cascade.core.CausalNetwork.compute_lik

CausalNetwork.compute_lik(batch)

Compute likelihood terms from a minibatch

Parameters:

batch (Iterable[Tensor]) – Minibatch of data

Return type:

tuple[Tensor, ...]

Returns:

• Negative log-likelihood

• Negative log-prior

• Latent KL divergence