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 | [Deep-Learning-Papers-Reading-Roadmap](https://github.com/floodsung/Deep-Learning-Papers-Reading-Roadmap) | 36730 | 7338 | Python | 50 | Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech! | 2022-11-27T13:18:32Z |
| 2 | [PaddleOCR](https://github.com/PaddlePaddle/PaddleOCR) | 34915 | 6910 | Python | 1035 | 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) | 2023-12-01T02:06:45Z |
| 3 | [TaskMatrix](https://github.com/moymix/TaskMatrix) | 34338 | 3355 | Python | 209 | None | 2023-11-11T05:04:37Z |
| 4 | [shadowsocks](https://github.com/shadowsocks/shadowsocks) | 33490 | 18980 | Python | 0 | None | 2023-10-03T14:22:29Z |
| 5 | [jieba](https://github.com/fxsjy/jieba) | 31618 | 6745 | Python | 616 | 结巴中文分词 | 2022-07-17T00:34:33Z |
| 6 | [MetaGPT](https://github.com/geekan/MetaGPT) | 30988 | 3636 | Python | 159 | 🌟 The Multi-Agent Framework: Given one line Requirement, return PRD, Design, Tasks, Repo | 2023-12-04T02:59:32Z |
| 7 | [streamlit](https://github.com/streamlit/streamlit) | 28813 | 2577 | Python | 685 | Streamlit — A faster way to build and share data apps. | 2023-12-03T06:46:19Z |
| 8 | [stanford_alpaca](https://github.com/tatsu-lab/stanford_alpaca) | 27663 | 3937 | Python | 164 | Code and documentation to train Stanford's Alpaca models, and generate the data. | 2023-06-07T06:54:43Z |
| 9 | [OpenBBTerminal](https://github.com/OpenBB-finance/OpenBBTerminal) | 24900 | 2479 | Python | 254 | Investment Research for Everyone, Everywhere. | 2023-12-03T23:13:18Z |
| 10 | [PythonRobotics](https://github.com/AtsushiSakai/PythonRobotics) | 20424 | 6206 | Python | 19 | Python sample codes for robotics algorithms. | 2023-12-03T20:19:20Z |
| 11 | [Awesome-Linux-Software](https://github.com/luong-komorebi/Awesome-Linux-Software) | 20124 | 1976 | Python | 8 | 🐧 A list of awesome Linux softwares  | 2023-12-03T15:40:04Z |
| 12 | [insightface](https://github.com/deepinsight/insightface) | 19167 | 4906 | Python | 985 | State-of-the-art 2D and 3D Face Analysis Project | 2023-11-14T17:36:10Z |
| 13 | [unilm](https://github.com/microsoft/unilm) | 16418 | 2209 | Python | 446 | Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities | 2023-11-29T09:51:49Z |
| 14 | [baselines](https://github.com/openai/baselines) | 14973 | 4841 | Python | 409 | OpenAI Baselines: high-quality implementations of reinforcement learning algorithms | 2023-11-21T01:05:50Z |
| 15 | [ChatGLM2-6B](https://github.com/THUDM/ChatGLM2-6B) | 14469 | 2276 | Python | 391 | ChatGLM2-6B: An Open Bilingual Chat LLM \| 开源双语对话语言模型 | 2023-10-27T06:25:46Z |
| 16 | [GHunt](https://github.com/mxrch/GHunt) | 14271 | 1215 | Python | 26 | 🕵️‍♂️ Offensive Google framework. | 2023-11-30T15:32:10Z |
| 17 | [imgaug](https://github.com/aleju/imgaug) | 13900 | 2413 | Python | 282 | Image augmentation for machine learning experiments. | 2023-07-26T09:00:34Z |
| 18 | [PaddleNLP](https://github.com/PaddlePaddle/PaddleNLP) | 10615 | 2710 | Python | 653 | 👑 Easy-to-use and powerful NLP and LLM 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 etc. | 2023-12-04T02:59:30Z |
