Separates the total data set of alloy compositions into training and test subsets.

Parameters:¶

data: DataFrame¶

The dataset of alloy compositions.

targets: list[str]¶

The features to be modelled by the neural network.

train: list | DataFrame = []¶

If provided, a preselected subset of data to be used for training.

test: list | DataFrame = []¶

If provided, a preselected subset of data to be used for testing.