UDA_CausalDAG

cmsc828u Unsupervised Domain Adaptation using Causal Graphical Models

Requirements

conda create -n <env_name> python=3.8
conda activate <env_name>
conda install -c ankurankan pgmpy=="0.1.11"
pip install bnlearn

Data

child3Domains: This file contains 10000 samples from 'child' bayesian network fron bnlearn. There are 3 source domains and one target domain. child5Domains: This file contains 10000 samples from 'child' bayesian network fron bnlearn. There are 5 source domains and one target domain.