| 19 | [theZoo](https://github.com/ytisf/theZoo) | 10305 | 2465 | Python | 57 | 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 |
| 20 | [python-mastery](https://github.com/dabeaz-course/python-mastery) | 9859 | 1512 | Python | 20 | Advanced Python Mastery (course by @dabeaz) | 2023-11-17T07:42:23Z |
| 21 | [scientific-visualization-book](https://github.com/rougier/scientific-visualization-book) | 9800 | 952 | Python | 17 | An open access book on scientific visualization using python and matplotlib | 2023-05-22T14:24:59Z |
| 22 | [jinja](https://github.com/pallets/jinja) | 9639 | 1584 | Python | 59 | A very fast and expressive template engine. | 2023-12-01T16:37:31Z |
| 23 | [gunicorn](https://github.com/benoitc/gunicorn) | 9257 | 1700 | Python | 292 | gunicorn 'Green Unicorn' is a WSGI HTTP Server for UNIX, fast clients and sleepy applications. | 2023-12-02T10:05:17Z |
| 24 | [coursera-dl](https://github.com/coursera-dl/coursera-dl) | 9169 | 2214 | Python | 178 | Script for downloading Coursera.org videos and naming them. | 2023-10-09T02:21:52Z |
| 25 | [dagster](https://github.com/dagster-io/dagster) | 9068 | 1122 | Python | 1857 | An orchestration platform for the development, production, and observation of data assets. | 2023-12-03T23:46:37Z |
| 26 | [fuzzywuzzy](https://github.com/seatgeek/fuzzywuzzy) | 9019 | 938 | Python | 83 | Fuzzy String Matching in Python | 2023-02-24T19:00:26Z |
| 27 | [TextBlob](https://github.com/sloria/TextBlob) | 8767 | 1134 | Python | 103 | Simple, Pythonic, text processing--Sentiment analysis, part-of-speech tagging, noun phrase extraction, translation, and more. | 2023-03-11T18:17:17Z |
| 28 | [boto3](https://github.com/boto/boto3) | 8460 | 1858 | Python | 171 | AWS SDK for Python | 2023-12-01T20:28:59Z |
| 29 | [vid2vid](https://github.com/NVIDIA/vid2vid) | 8396 | 1209 | Python | 101 | Pytorch implementation of our method for high-resolution (e.g. 2048x1024) photorealistic video-to-video translation. | 2022-05-17T05:09:30Z |
| 30 | [fluentui-emoji](https://github.com/microsoft/fluentui-emoji) | 8362 | 462 | Python | 65 | A collection of familiar, friendly, and modern emoji from Microsoft | 2023-10-16T21:15:57Z |
| 31 | [gpt-neo](https://github.com/EleutherAI/gpt-neo) | 8033 | 931 | Python | 11 | An implementation of model parallel GPT-2 and GPT-3-style models using the mesh-tensorflow library. | 2022-02-25T06:27:12Z |
| 32 | [pytorch3d](https://github.com/facebookresearch/pytorch3d) | 7867 | 1219 | Python | 220 | PyTorch3D is FAIR's library of reusable components for deep learning with 3D data | 2023-11-29T03:14:42Z |
| 33 | [gitfiti](https://github.com/gelstudios/gitfiti) | 7852 | 1093 | Python | 13 | abusing github commit history for the lulz | 2023-04-22T01:23:47Z |
| 34 | [machine_learning_examples](https://github.com/lazyprogrammer/machine_learning_examples) | 7815 | 6199 | Python | 10 | A collection of machine learning examples and tutorials. | 2023-12-03T03:43:30Z |
| 35 | [pywal](https://github.com/dylanaraps/pywal) | 7708 | 299 | Python | 138 | 🎨 Generate and change color-schemes on the fly. | 2023-10-31T15:21:15Z |
