sakura.utils.sliced_wasserstein.SlicedWasserstein

class sakura.utils.sliced_wasserstein.SlicedWasserstein

Bases: object

Computes Sliced Wasserstein Distance between encoded samples and target distribution

Methods

rand_projections

This function generates <num_samples> L2-normalized random samples from unit sphere in latent space.

sliced_wasserstein_distance

Compute SWD between encoded samples and distribution function samples.