Selection Criteria (Core)

Selection Criteria (Core)#

alts.core.query.selection_criteria
Built-In Implementations
class SelectionCriteria[source]#

Bases: ExperimentModule, Queryable

Description
A SelectionCriteria is an algorithm which gives scores to query candidates. Higher scores correspond to more informative/valuable queries.
abstract query(self, queries) → data_points[source]#
Description
Gives each query from the list a score based on the implementation.
Is not implemented here.
Parameters:

queries (Iterable over NDArrays) – A list of queries to evaluate

Returns:

queries, associated scores

Return type:

Iterable over NDArrays, Iterable over NDArrays

Raises:

NotImplementedError

result_constrain(self) → ResultConstrain[source]#
Description
Returns the result constrains for scores.
Current Constrains
None
Returns:

Constrains around results

Return type:

ResultConstrain