dare¶

probly.method.dare(base: Predictor[In, Out], num_members: int, reset_params: bool = True) → DarePredictor[In, Out][source]¶

Create a DARE predictor from a base predictor based on [dMDMV23].

Parameters:

base – The base logit classifier to replicate into an ensemble.
num_members – Number of ensemble members.
reset_params – Whether to reset the parameters of each member. Default is True.

Returns:

The DARE predictor.

Examples using `probly.method.dare`¶

DARE on Two Moons

DARE on Two Moons

DARE on MNIST