kuiy

Causal-Autoencoder-CAE-

Source codes of Learning Causal Representations for Robust Domain Adaptation (IEEE TKDE)

CausalFS

An open-source package of causal feature selection and causal (Bayesian network) structure learning (C/C++ version)

CausalLearner

An open-source package of causal feature selection and causal (Bayesian network) structure learning (Matlab version)

DRAE

The codes of the paper titiled with "Dual-Representation based Autoencoder for Domain Adaptation" in IEEE Transactions on Cybernetics, 2021.

ELCS

The codes of the ELCS algorithm of the paper titled with "Towards Efficient Local Causal Structure Learning" and are implemented in MATLAB.

LOFS

LOFS: A Library of Online Streaming Feature Selection

M2LC

M2LC

M3B

A Markov blanket discovery algorithm with latent common causes (IEEE TNNLS)

MCFS

MATLAB codes of the MCFS algorithm for Multi-Source Causal Feature selection (IEEE TPAMI)

pyCausalFS

An open-source package of causal feature selection and causal (Bayesian network) structure learning (Python version)

kuiy/CausalFS

An open-source package of causal feature selection and causal (Bayesian network) structure learning (C/C++ version)

kuiy/LOFS

LOFS: A Library of Online Streaming Feature Selection

kuiy/pyCausalFS

An open-source package of causal feature selection and causal (Bayesian network) structure learning (Python version)

kuiy/CausalLearner

An open-source package of causal feature selection and causal (Bayesian network) structure learning (Matlab version)

kuiy/Causal-Autoencoder-CAE-

Source codes of Learning Causal Representations for Robust Domain Adaptation (IEEE TKDE)

kuiy/M3B

A Markov blanket discovery algorithm with latent common causes (IEEE TNNLS)

kuiy/MCFS

MATLAB codes of the MCFS algorithm for Multi-Source Causal Feature selection (IEEE TPAMI)

kuiy/DRAE

The codes of the paper titiled with "Dual-Representation based Autoencoder for Domain Adaptation" in IEEE Transactions on Cybernetics, 2021.

kuiy/ELCS

The codes of the ELCS algorithm of the paper titled with "Towards Efficient Local Causal Structure Learning" and are implemented in MATLAB.

kuiy/M2LC

M2LC

kuiy/LCS-FS

MATLAB codes for using feature selection for local causal structure learning (IEEE TETCI)

kuiy/kuiy.github.io