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