check_estimates_prior_shapes

bayesflow.utils.check_estimates_prior_shapes(estimates: Tensor, prior_samples: Tensor)

Checks requirements for the shapes of estimates and prior_samples draws as necessitated by most diagnostic functions.

Parameters:

estimatesTensor of shape (num_data_sets, num_post_draws, num_params) or (num_data_sets, num_params)

The model-generated predictions (posterior draws, point estimates) obtained from num_data_sets

prior_samplesTensor of shape (num_data_sets, num_params)

The prior_samples draws obtained for generating num_data_sets

Raises:

ShapeError

If there is a deviation form the expected shapes of estimates and estimates.