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sage
For calculating global feature importance using Shapley values.Neural-GC
Granger causality discovery for neural networks.fastshap
An amortized approach for calculating local Shapley value explanationsshapley-regression
For calculating Shapley values via linear regression.removal-explanations
A lightweight implementation of removal-based explanations for ML models.dynamic-selection
Dynamic feature selection based on conditional mutual informationdl-selection
Feature selection for deep learning models.persist
sage-experiments
Code for experiments in SAGE paper (NeurIPS 2020)Sparse-NN
propose
easy-ensemble
For learning optimal model ensemblesamortized-valuation
data-scaling
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