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Github Ranking
Top 100 Stars in Python
| Ranking | Project Name | Stars | Forks | Language | Open Issues | Description | Last Commit |
|---|---|---|---|---|---|---|---|
| 1 | Auto-GPT | 142206 | 30448 | Python | 585 | An experimental open-source attempt to make GPT-4 fully autonomous. | 2023-07-02T01:23:39Z |
| 2 | Python-100-Days | 137195 | 49366 | Python | 500 | Python - 100天从新手到大师 | 2023-07-01T20:55:17Z |
| 3 | Deep-Learning-Papers-Reading-Roadmap | 35494 | 7251 | Python | 49 | Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech! | 2022-11-27T13:18:32Z |
| 4 | TaskMatrix | 33486 | 3241 | Python | 193 | None | 2023-06-29T08:44:29Z |
| 5 | shadowsocks | 33415 | 19057 | Python | 0 | None | 2022-11-27T06:10:06Z |
| 6 | XX-Net | 32113 | 7800 | Python | 7861 | A proxy tool to bypass GFW. | 2023-06-18T01:13:19Z |
| 7 | PaddleOCR | 31390 | 6401 | Python | 1700 | 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) | 2023-06-30T03:59:42Z |
| 8 | jieba | 30840 | 6693 | Python | 609 | 结巴中文分词 | 2022-07-17T00:34:33Z |
| 9 | ColossalAI | 30530 | 3561 | Python | 262 | Making large AI models cheaper, faster and more accessible | 2023-06-30T11:24:57Z |
| 10 | MockingBird | 29829 | 4547 | Python | 432 | 🚀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 | 2023-06-15T09:39:15Z |
| 11 | HanLP | 29517 | 8423 | Python | 8 | 中文分词 词性标注 命名实体识别 依存句法分析 成分句法分析 语义依存分析 语义角色标注 指代消解 风格转换 语义相似度 新词发现 关键词短语提取 自动摘要 文本分类聚类 拼音简繁转换 自然语言处理 | 2023-05-23T22:07:05Z |
| 12 | DragGAN | 28532 | 3040 | Python | 79 | Official Code for DragGAN (SIGGRAPH 2023) | 2023-06-30T14:28:13Z |
| 13 | ray | 26390 | 4926 | Python | 2705 | Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a toolkit of libraries (Ray AIR) for accelerating ML workloads. | 2023-07-01T21:17:13Z |
| 14 | streamlit | 25706 | 2263 | Python | 640 | Streamlit — A faster way to build and share data apps. | 2023-07-01T16:10:32Z |
| 15 | stanford_alpaca | 25499 | 3650 | Python | 154 | Code and documentation to train Stanford's Alpaca models, and generate the data. | 2023-06-07T06:54:43Z |
| 16 | ItChat | 24016 | 5500 | Python | 250 | 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。 | 2023-03-15T06:34:38Z |
| 17 | hosts | 23414 | 2005 | Python | 51 | 🔒 Consolidating and extending hosts files from several well-curated sources. Optionally pick extensions for porn, social media, and other categories. | 2023-07-01T16:05:30Z |
| 18 | OpenBBTerminal | 22683 | 2226 | Python | 198 | Investment Research for Everyone, Everywhere. | 2023-07-01T22:35:34Z |
| 19 | Awesome-Linux-Software | 19438 | 1928 | Python | 7 | 🐧 A list of awesome Linux softwares | 2023-07-01T20:24:15Z |
| 20 | PythonRobotics | 19072 | 5895 | Python | 14 | Python sample codes for robotics algorithms. | 2023-07-02T01:18:27Z |
| 21 | dash | 18922 | 1901 | Python | 710 | Data Apps & Dashboards for Python. No JavaScript Required. | 2023-06-29T20:21:04Z |
| 22 | insightface | 16404 | 4486 | Python | 892 | State-of-the-art 2D and 3D Face Analysis Project | 2023-06-25T15:19:04Z |
