI, PostgreSQL as database, Docker, automatic HTTPS and more. | 2023-04-24T07:37:24Z |
| 85 | [fauxpilot](https://github.com/fauxpilot/fauxpilot) | 11751 | 478 | Python | 41 | FauxPilot - an open-source alternative to GitHub Copilot server | 2023-04-27T04:22:14Z |
| 86 | [dgl](https://github.com/dmlc/dgl) | 11663 | 2805 | Python | 300 | Python package built to ease deep learning on graph, on top of existing DL frameworks. | 2023-05-02T21:43:09Z |
| 87 | [PaddleHub](https://github.com/PaddlePaddle/PaddleHub) | 11632 | 2034 | Python | 539 | Awesome pre-trained models toolkit based on PaddlePaddle. (400+ models including Image, Text, Audio, Video and Cross-Modal with Easy Inference & Serving) | 2023-04-21T11:09:36Z |
| 88 | [clip-as-service](https://github.com/jina-ai/clip-as-service) | 11581 | 2022 | Python | 263 | 🏄 Embed/reason/rank images and sentences with CLIP models | 2023-04-19T08:27:20Z |
| 89 | [spotify-downloader](https://github.com/spotDL/spotify-downloader) | 11482 | 1254 | Python | 10 | Download your Spotify playlists and songs along with album art and metadata (from YouTube if a match is found). | 2023-05-01T12:08:32Z |
| 90 | [dvc](https://github.com/iterative/dvc) | 11446 | 1055 | Python | 575 | 🦉 Data Version Control \| Git for Data & Models \| ML Experiments Management | 2023-05-02T17:54:49Z |
| 91 | [DeepFaceLive](https://github.com/iperov/DeepFaceLive) | 11228 | 1504 | Python | 1 | Real-time face swap for PC streaming or video calls | 2023-04-27T06:46:21Z |
| 92 | [impacket](https://github.com/fortra/impacket) | 11042 | 3148 | Python | 163 | Impacket is a collection of Python classes for working with network protocols. | 2023-05-02T22:43:17Z |
| 93 | [dask](https://github.com/dask/dask) | 10966 | 1612 | Python | 753 | Parallel computing with task scheduling | 2023-05-02T22:04:35Z |
| 94 | [mycli](https://github.com/dbcli/mycli) | 10858 | 646 | Python | 182 | A Terminal Client for MySQL with AutoCompletion and Syntax Highlighting. | 2023-04-20T20:09:20Z |
| 95 | [ChatPaper](https://github.com/kaixindelele/ChatPaper) | 10849 | 1114 | Python | 31 | Use ChatGPT to summarize the arXiv papers. 全流程加速科研，利用chatgpt进行论文总结+润色+审稿+审稿回复 | 2023-04-29T15:23:54Z |
| 96 | [Pillow](https://github.com/python-pillow/Pillow) | 10778 | 2034 | Python | 84 | Python Imaging Library (Fork) | 2023-05-02T22:42:50Z |
| 97 | [Swin-Transformer](https://github.com/microsoft/Swin-Transformer) | 10721 | 1774 | Python | 135 | This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows". | 2023-04-11T14:03:58Z |
| 98 | [backtrader](https://github.com/mementum/backtrader) | 10579 | 3284 | Python | 0 | Python Backtesting library for trading strategies | 2023-04-19T14:14:56Z |
| 99 | [ivy](https://github.com/unifyai/ivy) | 10525 | 3820 | Python | 1532 | The Unified Machine Learning Framework | 2023-05-03T02:57:24Z |
| 100 | [moviepy](https://github.com/Zulko/moviepy) | 10404 | 1369 | Python | 296 | Video editing with Python | 2023-05-02T13:23:47Z |