| 36 | [pulse](https://github.com/adamian98/pulse) | 7579 | 1496 | Python | 56 | PULSE: Self-Supervised Photo Upsampling via Latent Space Exploration of Generative Models | 2021-04-30T11:50:25Z |
| 37 | [uvicorn](https://github.com/encode/uvicorn) | 7289 | 675 | Python | 29 | An ASGI web server, for Python. 🦄 | 2023-12-03T16:26:56Z |
| 38 | [ajenti](https://github.com/ajenti/ajenti) | 7260 | 842 | Python | 12 | Ajenti Core and stock plugins | 2023-11-30T13:30:23Z |
| 39 | [platformio-core](https://github.com/platformio/platformio-core) | 7192 | 787 | Python | 199 | Your Gateway to Embedded Software Development Excellence :alien: | 2023-12-01T18:28:51Z |
| 40 | [Megatron-LM](https://github.com/NVIDIA/Megatron-LM) | 7089 | 1607 | Python | 207 | Ongoing research training transformer models at scale | 2023-11-29T16:23:17Z |
| 41 | [eve](https://github.com/pyeve/eve) | 6644 | 754 | Python | 24 | REST API framework designed for human beings | 2023-09-14T12:17:35Z |
| 42 | [nupic-legacy](https://github.com/numenta/nupic-legacy) | 6331 | 1589 | Python | 453 | Numenta Platform for Intelligent Computing is an implementation of Hierarchical Temporal Memory (HTM), a theory of intelligence based strictly on the neuroscience of the neocortex. | 2023-09-01T15:42:16Z |
| 43 | [boltons](https://github.com/mahmoud/boltons) | 6296 | 350 | Python | 52 | 🔩 Like builtins, but boltons. 250+ constructs, recipes, and snippets which extend (and rely on nothing but) the Python standard library.  Nothing like Michael Bolton. | 2023-12-03T08:03:14Z |
| 44 | [dejavu](https://github.com/worldveil/dejavu) | 6169 | 1465 | Python | 99 | Audio fingerprinting and recognition in Python | 2023-08-23T18:39:43Z |
| 45 | [jrnl](https://github.com/jrnl-org/jrnl) | 6108 | 510 | Python | 115 | Collect your thoughts and notes without leaving the command line. | 2023-11-28T05:05:28Z |
| 46 | [XAgent](https://github.com/OpenBMB/XAgent) | 5847 | 537 | Python | 17 | An Autonomous LLM Agent for Complex Task Solving | 2023-12-03T21:56:29Z |
| 47 | [TopDeepLearning](https://github.com/aymericdamien/TopDeepLearning) | 5690 | 1193 | Python | 8 | A list of popular github projects related to deep learning | 2020-07-17T19:08:27Z |
| 48 | [r0capture](https://github.com/r0ysue/r0capture) | 5661 | 1272 | Python | 14 | 安卓应用层抓包通杀脚本 | 2023-10-20T11:59:50Z |
| 49 | [NLP_ability](https://github.com/DA-southampton/NLP_ability) | 5649 | 1038 | Python | 1 | 总结梳理自然语言处理工程师(NLP)需要积累的各方面知识，包括面试题，各种基础知识，工程能力等等，提升核心竞争力 | 2022-08-24T16:54:12Z |
| 50 | [peda](https://github.com/longld/peda) | 5632 | 837 | Python | 40 | PEDA - Python Exploit Development Assistance for GDB | 2023-04-25T09:51:39Z |
| 51 | [peda](https://github.com/longld/peda) | 5632 | 837 | Python | 40 | PEDA - Python Exploit Development Assistance for GDB | 2023-04-25T09:51:39Z |
| 52 | [apistar](https://github.com/encode/apistar) | 5591 | 422 | Python | 22 | The Web API toolkit. 🛠 | 2022-02-24T05:00:58Z |
| 53 | [Flashlight](https://github.com/nate-parrott/Flashlight) | 5396 | 424 | Python | 92 | The missing Spotlight plugin system | 2017-03-25T20:04:49Z |
