eulerpi.core.inference_types module

class InferenceType(value)

Bases: Enum

Available modes for the inference function.

DENSE_GRID = 0

The dense grid inference uses a dense grid to evaluate the joint distribution.

MCMC = 1

The MCMC inference uses a Markov Chain Monte Carlo sampler to sample from the joint distribution.

SPARSE_GRID = 2

The sparse grid inference uses a sparse grid to evaluate the joint distribution. It is not tested and not recommended.