MarkovChain.score¶
- MarkovChain.score(sequences)[source]¶
Computes the average negative log-likelihood (NLL) of observing the provided sequences. If you want to have NLLs for each individual sequence, use
score_samples()
instead.- Parameters:
sequences (
Union
[ndarray
[Any
,dtype
[float32
]],Tensor
,Dataset
[Tensor
]]) -- The sequences for which to compute the average log-probability.- Return type:
- Returns:
The average NLL for all sequences.
Note
See
score_samples()
to obtain the NLL values for individual sequences.