| 54 | [paperless-ng](https://github.com/jonaswinkler/paperless-ng) | 5359 | 372 | Python | 217 | A supercharged version of paperless: scan, index and archive all your physical documents | 2023-02-14T14:55:33Z |
| 55 | [django-ninja](https://github.com/vitalik/django-ninja) | 5346 | 332 | Python | 188 | 💨  Fast, Async-ready, Openapi, type hints based framework for building APIs | 2023-12-02T14:36:11Z |
| 56 | [gh-proxy](https://github.com/hunshcn/gh-proxy) | 5278 | 1401 | Python | 13 | github release、archive以及项目文件的加速项目 | 2023-12-02T13:09:37Z |
| 57 | [github-trends](https://github.com/avgupta456/github-trends) | 5151 | 35 | Python | 5 | 🚀 Level up your GitHub profile readme with customizable cards including LOC statistics! | 2023-12-01T13:29:07Z |
| 58 | [uncaptcha2](https://github.com/ecthros/uncaptcha2) | 4956 | 480 | Python | 5 | defeating the latest version of ReCaptcha with 91% accuracy | 2019-01-18T18:38:02Z |
| 59 | [ECDICT](https://github.com/skywind3000/ECDICT) | 4956 | 922 | Python | 64 | Free English to Chinese Dictionary Database | 2023-12-02T18:10:26Z |
| 60 | [deep_sort](https://github.com/nwojke/deep_sort) | 4828 | 1352 | Python | 164 | Simple Online Realtime Tracking with a Deep Association Metric | 2023-11-14T20:15:58Z |
| 61 | [ultimate-python](https://github.com/huangsam/ultimate-python) | 4690 | 517 | Python | 0 | Ultimate Python study guide for newcomers and professionals alike. :snake: :snake: :snake: | 2023-10-30T17:08:53Z |
| 62 | [vyper](https://github.com/vyperlang/vyper) | 4681 | 843 | Python | 301 | Pythonic Smart Contract Language for the EVM | 2023-12-02T09:10:42Z |
| 63 | [mezzanine](https://github.com/stephenmcd/mezzanine) | 4662 | 1643 | Python | 40 | CMS framework for Django | 2023-09-17T13:15:46Z |
| 64 | [Github-Ranking](https://github.com/EvanLi/Github-Ranking) | 4578 | 356 | Python | 12 | :star:Github Ranking:star: Github stars and forks ranking list. Github Top100 stars list of different languages. Automatically update daily. \| Github仓库排名，每日自动更新 | 2023-12-03T03:05:46Z |
| 65 | [python-pinyin](https://github.com/mozillazg/python-pinyin) | 4525 | 637 | Python | 31 | 汉字转拼音(pypinyin) | 2023-11-26T12:37:27Z |
| 66 | [discover-flask](https://github.com/realpython/discover-flask) | 4456 | 806 | Python | 4 | Full Stack Web Development with Flask. | 2020-09-30T17:21:32Z |
| 67 | [cookiecutter-flask](https://github.com/cookiecutter-flask/cookiecutter-flask) | 4451 | 752 | Python | 1 | A flask template with Bootstrap, asset bundling+minification with webpack, starter templates, and registration/authentication. For use with cookiecutter. | 2023-12-01T11:45:26Z |
| 68 | [w3af](https://github.com/andresriancho/w3af) | 4367 | 1219 | Python | 1966 | w3af: web application attack and audit framework, the open source web vulnerability scanner. | 2023-02-22T06:05:59Z |
| 69 | [AITemplate](https://github.com/facebookincubator/AITemplate) | 4330 | 343 | Python | 98 | AITemplate is a Python framework which renders neural network into high performance CUDA/HIP C++ code. Specialized for FP16 TensorCore (NVIDIA GPU) and MatrixCore (AMD GPU) inference. | 2023-11-24T07:02:57Z |
