#

example-based-explanations

Here are 3 public repositories matching this 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 neural-networks method interpretability feature-importance explainable-ai latent-space latent-representations neurips example-based-explanations neurips-2021

Updated Jan 31, 2023
Python

maxidl / MMD-critic

A PyTorch based implementation of MMD-critic

pytorch prototypes interpretability explanations criticisms example-based-explanations

Updated Nov 12, 2020
Python

cincer

abonte / cincer

Interactive Label Cleaning with Example-based Explanations

machine-learning deep-learning interactive-learning example-based-explanations neurips-2021

Updated Oct 26, 2021
Python

Improve this page

Add a description, image, and links to the example-based-explanations topic page so that developers can more easily learn about it.

Curate this topic

Add this topic to your repo

To associate your repository with the example-based-explanations topic, visit your repo's landing page and select "manage topics."