Ian Covert

For calculating global feature importance using Shapley values.

iancovert

Granger causality discovery for neural networks.

iancovert

A lightweight implementation of removal-based explanations for ML models.

iancovert

An amortized approach for calculating local Shapley value explanations

iancovert

For calculating Shapley values via linear regression.

iancovert

Dynamic feature selection based on conditional mutual information

iancovert