jexplore.sampling.base

This module provides the definitions of the base jexplore.sampling.state.Sampling class.

Classes

Sampling

Markov sampling defining parameters.

Module Contents

class Sampling[Tspace: jexplore.sampling.space.Space](nchain, dim=None, space=None)

Markov sampling defining parameters.

In this base class version the parameter are the dimension of the target space and the number of chains. Child classes may specialize to specific type of markov sampling (e.g. jexplore.sampling.mh.SamplingMH)

Parameters:

• dim (int | None) – dimension of the target space.

• nchains – number of chains.

• space (Tspace | None) – jexplore.sampling.space object describing the target space.

• nchain (int)

the state will then be defined by a (nchain, dim) point

dim: int

Dimension of the target space

nchain: int

Number of chains

space: Tspace | jexplore.sampling.space.Box

Target space.

to_backend()

Save the attributes of the object in backend format.

Return type:

dict