Overview
Muppet-XAI is a multimodal python library for explaining and interpreting Pytorch models through perturbation-based XAI methods. It Supports all data modalities (including images, tabular data, time series, ...).
Modules
| Name | Description |
|---|---|
muppet.explainers |
Provides the implementation of all explainable AI (XAI) methods/explainers in the MUPPET-XAI library |
muppet.components |
Provides the implementation of all components used for explainers in the MUPPET-XAI library |
muppet.benchmark |
Provides a comprehensive and flexible framework for evaluating and comparing perturbation-based eXplanation methods in the MUPPET-XAI library |