#interpretability (17 Repositories)

mmschlk/shapiq

Shapley Interactions and Shapley Values for Machine Learning

EleutherAI/bergson

Mapping out the "memory" of neural nets with data attribution

wisent-ai/ster

Extraltodeus/J-Wash

Jacobian-Brainwash : A manual alignment tool for large language models built on Anthropic's Jacobian Lens. Results are exportable.

frgfm/torch-cam

Class activation maps for your PyTorch models (CAM, Grad-CAM, Grad-CAM++, Smooth Grad-CAM++, Score-CAM, SS-CAM, IS-CAM, XGrad-CAM, Layer-CAM, Finer-CAM, LeGrad, RefineCAM)

Julia-XAI/ExplainableAI.jl

Explainable AI in Julia.

inseq-team/inseq

Interpretability for sequence generation models 🐛 🔍

FOR-sight-ai/interpreto

🪄 Interpreto is an interpretability toolbox for LLMs

hijohnnylin/neuronpedia

open source interpretability platform 🧠

wangyongjie-ntu/Awesome-explainable-AI

A collection of research materials on explainable AI/ML

jacobgil/pytorch-grad-cam

Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.

MisaOgura/flashtorch

Visualization toolkit for neural networks in PyTorch! Demo -->

meta-pytorch/captum

Model interpretability and understanding for PyTorch

ModelOriented/modelStudio

📍 Interactive Studio for Explanatory Model Analysis

ModelOriented/DALEX

moDel Agnostic Language for Exploration and eXplanation

pbiecek/xai_resources

Interesting resources related to XAI (Explainable Artificial Intelligence)

ramprs/grad-cam

[ICCV 2017] Torch code for Grad-CAM