vak.train.parametric_umap#

Function that trains models in the Parametric UMAP family.

Functions

get_split_dur(df, split)

Get duration of a split in a dataset from a pandas DataFrame representing the dataset.

get_trainer(max_epochs, ckpt_root, ...[, device])

Returns an instance of lightning.Trainer with a default set of callbacks.

train_parametric_umap_model(model_name, ...)

Train a model from the parametric UMAP family and save results.