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

## Top 100 Stars in Python

| Ranking | Project Name | Stars | Forks | Language | Open Issues | Description | Last Commit |
| ------- | ------------ | ----- | ----- | -------- | ----------- | ----------- | ----------- |
| 1 | [Python](https://github.com/TheAlgorithms/Python) | 174588 | 43645 | Python | 24 | All Algorithms implemented in Python | 2024-01-08T18:16:30Z |
| 2 | [transformers](https://github.com/huggingface/transformers) | 118320 | 23676 | Python | 722 | 🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX. | 2024-01-09T00:14:33Z |
| 3 | [Open-Assistant](https://github.com/LAION-AI/Open-Assistant) | 36094 | 3272 | Python | 224 | OpenAssistant is a chat-based assistant that understands tasks, can interact with third-party systems, and retrieve information dynamically to do so. | 2024-01-06T18:47:41Z |
| 4 | [ccxt](https://github.com/ccxt/ccxt) | 30041 | 7386 | Python | 752 | A JavaScript / TypeScript / Python / C# / PHP cryptocurrency trading API with support for more than 100 bitcoin/altcoin exchanges | 2024-01-08T20:36:51Z |
| 5 | [spaCy](https://github.com/explosion/spaCy) | 27949 | 4353 | Python | 75 | 💫 Industrial-strength Natural Language Processing (NLP) in Python | 2024-01-05T13:20:58Z |
| 6 | [django-rest-framework](https://github.com/encode/django-rest-framework) | 26944 | 6837 | Python | 74 | Web APIs for Django. 🎸 | 2024-01-05T21:27:22Z |
| 7 | [jumpserver](https://github.com/jumpserver/jumpserver) | 22876 | 5257 | Python | 55 | JumpServer 是广受欢迎的开源堡垒机，是符合 4A 规范的专业运维安全审计系统。 | 2024-01-08T11:24:41Z |
| 8 | [celery](https://github.com/celery/celery) | 22839 | 4599 | Python | 596 | Distributed Task Queue (development branch) | 2024-01-09T01:41:25Z |
| 9 | [algo](https://github.com/wangzheng0822/algo) | 22442 | 7039 | Python | 102 | 数据结构和算法必知必会的50个代码实现 | 2024-01-05T03:09:17Z |
| 10 | [gpt-2](https://github.com/openai/gpt-2) | 20470 | 5243 | Python | 123 | Code for the paper "Language Models are Unsupervised Multitask Learners" | 2023-11-19T17:51:57Z |
| 11 | [Hello-Python](https://github.com/mouredev/Hello-Python) | 18384 | 1241 | Python | 12 | Curso para aprender el lenguaje de programación Python desde cero y para principiantes. 75 clases, 37 horas en vídeo, código, proyectos y grupo de chat. Fundamentos, frontend, backend, testing, IA... | 2023-12-15T14:28:28Z |
| 12 | [rasa](https://github.com/RasaHQ/rasa) | 17434 | 4498 | 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 | 2024-01-08T16:04:23Z |
| 13 | [pydantic](https://github.com/pydantic/pydantic) | 17162 | 1575 | Python | 307 | Data validation using Python type hints | 2024-01-08T15:19:16Z |
| 14 | [luigi](https://github.com/spotify/luigi) | 17009 | 2388 | Python | 96 | 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.  | 2024-01-08T12:41:14Z |
| 15 | [ChatPaper](https://github.com/kaixindelele/ChatPaper) | 16674 | 1827 | Python | 63 | Use ChatGPT to summarize the arXiv papers. 全流程加速科研，利用chatgpt进行论文全文总结+专业翻译+润色+审稿+审稿回复 | 2024-01-05T07:59:59Z |
| 16 | [pyspider](https://github.com/binux/pyspider) | 16155 | 3731 | Python | 273 | A Powerful Spider(Web Crawler) System in Python. | 2023-07-05T17:04:26Z |
| 17 | [tensor2tensor](https://github.com/tensorflow/tensor2tensor) | 14468 | 3405 | Python | 575 | Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research. | 2023-06-02T18:55:09Z |
| 18 | [langflow](https://github.com/logspace-ai/langflow) | 14071 | 2119 | Python | 85 | ⛓️ Langflow is a UI for LangChain, designed with react-flow to provide an effortless way to experiment and prototype flows. | 2024-01-08T19:52:23Z |
