Credal Two-sample Tests Implementation

This repository contains code to reproduce experiments from the paper on Credal Two-sample Tests.

• src/testing_algorithms contains the implementation of plausibility test and specification test, inclusion and equality tests are simply repeated application of specification test.
• src/experiment_scripts contains the experiment scripts to reproduce the experiments in the paper:
  • src/experiment_scripts/synthetic/ contains scripts to reproduce the synthetic experiments based on mixture of Gaussians versus mixture of students distributions.
  • src/experiment_scripts/mnist/ contains scripts to reproduce the real data experiments based on MNIST.