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))); }