pystra.active_learning.learning.EnsembleLearningFunction

Use it: User guide · Worked example · Theory

class EnsembleLearningFunction

Bases: LearningFunction

Selection requiring actual replicate predictions, not Gaussian spread.

Methods

select	Reject lossy mean/std input; use select_replicates instead.
select_replicates	Select from finite (n_candidates, n_replicates) predictions.

select(mean, std)

Reject lossy mean/std input; use select_replicates instead.

Return type:

LearningDecision

abstractmethod select_replicates(predictions)

Select from finite (n_candidates, n_replicates) predictions.

Return type:

LearningDecision