sliced_wasserstein_distance

Guide & worked example · Source

sliced_wasserstein_distance(real, fake, *, n_projections=128, seed=0)

Monte Carlo directional average of exact empirical 1-Wasserstein.

Unequal sample sizes are integrated using empirical CDF masses, not matched by truncating the sorted arrays (which discards one distribution’s tail).