SrMMD Reproduction Code

Repository layout

src/generative/        Toy examples, student-teacher experiment, and color-transfer.
src/sampling/          Sampling experiment.
scripts/               Bash scripts.
results/               Outputs.

Installation

pip install -r requirements.txt

Reproducing the main available experiments

# Mixture of Gaussians and Swiss roll
bash scripts/toys.sh

# Student-teacher experiment
bash scripts/student_teacher.sh

# Color transfer
bash scripts/color_transfer.sh

# Sampling from Mixture of Gaussians
bash scripts/sampling.sh

# Bayesian Logistic Regression
bash scripts/blr.sh