| 23 | recommenders | 15945 | 2763 | Python | 162 | Best Practices on Recommendation Systems | 2023-06-30T13:19:50Z |
| 24 | loguru | 15239 | 618 | Python | 104 | Python logging made (stupidly) simple | 2023-07-01T18:31:16Z |
| 25 | Hitomi-Downloader | 14726 | 1531 | Python | 2312 | 🍰 Desktop utility to download images/videos/music/text from various websites, and more. | 2023-06-23T04:52:18Z |
| 26 | baselines | 14537 | 4732 | Python | 409 | OpenAI Baselines: high-quality implementations of reinforcement learning algorithms | 2023-04-02T11:36:25Z |
| 27 | chatgpt-on-wechat | 14010 | 4072 | Python | 118 | Wechat robot based on ChatGPT, which using OpenAI api and itchat library. 使用ChatGPT搭建微信聊天机器人，基于GPT3.5/4.0 API实现，支持个人微信、公众号、企业微信部署，能处理文本、语音和图片，访问操作系统和互联网。 | 2023-07-01T10:37:07Z |
| 28 | GHunt | 13826 | 1170 | Python | 15 | 🕵️♂️ Offensive Google framework. | 2023-06-10T05:48:07Z |
| 29 | imgaug | 13636 | 2383 | Python | 279 | Image augmentation for machine learning experiments. | 2023-06-19T03:44:37Z |
| 30 | awesome-oss-alternatives | 13583 | 718 | Python | 5 | Awesome list of open-source startup alternatives to well-known SaaS products 🚀 | 2023-06-28T01:09:17Z |
| 31 | mackup | 13303 | 918 | Python | 282 | Keep your application settings in sync (OS X/Linux) | 2023-06-30T19:33:48Z |
| 32 | unilm | 13043 | 1895 | Python | 345 | Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities | 2023-07-02T02:33:00Z |
| 33 | searx | 12938 | 1731 | Python | 301 | Privacy-respecting metasearch engine | 2023-07-01T06:10:33Z |
| 34 | learn_python3_spider | 12700 | 3158 | Python | 26 | python爬虫教程系列、从0到1学习python爬虫，包括浏览器抓包，手机APP抓包，如 fiddler、mitmproxy，各种爬虫涉及的模块的使用，如：requests、beautifulSoup、selenium、appium、scrapy等，以及IP代理，验证码识别，Mysql，MongoDB数据库的python使用，多线程多进程爬虫的使用，css 爬虫加密逆向破解，JS爬虫逆向，分布式爬虫，爬虫项目实战实例等 | 2023-03-30T17:03:58Z |
| 35 | PySimpleGUI | 11771 | 1741 | Python | 704 | Launched in 2018. It's 2023 and PySimpleGUI is actively developed & supported. Create complex windows simply. Supports tkinter, Qt, WxPython, Remi (in browser). Create GUI applications trivially with a full set of widgets. Multi-Window applications are also simple. 3.4 to 3.11 supported. 325+ Demo programs & Cookbook for rapid start. Extensive docs | 2023-06-25T17:30:19Z |
| 36 | redis-py | 11585 | 2381 | Python | 161 | Redis Python Client | 2023-07-01T23:20:28Z |
| 37 | awesome-aws | 11576 | 1613 | Python | 5 | A curated list of awesome Amazon Web Services (AWS) libraries, open source repos, guides, blogs, and other resources. Featuring the Fiery Meter of AWSome. | 2023-06-07T09:47:41Z |
| 38 | ChuanhuChatGPT | 11445 | 1801 | Python | 52 | GUI for ChatGPT API and many LLMs | 2023-06-29T09:22:24Z |
| 39 | mlc-llm | 10203 | 695 | Python | 59 | Enable everyone to develop, optimize and deploy AI models natively on everyone's devices. | 2023-07-01T02:53:58Z |
| 40 | theZoo | 9846 | 2398 | Python | 55 | A repository of LIVE malwares for your own joy and pleasure. theZoo is a project created to make the possibility of malware analysis open and available to the public. | 2023-06-08T22:54:03Z |
