boax.core.samplers module

Implements random samplers.

Sampler Types

class boax.core.samplers.Sampler(*args, **kwargs)

A callable type for sampling functions.

A sampler takes a distribution as its input and samples from it.

Samplers

I.I.D Samplers

normal(key, sample_shape)	The i.i.d.
uniform(key, sample_shape)	The i.i.d.

Quasi-Random Samplers

halton_normal(key, sample_shape)	The quasi-MC normal sampler based on halton sequences.
halton_uniform(key, sample_shape)	The quasi-MC uniform sampler based on halton sequences.