HSGPBase.sample_prior

HSGPBase.sample_prior(coords=None, **sample_prior_predictive_kwargs)

Sample from the prior distribution.

Parameters:

coordsdict, optional

The coordinates for the prior. By default it is None.

sample_prior_predictive_kwargs

Additional keyword arguments for pm.sample_prior_predictive.

Returns:

xr.Dataset

The prior distribution.