lale.search.op2hp module¶

class lale.search.op2hp.HPOperatorVisitor(pgo: Optional[Dict[str, Dict[str, Dict[str, int]]]] = None)[source]¶

Bases: lale.util.Visitor.Visitor

get_unique_name(name: str) → str[source]¶

classmethod run(op: PlannedOperator, schema=None, pgo: Optional[Dict[str, Dict[str, Dict[str, int]]]] = None)[source]¶

visitOperatorChoice(op: OperatorChoice, schema=None)[source]¶

visitPlannedIndividualOp(op: PlannedIndividualOp, schema=None)[source]¶

visitPlannedPipeline(op: PlannedPipeline, schema=None)[source]¶

visitTrainableIndividualOp(op: PlannedIndividualOp, schema=None)¶

visitTrainablePipeline(op: PlannedPipeline, schema=None)¶

visitTrainedIndividualOp(op: PlannedIndividualOp, schema=None)¶

visitTrainedPipeline(op: PlannedPipeline, schema=None)¶

lale.search.op2hp.hyperopt_search_space(op: PlannedOperator, schema=None, pgo: Optional[Dict[str, Dict[str, Dict[str, int]]]] = None)[source]¶