Random and low-discrepency samples

Generator function

generate_samples(order[, domain, rule, ...])

Sample generator.

Low-discrepancy sequences

create_halton_samples(order[, dim, burnin, ...])

Create samples from the Halton sequence.

create_hammersley_samples(order[, dim, ...])

Create samples from the Hammersley set.

create_korobov_samples(order, dim[, base])

Create Korobov lattice samples.

create_sobol_samples(order, dim[, seed])

Generates samples from the Sobol sequence.

create_latin_hypercube_samples(order[, dim])

Latin Hypercube sampling.

create_grid_samples(order[, dim])

Create samples from a regular grid.

create_chebyshev_samples(order[, dim])

Generate Chebyshev pseudo-random samples.

Antithetic Variates

create_antithetic_variates(samples[, axes])

Generate antithetic variables.