| 19 | [salt](https://github.com/saltstack/salt) | 13692 | 5510 | Python | 2413 | Software to automate the management and configuration of any infrastructure or application at scale. Get access to the Salt software package repository here:  | 2024-01-09T03:02:21Z |
| 20 | [wxpy](https://github.com/youfou/wxpy) | 13676 | 2384 | 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 |
| 21 | [pyxel](https://github.com/kitao/pyxel) | 12819 | 840 | Python | 9 | A retro game engine for Python | 2024-01-09T00:30:07Z |
| 22 | [nltk](https://github.com/nltk/nltk) | 12674 | 2824 | Python | 250 | NLTK Source | 2024-01-05T08:43:30Z |
| 23 | [dgl](https://github.com/dmlc/dgl) | 12621 | 2924 | Python | 348 | Python package built to ease deep learning on graph, on top of existing DL frameworks. | 2024-01-08T22:32:49Z |
| 24 | [LLaVA](https://github.com/haotian-liu/LLaVA) | 12262 | 1267 | Python | 452 | [NeurIPS'23 Oral] Visual Instruction Tuning (LLaVA) built towards GPT-4V level capabilities and beyond. | 2024-01-03T13:35:38Z |
| 25 | [clip-as-service](https://github.com/jina-ai/clip-as-service) | 12037 | 2056 | Python | 279 | 🏄 Scalable embedding, reasoning, ranking for images and sentences with CLIP | 2024-01-05T09:00:44Z |
| 26 | [Zappa](https://github.com/Miserlou/Zappa) | 11906 | 1285 | Python | 602 | Serverless Python | 2023-03-23T13:59:31Z |
| 27 | [mycli](https://github.com/dbcli/mycli) | 11145 | 654 | Python | 197 | A Terminal Client for MySQL with AutoCompletion and Syntax Highlighting. | 2023-10-17T13:37:04Z |
| 28 | [pyodide](https://github.com/pyodide/pyodide) | 10883 | 735 | Python | 400 | Pyodide is a Python distribution for the browser and Node.js based on WebAssembly | 2024-01-08T14:12:55Z |
| 29 | [stylegan2](https://github.com/NVlabs/stylegan2) | 10685 | 2521 | Python | 0 | StyleGAN2 - Official TensorFlow Implementation | 2023-04-03T22:07:58Z |
| 30 | [Statistical-Learning-Method_Code](https://github.com/Dod-o/Statistical-Learning-Method_Code) | 10518 | 2838 | Python | 14 | 手写实现李航《统计学习方法》书中全部算法 | 2023-11-25T09:14:23Z |
| 31 | [faceai](https://github.com/vipstone/faceai) | 10445 | 2478 | Python | 34 | 一款入门级的人脸、视频、文字检测以及识别的项目. | 2020-04-16T12:16:19Z |
| 32 | [chroma](https://github.com/chroma-core/chroma) | 10392 | 848 | Python | 239 | the AI-native open-source embedding database | 2024-01-08T13:36:49Z |
| 33 | [word_cloud](https://github.com/amueller/word_cloud) | 9826 | 2360 | Python | 93 | A little word cloud generator in Python | 2024-01-01T13:12:13Z |
| 34 | [thumbor](https://github.com/thumbor/thumbor) | 9757 | 835 | Python | 14 | thumbor is an open-source photo thumbnail service by globo.com | 2024-01-08T20:39:48Z |
| 35 | [fail2ban](https://github.com/fail2ban/fail2ban) | 9550 | 1198 | Python | 136 | Daemon to ban hosts that cause multiple authentication errors | 2024-01-03T12:44:08Z |
| 36 | [maigret](https://github.com/soxoj/maigret) | 9323 | 721 | Python | 122 | 🕵️‍♂️ Collect a dossier on a person by username from thousands of sites | 2023-12-18T06:09:34Z |
| 37 | [portia](https://github.com/scrapinghub/portia) | 9079 | 1425 | Python | 112 | Visual scraping for Scrapy | 2023-09-06T14:08:43Z |
| 38 | [flash-attention](https://github.com/Dao-AILab/flash-attention) | 8958 | 760 | Python | 303 | Fast and memory-efficient exact attention | 2024-01-08T17:59:00Z |
| 39 | [robotframework](https://github.com/robotframework/robotframework) | 8624 | 2214 | Python | 219 | Generic automation framework for acceptance testing and RPA | 2024-01-08T09:49:25Z |
| 40 | [buzz](https://github.com/chidiwilliams/buzz) | 8552 | 643 | Python | 86 | Buzz transcribes and translates audio offline on your personal computer. Powered by OpenAI's Whisper. | 2024-01-08T01:45:31Z |