| 41 | PaddleNLP | 9557 | 2529 | Python | 428 | 👑 Easy-to-use and powerful NLP library with 🤗 Awesome model zoo, supporting wide-range of NLP tasks from research to industrial applications, including 🗂Text Classification, 🔍 Neural Search, ❓ Question Answering, ℹ️ Information Extraction, 📄 Document Intelligence, 💌 Sentiment Analysis and 🖼 Diffusion AIGC system etc. | 2023-06-30T13:31:37Z |
| 42 | scientific-visualization-book | 9449 | 913 | Python | 17 | An open access book on scientific visualization using python and matplotlib | 2023-05-22T14:24:59Z |
| 43 | jinja | 9332 | 1567 | Python | 53 | A very fast and expressive template engine. | 2023-07-01T16:21:30Z |
| 44 | coursera-dl | 9074 | 2175 | Python | 177 | Script for downloading Coursera.org videos and naming them. | 2023-07-01T05:39:55Z |
| 45 | gunicorn | 9004 | 1660 | Python | 262 | gunicorn 'Green Unicorn' is a WSGI HTTP Server for UNIX, fast clients and sleepy applications. | 2023-06-29T14:53:45Z |
| 46 | fuzzywuzzy | 8898 | 897 | Python | 82 | Fuzzy String Matching in Python | 2023-02-24T19:00:26Z |
| 47 | numba | 8710 | 1052 | Python | 1366 | NumPy aware dynamic Python compiler using LLVM | 2023-06-30T22:21:18Z |
| 48 | OpenChatKit | 8640 | 969 | Python | 63 | None | 2023-06-30T23:31:02Z |
| 49 | TextBlob | 8615 | 1119 | Python | 101 | Simple, Pythonic, text processing--Sentiment analysis, part-of-speech tagging, noun phrase extraction, translation, and more. | 2023-03-11T18:17:17Z |
| 50 | kedro | 8482 | 801 | Python | 303 | Kedro is a toolbox for production-ready data science. It uses software engineering best practices to help you create data engineering and data science pipelines that are reproducible, maintainable, and modular. | 2023-06-30T17:06:02Z |
| 51 | mycli | 10953 | 649 | Python | 185 | A Terminal Client for MySQL with AutoCompletion and Syntax Highlighting. | 2023-05-21T07:56:59Z |
| 52 | evals | 10938 | 2121 | Python | 67 | Evals is a framework for evaluating LLMs and LLM systems, and an open-source registry of benchmarks. | 2023-07-01T22:35:27Z |
| 53 | seaborn | 10864 | 1733 | Python | 123 | Statistical data visualization in Python | 2023-07-02T01:05:57Z |
| 54 | fast-style-transfer | 10763 | 2650 | Python | 99 | TensorFlow CNN for fast style transfer ⚡🖥🎨🖼 | 2023-05-18T00:04:27Z |
| 55 | stylegan2 | 10483 | 2500 | Python | 0 | StyleGAN2 - Official TensorFlow Implementation | 2023-04-03T22:07:58Z |
| 56 | numpy-100 | 10467 | 5151 | Python | 26 | 100 numpy exercises (with solutions) | 2023-04-03T07:26:06Z |
| 57 | pyodide | 10190 | 672 | Python | 348 | Pyodide is a Python distribution for the browser and Node.js based on WebAssembly | 2023-07-01T16:52:14Z |
| 58 | ParlAI | 10141 | 2063 | Python | 51 | A framework for training and evaluating AI models on a variety of openly available dialogue datasets. | 2023-06-29T17:04:57Z |
| 59 | faceai | 10136 | 2457 | Python | 33 | 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 |
