hibou.utils.get_validation_from_training

hibou.utils.get_validation_from_training(train_inputs: array, train_targets: array, validation_percentage: float = 10)

Extracts the given percentage of data from the training dataset to create a validation dataset.

Parameters

train_inputsnp.array

The training inputs.

train_targetsnp.array

The training targets.

validation_percentagefloat, optionnal

By default: 10.0. The percentage of training data that will make up the validation dataset.

Returns

tuple

A tuple that contains two elements: the new training dataset (inputs and targets) and the validation dataset (inputs and targets).