Huggingface Hub alternatives for AI agents.

High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.

🤗 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.

Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.

Deep Learning for humans

Ultralytics YOLOv5 in PyTorch > ONNX > CoreML > TFLite

We write your reusable computer vision tools. 💜

🐍 Geometric Computer Vision Library for Spatial AI

Deep universal probabilistic programming with Python and PyTorch

Framework agnostic sliced/tiled inference + interactive ui + error analysis plots

Stanford NLP Python library for tokenization, sentence segmentation, NER, and parsing of many human languages

BertViz: Visualize Attention in Transformer Models

《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。

Supercharge Your Model Training

Time series forecasting with PyTorch

🤗 AutoTrain Advanced

Machine Learning and Agentic AI Resources, Practice and Research