| 60 | sqlmodel | 10098 | 438 | Python | 177 | SQL databases in Python, designed for simplicity, compatibility, and robustness. | 2023-06-21T00:17:30Z |
| 61 | Statistical-Learning-Method_Code | 9802 | 2764 | Python | 14 | 手写实现李航《统计学习方法》书中全部算法 | 2023-06-10T16:35:58Z |
| 62 | tweepy | 9761 | 4495 | Python | 59 | Twitter for Python! | 2023-06-29T21:49:58Z |
| 63 | musicbox | 9651 | 1608 | Python | 221 | 网易云音乐命令行版本 | 2022-06-28T07:42:25Z |
| 64 | sonnet | 9579 | 1364 | Python | 30 | TensorFlow-based neural network library | 2023-06-30T17:46:51Z |
| 65 | thumbor | 9540 | 815 | Python | 7 | thumbor is an open-source photo thumbnail service by globo.com | 2023-07-01T10:05:57Z |
| 66 | word_cloud | 9533 | 2299 | Python | 85 | A little word cloud generator in Python | 2023-05-18T17:56:40Z |
| 67 | MLAlgorithms | 9431 | 1631 | Python | 9 | Minimal and clean examples of machine learning algorithms implementations | 2023-03-30T13:46:08Z |
| 68 | pynecone | 9216 | 573 | Python | 197 | 🕸 Web apps in pure Python 🐍 | 2023-07-01T17:05:01Z |
| 69 | Nuitka | 9194 | 494 | Python | 173 | Nuitka is a Python compiler written in Python. It's fully compatible with Python 2.6, 2.7, 3.4, 3.5, 3.6, 3.7, 3.8, 3.9, 3.10, and 3.11. You feed it your Python app, it does a lot of clever things, and spits out an executable or extension module. | 2023-06-30T15:17:05Z |
| 70 | falcon | 9171 | 912 | Python | 149 | The no-magic web data plane API and microservices framework for Python developers, with a focus on reliability, correctness, and performance at scale. | 2023-06-12T18:54:39Z |
| 71 | node-gyp | 9130 | 1782 | Python | 173 | Node.js native addon build tool | 2023-06-29T13:42:24Z |
| 72 | serverless-application-model | 9050 | 2346 | Python | 118 | The AWS Serverless Application Model (AWS SAM) transform is a AWS CloudFormation macro that transforms SAM templates into CloudFormation templates. | 2023-07-01T01:37:33Z |
| 73 | ludwig | 9004 | 1045 | Python | 223 | Data-centric declarative deep learning framework | 2023-06-30T22:34:03Z |
| 74 | Keras-GAN | 8976 | 3167 | Python | 122 | Keras implementations of Generative Adversarial Networks. | 2022-12-12T05:55:51Z |
| 75 | portia | 8915 | 1411 | Python | 112 | Visual scraping for Scrapy | 2023-03-17T09:36:58Z |
| 76 | AudioGPT | 8835 | 758 | Python | 29 | AudioGPT: Understanding and Generating Speech, Music, Sound, and Talking Head | 2023-06-18T20:48:48Z |
| 77 | paperless-ngx | 8694 | 462 | Python | 5 | A community-supported supercharged version of paperless: scan, index and archive all your physical documents | 2023-07-02T02:59:32Z |
| 78 | maigret | 8659 | 657 | Python | 161 | 🕵️♂️ Collect a dossier on a person by username from thousands of sites | 2023-06-21T00:11:48Z |
| 79 | paramiko | 8391 | 1933 | Python | 757 | The leading native Python SSHv2 protocol library. | 2023-06-29T15:14:48Z |
| 80 | fail2ban | 8363 | 1145 | Python | 131 | Daemon to ban hosts that cause multiple authentication errors | 2023-06-25T09:37:43Z |
