Deep-learning

Verified open-source repositories and technical documentation formatted for LLM context windows and autonomous AI coding agents (199 repositories indexed).

🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

164,024 GitHub

Ultralytics YOLO26, YOLO11, YOLOv8 — object detection, instance segmentation, semantic segmentation, image classification, pose estimation, object tracking

60,569 GitHub

Ultralytics YOLOv5 in PyTorch for object detection, instance segmentation, classification, training, and export.

57,796 GitHub

qlib

Python Doc

Qlib is an AI-oriented Quant investment platform that aims to use AI tech to empower Quant Research, from exploring ideas to implementing productions. Qlib supports diverse ML modeling paradigms, including supervised learning, market dynamics modeling, and RL, and is now equipped with https://github.com/microsoft/RD-Agent to automate R&D process.

46,618 GitHub

Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

43,504 GitHub

Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!

43,354 GitHub

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

42,918 GitHub

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

37,063 GitHub

💫 Industrial-strength Natural Language Processing (NLP) in Python

33,814 GitHub

CLIP

Jupyter Notebook Doc

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

33,447 GitHub

netron

JavaScript Doc

Visualizer for neural network, deep learning and machine learning models

33,342 GitHub

shap

Jupyter Notebook Doc

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

25,682 GitHub

handson-ml

Jupyter Notebook Doc

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

25,622 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）

24,048 GitHub

ncnn is a high-performance neural network inference framework optimized for the mobile platform

23,690 GitHub

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

23,260 GitHub

CV

Jupyter Notebook Doc

✅（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】

22,318 GitHub

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

21,833 GitHub