| 41 | [Telethon](https://github.com/LonamiWebs/Telethon) | 8551 | 1351 | Python | 39 | Pure Python 3 MTProto API Telegram client library, for bots too! | 2024-01-04T12:01:48Z |
| 42 | [PythonPark](https://github.com/Jack-Cherish/PythonPark) | 8278 | 1522 | Python | 1 | 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。 | 2023-11-24T06:13:13Z |
| 43 | [attention-is-all-you-need-pytorch](https://github.com/jadore801120/attention-is-all-you-need-pytorch) | 8163 | 1888 | Python | 63 | A PyTorch implementation of the Transformer model in "Attention is All You Need". | 2023-10-05T02:14:06Z |
| 44 | [tiktoken](https://github.com/openai/tiktoken) | 8055 | 555 | Python | 23 | tiktoken is a fast BPE tokeniser for use with OpenAI's models. | 2024-01-06T18:59:22Z |
| 45 | [DAIN](https://github.com/baowenbo/DAIN) | 8046 | 839 | Python | 76 | Depth-Aware Video Frame Interpolation (CVPR 2019) | 2023-02-13T12:40:12Z |
| 46 | [microk8s](https://github.com/canonical/microk8s) | 7889 | 750 | Python | 218 | MicroK8s is a small, fast, single-package Kubernetes for datacenters and the edge. | 2024-01-07T10:04:53Z |
| 47 | [RobustVideoMatting](https://github.com/PeterL1n/RobustVideoMatting) | 7882 | 1071 | Python | 92 | Robust Video Matting in PyTorch, TensorFlow, TensorFlow.js, ONNX, CoreML! | 2023-10-22T21:09:29Z |
| 48 | [yewtube](https://github.com/mps-youtube/yewtube) | 7781 | 649 | Python | 187 | yewtube, forked from mps-youtube , is a Terminal based YouTube player and downloader. No Youtube API key required. | 2023-11-23T23:25:02Z |
| 49 | [hacktricks](https://github.com/carlospolop/hacktricks) | 7628 | 2295 | Python | 19 | 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. | 2024-01-08T13:58:05Z |
| 50 | [PaddleGAN](https://github.com/PaddlePaddle/PaddleGAN) | 7501 | 1229 | Python | 264 | 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. | 2023-12-05T11:57:07Z |
| 51 | [pointnet2](https://github.com/charlesq34/pointnet2) | 2845 | 882 | Python | 173 | PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space | 2022-08-26T00:39:24Z |
| 52 | [RocketMap](https://github.com/RocketMap/RocketMap) | 2803 | 1520 | Python | 32 | 🌏 Live visualization of all the pokemon in your area... and more! | 2018-04-02T19:48:05Z |
| 53 | [wifi-password](https://github.com/sdushantha/wifi-password) | 2757 | 331 | Python | 13 | Quickly fetch your WiFi password and if needed, generate a QR code of your WiFi to allow phones to easily connect | 2022-12-26T19:10:49Z |
| 54 | [graphics](https://github.com/tensorflow/graphics) | 2738 | 369 | Python | 83 | TensorFlow Graphics: Differentiable Graphics Layers for TensorFlow | 2023-12-15T22:52:18Z |
| 55 | [oletools](https://github.com/decalage2/oletools) | 2657 | 552 | Python | 442 | oletools - python tools to analyze MS OLE2 files (Structured Storage, Compound File Binary Format) and MS Office documents, for malware analysis, forensics and debugging. | 2023-12-28T09:49:45Z |
| 56 | [interactive-deep-colorization](https://github.com/junyanz/interactive-deep-colorization) | 2654 | 451 | Python | 33 | Deep learning software for colorizing black and white images with a few clicks. | 2022-07-29T10:15:32Z |
| 57 | [alphatensor](https://github.com/google-deepmind/alphatensor) | 2586 | 218 | Python | 4 | None | 2022-10-30T03:01:26Z |
| 58 | [trackerjacker](https://github.com/calebmadrigal/trackerjacker) | 2549 | 190 | Python | 17 | Like nmap for mapping wifi networks you're not connected to, plus device tracking | 2020-12-24T20:53:31Z |
| 59 | [vcrpy](https://github.com/kevin1024/vcrpy) | 2549 | 362 | Python | 86 | Automatically mock your HTTP interactions to simplify and speed up testing | 2024-01-05T19:37:13Z |
