focal.commands.hyperparameter_commands module

This module defines the logic for optimizing hyperparameters for each model.

class focal.commands.hyperparameter_commands.CNNHyperparameterSearch[source]

Bases: BaseCommand

Perform hyperparameter search for CNN model.

class focal.commands.hyperparameter_commands.ImageHyperparameterSearch[source]

Bases: BaseCommand

Perform hyperparameter search for image-only model.

execute(config) → None[source]

Runs the command

class focal.commands.hyperparameter_commands.MLPHyperparameterSearch[source]

Bases: BaseCommand

Perform hyperparameter search for MLP model.