example-based-explanations

There are 1 repository under example-based-explanations topic.

JonathanCrabbe / Simplex
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 explainable-ai latent-space latent-representations interpretability method example-based-explanations feature-importance neurips-2021 neurips neural-networks
Language:Python 22
maxidl / MMD-critic
A PyTorch based implementation of MMD-critic
interpretability pytorch prototypes criticisms example-based-explanations explanations
Language:Python 14
cincer
abonte / cincer
Interactive Label Cleaning with Example-based Explanations
deep-learning example-based-explanations interactive-learning machine-learning neurips-2021
Language:Python 11

JonathanCrabbe / Simplex