probly.calibration.scaling.common

Common methods for temperature scaling.

Functions

platt(base)	Dispatches to the correct platt scaling implementation.
register_platt_factory(key)	Returns a decorator to register a class in the platt factory.
register_temperature_factory(key)	Returns a decorator to register a class in the temperature factory.
register_vector_factory(key)	Returns a decorator to register a class in the vector factory.
temperature(base)	Dispatches to the correct temperature scaling implementation.
vector(base, num_classes)	Dispatches to the correct vector scaling implementation.

probly.calibration.scaling.common.platt(base)

Dispatches to the correct platt scaling implementation.

Parameters:

base (object)

Return type:

object

probly.calibration.scaling.common.register_platt_factory(key)

Returns a decorator to register a class in the platt factory.

Parameters:

key (LazyType)

Return type:

Callable

probly.calibration.scaling.common.register_temperature_factory(key)

Returns a decorator to register a class in the temperature factory.

Parameters:

key (LazyType)

Return type:

Callable

probly.calibration.scaling.common.register_vector_factory(key)

Returns a decorator to register a class in the vector factory.

Parameters:

key (LazyType)

Return type:

Callable

probly.calibration.scaling.common.temperature(base)

Dispatches to the correct temperature scaling implementation.

Parameters:

base (object)

Return type:

object

probly.calibration.scaling.common.vector(base, num_classes)

Dispatches to the correct vector scaling implementation.

Parameters:

• base (object)

• num_classes (int)

Return type:

object