public void KeepSelectedLearners(IEnumerable <string> learnersToKeep)
{
var allLearners = RecipeInference.AllowedLearners(_env, TrainerKind);
_env.AssertNonEmpty(allLearners);
_availableLearners = allLearners.Where(l => learnersToKeep.Contains(l.LearnerName)).ToArray();
AutoMlEngine.UpdateLearners(_availableLearners);
}
public void InferSearchSpace(int numTransformLevels)
{
var learners = RecipeInference.AllowedLearners(_env, TrainerKind).ToArray();
if (_requestedLearners != null && _requestedLearners.Length > 0)
{
learners = learners.Where(l => _requestedLearners.Contains(l.LearnerName)).ToArray();
}
ComputeSearchSpace(numTransformLevels, learners, (b, c) => InferAndFilter(b, c));
}
private bool IsValidLearnerSet(RecipeInference.SuggestedRecipe.SuggestedLearner[] learners)
{
var inferredLearners = RecipeInference.AllowedLearners(_env, TrainerKind);
return(learners.All(l => inferredLearners.Any(i => i.LearnerName == l.LearnerName)));
}