| 81 | YOLOX | 8298 | 2005 | Python | 629 | YOLOX is a high-performance anchor-free YOLO, exceeding yolov3~v5 with MegEngine, ONNX, TensorRT, ncnn, and OpenVINO supported. Documentation: https://yolox.readthedocs.io/ | 2023-06-15T13:12:26Z |
| 82 | audiocraft | 8229 | 716 | Python | 88 | Audiocraft is a library for audio processing and generation with deep learning. It features the state-of-the-art EnCodec audio compressor / tokenizer, along with MusicGen, a simple and controllable music generation LM with textual and melodic conditioning. | 2023-06-30T10:36:54Z |
| 83 | robotframework | 8158 | 2139 | Python | 260 | Generic automation framework for acceptance testing and RPA | 2023-06-26T08:59:11Z |
| 84 | Telethon | 7932 | 1261 | Python | 29 | Pure Python 3 MTProto API Telegram client library, for bots too! | 2023-06-26T06:30:37Z |
| 85 | opendrop | 7901 | 253 | Python | 36 | An open Apple AirDrop implementation written in Python | 2022-11-21T09:55:32Z |
| 86 | DAIN | 7896 | 831 | Python | 74 | Depth-Aware Video Frame Interpolation (CVPR 2019) | 2023-02-13T12:40:12Z |
| 87 | ImageAI | 7858 | 2094 | Python | 285 | A python library built to empower developers to build applications and systems with self-contained Computer Vision capabilities | 2023-06-29T10:33:10Z |
| 88 | paperless | 7788 | 517 | Python | 157 | Scan, index, and archive all of your paper documents | 2021-04-06T20:00:58Z |
| 89 | spyder | 7667 | 1549 | Python | 1052 | Official repository for Spyder - The Scientific Python Development Environment | 2023-07-02T02:53:22Z |
| 90 | attention-is-all-you-need-pytorch | 7626 | 1806 | Python | 59 | A PyTorch implementation of the Transformer model in "Attention is All You Need". | 2023-04-28T00:44:02Z |
| 91 | yewtube | 7550 | 642 | Python | 184 | yewtube, forked from mps-youtube , is a Terminal based YouTube player and downloader. No Youtube API key required. | 2023-06-14T12:17:33Z |
| 92 | microk8s | 7497 | 726 | Python | 244 | MicroK8s is a small, fast, single-package Kubernetes for developers, IoT and edge. | 2023-06-30T10:59:38Z |
| 93 | sygil-webui | 7454 | 861 | Python | 73 | Stable Diffusion web UI | 2023-06-26T16:44:12Z |
| 94 | EfficientNet-PyTorch | 7443 | 1511 | Python | 149 | A PyTorch implementation of EfficientNet and EfficientNetV2 (coming soon!) | 2022-04-08T12:30:25Z |
| 95 | PythonPark | 7371 | 1359 | 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。 | 2023-06-27T03:28:40Z |
| 96 | RobustVideoMatting | 7214 | 974 | Python | 84 | Robust Video Matting in PyTorch, TensorFlow, TensorFlow.js, ONNX, CoreML! | 2023-06-15T13:06:52Z |
| 97 | pyod | 7176 | 1271 | Python | 161 | A Comprehensive and Scalable Python Library for Outlier Detection (Anomaly Detection) | 2023-06-25T06:10:06Z |
| 98 | Anti-Anti-Spider | 7173 | 2222 | Python | 23 | 越来越多的网站具有反爬虫特性，有的用图片隐藏关键数据，有的使用反人类的验证码，建立反反爬虫的代码仓库，通过与不同特性的网站做斗争（无恶意）提高技术。（欢迎提交难以采集的网站）（因工作原因，项目暂停） | 2021-10-17T20:14:19Z |
| 99 | Airtest | 7167 | 1174 | Python | 349 | UI Automation Framework for Games and Apps | 2023-06-28T11:16:03Z |
| 100 | PaddleGAN | 7075 | 1179 | Python | 239 | 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. | 2023-06-14T12:32:12Z |