A Python 3 package for identifying distribution shifts (a.k.a feature-shifts) between datasets. Official implementation of the paper: "iSCAN: Identifying Causal Mechanism Shifts among Nonlinear Additive Noise Models".
bayesian-networks
causal-models
root-cause-analysis
score-matching
distribution-shift
causal-mechanisms
neurips-2023
difference-dag
difference-network
intervention-target-estimation
-
Updated
Jul 5, 2024 - Python