Top #learning Tools & Software

modular

github

The Modular Platform (includes MAX & Mojo)

pumpkin-book

github

南瓜书：《机器学习》（西瓜书）公式详解

handson-ml

github

⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 or handson-mlp instead.

shap

github

A game theoretic approach to explain the output of any machine learning model.

fastbook

github

The fastai book, published as Jupyter Notebooks

WaveFunctionCollapse

github

Bitmap & tilemap generation from a single example with the help of ideas from quantum mechanics

homemade-machine-learning

github

🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

Paddle

github

PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice （『飞桨』核心框架，深度学习&机器学习高性能单机、分布式训练和跨平台部署）

cs249r_book

github

Machine Learning Systems

best-of-ml-python

github

🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

NLP-progress

github

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

learnopencv

github

Learn OpenCV : C++ and Python Examples

deepface

github

A Lightweight Face Recognition and Facial Attribute Analysis (Age, Gender, Emotion and Race) Library for Python

nautilus_trader

github

Production-grade Rust-native trading engine with deterministic event-driven architecture

serve

github

☁️ Build multimodal AI applications with cloud-native stack

recommenders

github

Best Practices on Recommendation Systems

pytorch-handbook

github

pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行

datasets

github

🤗 The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation tools

HivisionIDPhotos

github

⚡️HivisionIDPhotos: a lightweight and efficient AI ID photos tools. 一个轻量级的AI证件照制作算法。

onnx

github

Open standard for machine learning interoperability

marimo

github

A reactive notebook for Python — run reproducible experiments, query with SQL, execute as a script, deploy as an app, and version with git. Stored as pure Python. All in a modern, AI-native editor.

awesome-production-machine-learning

github

A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

onnxruntime

github

ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator

CV

github

✔（已完结）超级全面的 深度学习 笔记【土堆 Pytorch】【李沐 动手学深度学习】【吴恩达 深度学习】【大飞 大模型Agent】