| 60 | [WinPwnage](https://github.com/rootm0s/WinPwnage) | 2529 | 390 | Python | 3 | UAC bypass, Elevate, Persistence methods | 2023-02-13T09:43:13Z |
| 61 | [django-webpack-loader](https://github.com/django-webpack/django-webpack-loader) | 2486 | 342 | Python | 7 | Transparently use webpack with django | 2023-12-29T18:08:11Z |
| 62 | [explore-python](https://github.com/ethan-funny/explore-python) | 2465 | 586 | Python | 9 | :green_book: The Beauty of Python Programming. | 2023-02-07T10:05:14Z |
| 63 | [maml](https://github.com/cbfinn/maml) | 2442 | 588 | Python | 42 | Code for "Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks" | 2020-01-19T22:05:37Z |
| 64 | [keras-bert](https://github.com/CyberZHG/keras-bert) | 2426 | 512 | Python | 2 | Implementation of BERT that could load official pre-trained models for feature extraction and prediction | 2022-01-22T10:33:11Z |
| 65 | [pyyaml](https://github.com/yaml/pyyaml) | 2354 | 511 | Python | 195 | Canonical source repository for PyYAML | 2023-12-29T23:09:27Z |
| 66 | [khal](https://github.com/pimutils/khal) | 2349 | 191 | Python | 186 | :calendar: CLI calendar application | 2024-01-08T20:32:49Z |
| 67 | [Watson](https://github.com/TailorDev/Watson) | 2349 | 237 | Python | 99 | :watch: A wonderful CLI to track your time! | 2023-06-23T08:53:18Z |
| 68 | [Faster-RCNN_TF](https://github.com/smallcorgi/Faster-RCNN_TF) | 2345 | 1130 | Python | 248 | Faster-RCNN in Tensorflow | 2021-10-28T09:17:08Z |
| 69 | [kube-shell](https://github.com/cloudnativelabs/kube-shell) | 2342 | 179 | Python | 58 | Kubernetes shell: An integrated shell for working with the Kubernetes | 2022-11-02T12:34:48Z |
| 70 | [pg_activity](https://github.com/dalibo/pg_activity) | 2326 | 180 | Python | 10 | pg_activity is a top like application for PostgreSQL server activity monitoring. | 2023-12-20T13:36:48Z |
| 71 | [git-of-theseus](https://github.com/erikbern/git-of-theseus) | 2301 | 92 | Python | 10 | Analyze how a Git repo grows over time | 2023-11-25T17:04:17Z |
| 72 | [redis-in-action](https://github.com/josiahcarlson/redis-in-action) | 2220 | 1179 | Python | 7 | Example code from the book | 2023-05-24T19:35:00Z |
| 73 | [czsc](https://github.com/waditu/czsc) | 2217 | 829 | Python | 11 | 缠中说禅技术分析工具；缠论；股票；期货；Quant；量化交易 | 2024-01-08T11:45:32Z |
| 74 | [dateutil](https://github.com/dateutil/dateutil) | 2189 | 470 | Python | 290 | Useful extensions to the standard Python datetime features | 2024-01-03T21:07:31Z |
| 75 | [i3wm-themer](https://github.com/stav121/i3wm-themer) | 2148 | 253 | Python | 19 |  🎨 Theme collection manager for i3-wm | 2024-01-05T08:49:52Z |
| 76 | [SublimeREPL](https://github.com/wuub/SublimeREPL) | 2138 | 362 | Python | 252 | SublimeREPL - run an interpreter inside ST2 (Clojure, CoffeeScript, F#, Groovy, Haskell, Lua, MozRepl, NodeJS, Python, R, Ruby, Scala, shell or configure one yourself) | 2021-05-24T05:41:06Z |
| 77 | [lc-all-solutions](https://github.com/csujedihy/lc-all-solutions) | 2136 | 739 | Python | 3 | My own leetcode solutions by python | 2022-04-10T23:22:39Z |
| 78 | [Ligaturizer](https://github.com/ToxicFrog/Ligaturizer) | 2128 | 114 | Python | 18 | Programming Fonts with Ligatures added (& a script to add them to other fonts) | 2023-06-13T23:34:04Z |
| 79 | [flowblade](https://github.com/jliljebl/flowblade) | 2127 | 173 | Python | 43 | Video Editor for Linux | 2024-01-06T09:21:23Z |
| 80 | [KomodoEdit](https://github.com/Komodo/KomodoEdit) | 2120 | 311 | Python | 1192 | Komodo Edit is a fast and free multi-language code editor. Written in JS, Python, C++ and based on the Mozilla platform. | 2023-11-15T00:18:20Z |
