ensemble

probly.transformation.ensemble(base: Predictor[In, Out], num_members: int, reset_params: bool = True) EnsemblePredictor[In, Out][source]

Create an ensemble predictor from a base predictor based on [LPB17].

Parameters:
  • base – The base model to be used for the ensemble.

  • num_members – The number of members in the ensemble.

  • reset_params – Whether to reset the parameters of each member.

Returns:

The ensemble predictor.

Examples using probly.transformation.ensemble

Deep Ensemble on Two Moons

Deep Ensemble on Two Moons

Deep Ensemble on MNIST

Deep Ensemble on MNIST