We conducted following experiments.

1. Causal Estimation and Counterfactual Fair Data Generation

• Please refer the "Tabular" folder
• This folder includes DCEVAE (ours), CVAE, CEVAE, and mCEVAE.

2. Counterfactual Image Generation

• Please refer the "Image" folder
• This folder includes DCEVAE (ours), CVAE, CEVAE, and mCEVAE.

For other baselines, please refer following url:

1. CausalGAN (BEGAN & DCGAN) & CFGAN: https://github.com/mkocaoglu/CausalGAN
2. Counterfactual Fairness: https://github.com/mkusner/counterfactual-fairness
3. CWGAN: https://github.com/cameronfabbri/cWGANs