Package index

All functions

compute_all_distances()

Pairwise Wasserstein Distances Along Projection Directions Between Several Empirical Distributions

fit_gpr()

Gaussian Process Fitting to Test Data with Tuned Hyperparameters

fit_gpr_multiple()

Gaussian Process Fitting to Test Data Using Multiple Kernels with Tuned Hyperparameters

generate_directions()

Generate random projection directions

gpr_predict()

Predict Outcomes Using Gaussian Process Regression

nw_corner_distance()

One-Dimensional Wasserstein Distance Using North-West Corner Algorithm

rbf()

Gaussian radial basis function kernel

rbf_multiple()

Sum of Gaussian radial basis function kernels

sliced_wasserstein()

Sliced Wasserstein Distance Between Two Empirical Distributions