potential to specify time series splitter

[almostintuitive]

Hi! Thank you for the super useful library! We'd love to use it on time series tasks, but for that, we'd need the internal splitter to respect the temporal dimension of the data. We're happy to contribute a PR that makes this possible. Is there anything specific regarding the public API that we should keep in mind of, in order for our PR to be accepted?

Thank you!