| 81 | [requests-futures](https://github.com/ross/requests-futures) | 2074 | 158 | Python | 0 | Asynchronous Python HTTP Requests for Humans using Futures | 2023-10-26T23:35:43Z |
| 82 | [deepspeech.pytorch](https://github.com/SeanNaren/deepspeech.pytorch) | 2065 | 628 | Python | 6 | Speech Recognition using DeepSpeech2. | 2022-12-13T15:05:51Z |
| 83 | [bass](https://github.com/edc/bass) | 2063 | 77 | Python | 11 | Make Bash utilities usable in Fish shell | 2023-12-16T23:50:52Z |
| 84 | [frankmocap](https://github.com/facebookresearch/frankmocap) | 2063 | 369 | Python | 21 | A Strong and Easy-to-use Single View 3D Hand+Body Pose Estimator | 2022-11-21T20:42:18Z |
| 85 | [SeqGAN](https://github.com/LantaoYu/SeqGAN) | 2062 | 717 | Python | 33 | Implementation of Sequence Generative Adversarial Nets with Policy Gradient | 2019-03-10T15:29:18Z |
| 86 | [dongbei](https://github.com/zhanyong-wan/dongbei) | 2059 | 137 | Python | 26 | 东北方言编程语言 | 2022-07-13T02:40:49Z |
| 87 | [handout](https://github.com/danijar/handout) | 2000 | 106 | Python | 12 | Turn Python scripts into handouts with Markdown and figures | 2021-08-28T07:48:24Z |
| 88 | [jmespath.py](https://github.com/jmespath/jmespath.py) | 1996 | 175 | Python | 39 | JMESPath is a query language for JSON. | 2023-09-18T04:41:58Z |
| 89 | [Algorithm_Interview_Notes-Chinese](https://github.com/DarLiner/Algorithm_Interview_Notes-Chinese) | 1966 | 541 | Python | 3 | 2018/2019/校招/春招/秋招/自然语言处理(NLP)/深度学习(Deep Learning)/机器学习(Machine Learning)/C/C++/Python/面试笔记，此外，还包括创建者看到的所有机器学习/深度学习面经中的问题。 除了其中 DL/ML 相关的，其他与算法岗相关的计算机知识也会记录。 但是不会包括如前端/测试/JAVA/Android等岗位中有关的问题。 | 2018-12-04T04:03:39Z |
| 90 | [pyrsistent](https://github.com/tobgu/pyrsistent) | 1943 | 141 | Python | 23 | Persistent/Immutable/Functional data structures for Python | 2023-10-26T14:20:29Z |
| 91 | [Minigrid](https://github.com/Farama-Foundation/Minigrid) | 1936 | 578 | Python | 10 |  Simple and easily configurable grid world environments for reinforcement learning | 2024-01-08T14:31:23Z |
| 92 | [GPy](https://github.com/SheffieldML/GPy) | 1927 | 579 | Python | 228 | Gaussian processes framework in python  | 2023-12-20T22:43:29Z |
| 93 | [wemake-django-template](https://github.com/wemake-services/wemake-django-template) | 1873 | 212 | Python | 33 | Bleeding edge django template focused on code quality and security. | 2024-01-09T02:25:10Z |
| 94 | [Anime2Sketch](https://github.com/Mukosame/Anime2Sketch) | 1858 | 159 | Python | 6 | A sketch extractor for anime/illustration. | 2023-08-16T06:44:46Z |
| 95 | [gpt-2-output-dataset](https://github.com/openai/gpt-2-output-dataset) | 1842 | 527 | Python | 27 | Dataset of GPT-2 outputs for research in detection, biases, and more | 2023-12-13T03:03:19Z |
| 96 | [torchsample](https://github.com/ncullen93/torchsample) | 1834 | 301 | Python | 47 | High-Level Training, Data Augmentation, and Utilities for Pytorch | 2023-10-16T13:35:33Z |
| 97 | [Openaibot](https://github.com/LlmKira/Openaibot) | 1828 | 220 | Python | 15 | ⚡️ Build Your Own ChatGptBot\|🧀 Discord/Slack/Kook/Telegram \|🍓 复刻 ChatGpt 架构 \|⛓ ToolCall/FunctionCall\|🔖  Plugin Support \| 🌻 Docker Deploy | 2023-12-23T03:39:53Z |
| 98 | [lion-pytorch](https://github.com/lucidrains/lion-pytorch) | 1821 | 47 | Python | 7 | 🦁 Lion, new optimizer discovered by Google Brain using genetic algorithms that is purportedly better than Adam(w), in Pytorch | 2023-07-28T09:39:20Z |
| 99 | [CornerNet-Lite](https://github.com/princeton-vl/CornerNet-Lite) | 1777 | 441 | Python | 111 | None | 2019-04-19T04:41:03Z |
| 100 | [asciichart](https://github.com/kroitor/asciichart) | 1745 | 130 | Python | 13 | Nice-looking lightweight console ASCII line charts ╭┈╯ for NodeJS, browsers and terminal, no dependencies | 2023-10-20T02:54:55Z |