scglue.models.data.ArrayDataset.random_split

ArrayDataset.random_split(fractions, random_state=None)

Randomly split the dataset into multiple subdatasets according to given fractions.

Parameters:

• fractions (typing.List[float]) – Fraction of each split

• random_state (typing.Union[RandomState, int, None]) – Random state

Return type:

typing.List[scglue.models.data.ArrayDataset]

Returns:

subdatasets – A list of splitted subdatasets