| 70 | [jsonschema](https://github.com/python-jsonschema/jsonschema) | 4316 | 572 | Python | 32 | An implementation of the JSON Schema specification for Python | 2023-11-24T19:46:26Z |
| 71 | [TikTokDownload](https://github.com/Johnserf-Seed/TikTokDownload) | 4296 | 951 | Python | 211 | 抖音去水印批量下载用户主页作品、喜欢、收藏、图文、音频 | 2023-09-08T11:39:51Z |
| 72 | [pandas-ta](https://github.com/twopirllc/pandas-ta) | 4227 | 854 | Python | 101 | Technical Analysis Indicators - Pandas TA is an easy to use Python 3 Pandas Extension with 130+ Indicators | 2023-12-02T02:32:24Z |
| 73 | [lark](https://github.com/lark-parser/lark) | 4181 | 379 | Python | 101 | Lark is a parsing toolkit for Python, built with a focus on ergonomics, performance and modularity. | 2023-11-16T09:35:45Z |
| 74 | [ECommerceCrawlers](https://github.com/DropsDevopsOrg/ECommerceCrawlers) | 4178 | 1266 | Python | 11 | 实战🐍多种网站、电商数据爬虫🕷。包含🕸：淘宝商品、微信公众号、大众点评、企查查、招聘网站、闲鱼、阿里任务、博客园、微博、百度贴吧、豆瓣电影、包图网、全景网、豆瓣音乐、某省药监局、搜狐新闻、机器学习文本采集、fofa资产采集、汽车之家、国家统计局、百度关键词收录数、蜘蛛泛目录、今日头条、豆瓣影评、携程、小米应用商店、安居客、途家民宿❤️❤️❤️。微信爬虫展示项目: | 2023-02-15T22:59:39Z |
| 75 | [tf-quant-finance](https://github.com/google/tf-quant-finance) | 4127 | 543 | Python | 26 | High-performance TensorFlow library for quantitative finance. | 2023-10-06T13:06:28Z |
| 76 | [yellowbrick](https://github.com/DistrictDataLabs/yellowbrick) | 4119 | 553 | Python | 84 | Visual analysis and diagnostic tools to facilitate machine learning model selection. | 2023-07-29T21:28:21Z |
| 77 | [integration](https://github.com/hacs/integration) | 4105 | 1084 | Python | 2 | HACS gives you a powerful UI to handle downloads of all your custom needs. | 2023-11-27T06:34:20Z |
| 78 | [layout-parser](https://github.com/Layout-Parser/layout-parser) | 4095 | 409 | Python | 85 | A Unified Toolkit for Deep Learning Based Document Image Analysis | 2023-11-29T02:05:27Z |
| 79 | [codemod](https://github.com/facebookarchive/codemod) | 4077 | 205 | Python | 18 | Codemod is a tool/library to assist you with large-scale codebase refactors that can be partially automated but still require human oversight and occasional intervention. Codemod was developed at Facebook and released as open source. | 2020-11-28T11:33:52Z |
| 80 | [curio](https://github.com/dabeaz/curio) | 3976 | 247 | Python | 13 | Good Curio! | 2023-09-13T21:14:28Z |
| 81 | [GET3D](https://github.com/nv-tlabs/GET3D) | 3941 | 353 | Python | 15 | None | 2023-10-23T15:37:45Z |
| 82 | [neuralangelo](https://github.com/NVlabs/neuralangelo) | 3911 | 339 | Python | 62 | Official implementation of "Neuralangelo: High-Fidelity Neural Surface Reconstruction" (CVPR 2023) | 2023-10-02T17:18:58Z |
| 83 | [dl-docker](https://github.com/floydhub/dl-docker) | 3861 | 831 | Python | 60 | An all-in-one Docker image for deep learning. Contains all the popular DL frameworks (TensorFlow, Theano, Torch, Caffe, etc.) | 2019-08-21T20:18:27Z |
| 84 | [ByteTrack](https://github.com/ifzhang/ByteTrack) | 3829 | 737 | Python | 243 | [ECCV 2022] ByteTrack: Multi-Object Tracking by Associating Every Detection Box | 2023-10-19T00:30:09Z |
