hyperimpute.plugins.core.params module

class Categorical(name: str, choices: List[Any])

Bases: Params

_abc_impl = <_abc_data object>

get() → List[Any]

sample(trial: Trial) → Any

sample_np() → Any

class Float(name: str, low: float, high: float)

Bases: Params

_abc_impl = <_abc_data object>

get() → List[Any]

sample(trial: Trial) → float

sample_np() → Any

class Integer(name: str, low: int, high: int, step: int = 1)

Bases: Params

_abc_impl = <_abc_data object>

get() → List[Any]

sample(trial: Trial) → Any

sample_np() → Any

class Params(name: str, bounds: Tuple[Any, Any])

Bases: object

_abc_impl = <_abc_data object>

abstract get() → List[Any]

abstract sample(trial: Trial) → Any

abstract sample_np() → Any