autoprognosis.plugins.uncertainty package

class UncertaintyPlugin(model: Any)

Bases: object

abstract fit(*args: Any, **kwargs: Any) → UncertaintyPlugin

abstract static name() → str

abstract predict(*args: Any, **kwargs: Any) → DataFrame

abstract predict_proba(*args: Any, **kwargs: Any) → DataFrame

static type() → str

class UncertaintyQuantification

Bases: PluginLoader

add(name: str, cls: Type) → PluginLoader

get(name: str, *args: Any, **kwargs: Any) → Any

get_type(name: str) → Type

list() → List[str]

list_available() → List[str]

reload() → PluginLoader

types() → List[Type]

Submodules