Seth

Domain-generalization. All about domain generalization

HSIC. Python code of Hilbert-Schmidt Independence Criterion

ANM-MM. Python code for NeurIPS 2018 paper "Causal Inference and Mechanism Clustering of A Mixture of Additive Noise Models"

SCA. MATLAB Implementation of Scatter Component Analysis (SCA) for Domain Generalization

Multidomain-Discriminant-Analysis. Code for UAI 2019 paper "Domain Generalization via Multidomain Discriminant Analysis"

IGCI. Python code of information geometric causal inference

KEBC. Python code for paper "Model-free Inference of Diffusion Networks using RKHS Embeddings"

Causal-Discovery. Summary of causal structure learning methods

LiNGAM. MATLAB

ENCI_cause-effect-pair. MATLAB and Python code for inferring causal direction using ENCI

ENCI_causal-graph. MATLAB code for estimating causal graph structure using ENCI

Kernel-based-tests-for-joint-independence. Python

BayesLiNGAM. Python