Samplers

Module implementing various samplers.

Functions

gaussian_sampling(d)	Generator yielding random normal (gaussian) samples.
halton_sampling(d)	Generator yielding samples from a Halton sequence.
mirrored_sampling(sampler)	Generator yielding mirrored samples.
orthogonal_sampling(sampler, n_samples)	Generator yielding orthogonal samples.
sobol_sampling(d)	Generator yielding samples from a Sobol sequence.
vectorize([ftylist_or_function, target, …])	A decorator that creates a Numpy ufunc object using Numba compiled code.

Classes

Halton(d[, start])	Iterator implementing Halton Quasi random sequences.
Iterator()
Sobol(d, seed)	Iterator implementing Sobol Quasi random sequences.

Class Inheritance Diagram