ramsey.family

Distributional families for constructing likelihoods and predictive distributions.

Exponential families

ramsey.family.Gaussian

Bases: Family

Family of Gaussian distributions.

__call__(target: jnp.ndarray, **kwargs)

Compose a NumPyro distribution.

__init__(**kwargs)

Construct a Gaussian object.

get_canonical_parameters()

Getter for canonical parameters.

ramsey.family.NegativeBinomial

Bases: Family

Family of negative binomial distributions.

__call__(target: jnp.ndarray, **kwargs)

Compose a NumPyro distribution.

__init__()

Construct a NegativeBinomial object.

get_canonical_parameters()

Getter for canonical parameters.