vak.prep.split.split#

Functions for creating splits of datasets used with neural network models, such as the standard train-val-test splits used with supervised learning methods.

Functions

frame_classification_dataframe(dataset_df, ...)

Create datasets splits from a dataframe representing a frame classification dataset.

train_test_dur_split_inds(durs, labels, ...)

Return indices to split a dataset into training, test, and validation sets of specified durations.

unit_dataframe(dataset_df, dataset_path, ...)

Create datasets splits from a dataframe representing a unit dataset.