Source code for eulerpi.core.inference_types

from enum import Enum



[docs]
class InferenceType(Enum):
    """Available modes for the :py:func:`inference <eulerpi.core.inference.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.