lale.search.HP module¶

class lale.search.HP.SearchSpaceHPExprVisitor(name: str)[source]¶

Bases: lale.util.Visitor.Visitor

array_single_expr_(space: lale.search.search_space.SearchSpaceArray, path: str, num)[source]¶

classmethod run(space: lale.search.search_space.SearchSpace, name: str)[source]¶

visitSearchSpaceArray(space: lale.search.search_space.SearchSpaceArray, path: str, counter=None)[source]¶

visitSearchSpaceBool(space: lale.search.search_space.SearchSpaceEnum, path: str, counter=None)¶

visitSearchSpaceConstant(space: lale.search.search_space.SearchSpaceEnum, path: str, counter=None)¶

visitSearchSpaceEnum(space: lale.search.search_space.SearchSpaceEnum, path: str, counter=None)[source]¶

visitSearchSpaceList(space: lale.search.search_space.SearchSpaceList, path: str, counter=None)[source]¶

visitSearchSpaceNumber(space: lale.search.search_space.SearchSpaceNumber, path: str, counter=None)[source]¶

visitSearchSpaceObject(space: lale.search.search_space.SearchSpaceObject, path: str, counter=None)[source]¶

class lale.search.HP.SearchSpaceHPStrVisitor(name: str)[source]¶

Bases: lale.util.Visitor.Visitor

array_single_str_(space: lale.search.search_space.SearchSpaceArray, path: str, num, useCounter=True) → str[source]¶

classmethod run(space: lale.search.search_space.SearchSpace, name: str, counter=None, useCounter=True)[source]¶

visitSearchSpaceArray(space: lale.search.search_space.SearchSpaceArray, path: str, counter=None, useCounter=True) → str[source]¶

visitSearchSpaceBool(space: lale.search.search_space.SearchSpaceEnum, path: str, counter=None, useCounter=True)¶

visitSearchSpaceConstant(space: lale.search.search_space.SearchSpaceEnum, path: str, counter=None, useCounter=True)¶

visitSearchSpaceEnum(space: lale.search.search_space.SearchSpaceEnum, path: str, counter=None, useCounter=True)[source]¶

visitSearchSpaceList(space: lale.search.search_space.SearchSpaceList, path: str, counter=None, useCounter=True) → str[source]¶

visitSearchSpaceNumber(space: lale.search.search_space.SearchSpaceNumber, path: str, counter=None, useCounter=True)[source]¶

visitSearchSpaceObject(space: lale.search.search_space.SearchSpaceObject, path: str, counter=None, useCounter=True)[source]¶

lale.search.HP.mk_label(label, counter, useCounter=True)[source]¶

lale.search.HP.pgo_sample(pgo, sample)[source]¶

lale.search.HP.search_space_to_hp_expr(space: lale.search.search_space.SearchSpace, name: str)[source]¶

lale.search.HP.search_space_to_hp_str(space: lale.search.search_space.SearchSpace, name: str) → str[source]¶

lale.search.HP.search_space_to_str_for_comparison(space: lale.search.search_space.SearchSpace, name: str) → str[source]¶