This repository contains the implementation of SimplEx, a method to explain the latent representations of black-box models with the help of a corpus of examples. For more details, please read our NeurIPS 2021 paper: 'Explaining Latent Representations with a Corpus of Examples'.
machine-learning
artificial-intelligence
neural-networks
method
interpretability
feature-importance
explainable-ai
latent-space
latent-representations
neurips
example-based-explanations
neurips-2021
-
Updated
Jan 31, 2023 - Python