Discover @amber0309 Open Source projects

Seth (@amber0309)

amber0309

Stars
895
Global Rank 34,115 (Top 2 %)
Followers 45
Registered about 10 years ago
Most used languages

MATLAB
60.0 %

Python
40.0 %

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

ENCI_cause-effect-pair

MATLAB and Python code for inferring causal direction using ENCI

LiNGAM

ENCI_causal-graph

MATLAB code for estimating causal graph structure using ENCI

Kernel-based-tests-for-joint-independence