TransportMaps.Samplers.SamplerBase

Module Contents

Classes

Sampler

Generic sampler of distribution d

class TransportMaps.Samplers.SamplerBase.Sampler(d)[source]

Bases: TransportMaps.ObjectBase.TMO

Generic sampler of distribution d

This main class just mirrors all the sampling methods provided by the distribution d.

Parameters:

d (Distributions.Distribution) – distribution to sample from.

rvs(m, *args, **kwargs)[source]

Generate \(m\) samples and weights from the distribution

Parameters:

m (int) – number of samples to generate

Returns:

(tuple (ndarray [\(m,d\)], ndarray [\(m\)])) – list of points and weights