Attention Visualization Python Packages

whisper-timestamped

Multilingual Automatic Speech Recognition with word-level timestamps and confidence

modelmri

Chrome DevTools for AI models and agents - see attention, features, and agent steps inside any local model. Local-first.

modelmri-record

Chrome DevTools for AI models and agents - see attention, features, and agent steps inside any local model. Local-first.

fractal-attention-analysis

A mathematical framework for analyzing transformer attention mechanisms using fractal geometry and golden ratio transformations. FAA provides deep insights into how Large Language Models (LLMs) process and attend to information.

torchxai-explain

Explainability and saliency maps for PyTorch vision models — GradCAM, EigenCAM, Attention Rollout for CNNs, Vision Transformers (ViT), CLIP, YOLO, DETR, DINO. One-line API.