| 85 | [ControlNet-v1-1-nightly](https://github.com/lllyasviel/ControlNet-v1-1-nightly) | 3786 | 312 | Python | 49 | Nightly release of ControlNet 1.1 | 2023-11-12T22:36:37Z |
| 86 | [viztracer](https://github.com/gaogaotiantian/viztracer) | 3772 | 336 | Python | 9 | VizTracer is a low-overhead logging/debugging/profiling tool that can trace and visualize your python code execution. | 2023-12-03T02:54:32Z |
| 87 | [Auto-GPT-Plugins](https://github.com/Significant-Gravitas/Auto-GPT-Plugins) | 3743 | 548 | Python | 53 | Plugins for Auto-GPT | 2023-10-11T15:42:54Z |
| 88 | [stack-overflow-import](https://github.com/drathier/stack-overflow-import) | 3683 | 138 | Python | 7 | Import arbitrary code from Stack Overflow as Python modules. | 2022-01-09T00:38:40Z |
| 89 | [Awesome-PyTorch-Chinese](https://github.com/INTERMT/Awesome-PyTorch-Chinese) | 3674 | 774 | Python | 0 | 【干货】史上最全的PyTorch学习资源汇总 | 2019-08-14T03:04:28Z |
| 90 | [mythril](https://github.com/Consensys/mythril) | 3595 | 711 | Python | 104 | Security analysis tool for EVM bytecode. Supports smart contracts built for Ethereum, Hedera, Quorum, Vechain, Roostock, Tron and other EVM-compatible blockchains. | 2023-11-23T17:27:03Z |
| 91 | [sync-engine](https://github.com/nylas/sync-engine) | 3516 | 371 | Python | 61 | :incoming_envelope: IMAP/SMTP sync system with modern APIs | 2020-03-27T21:43:12Z |
| 92 | [wikiextractor](https://github.com/attardi/wikiextractor) | 3502 | 948 | Python | 118 | A tool for extracting plain text from Wikipedia dumps | 2023-12-02T09:46:39Z |
| 93 | [confluent-kafka-python](https://github.com/confluentinc/confluent-kafka-python) | 3479 | 904 | Python | 236 | Confluent's Kafka Python Client | 2023-11-30T07:56:36Z |
| 94 | [asciimatics](https://github.com/peterbrittain/asciimatics) | 3453 | 246 | Python | 22 | A cross platform package to do curses-like operations, plus higher level APIs and widgets to create text UIs and ASCII art animations | 2023-11-30T07:55:40Z |
| 95 | [flasgger](https://github.com/flasgger/flasgger) | 3398 | 494 | Python | 238 | Easy OpenAPI specs and Swagger UI for your Flask API | 2023-10-31T15:38:08Z |
| 96 | [text](https://github.com/pytorch/text) | 3394 | 821 | Python | 261 | Models, data loaders and abstractions for language processing, powered by PyTorch | 2023-12-03T11:34:24Z |
| 97 | [flocker](https://github.com/ClusterHQ/flocker) | 3368 | 295 | Python | 62 | Container data volume manager for your Dockerized application | 2017-05-18T07:14:11Z |
| 98 | [pytorch-a2c-ppo-acktr-gail](https://github.com/ikostrikov/pytorch-a2c-ppo-acktr-gail) | 3357 | 818 | Python | 83 | PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR) and Generative Adversarial Imitation Learning (GAIL). | 2022-05-29T12:40:49Z |
| 99 | [patator](https://github.com/lanjelot/patator) | 3356 | 781 | Python | 19 | Patator is a multi-purpose brute-forcer, with a modular design and a flexible usage. | 2023-10-09T06:16:25Z |
| 100 | [vectorbt](https://github.com/polakowo/vectorbt) | 3352 | 525 | Python | 180 | Find your trading edge, using the fastest engine for backtesting, algorithmic trading, and research.  | 2023-09-30T15:34:29Z |