The pytorch dataset class allows loading data up to the boolean_classification prediction_time, but we should support a start + end window functionality where we can load a subset of data in a window. This is supported by the multiwindow_dataset class, but that class is meant for and created for cases where you have multiple windows. We should
[ ] rename it to window_dataset class
[ ] add tests confirming it works as intended for singular windows.
[ ] Add a tutorial demonstrating a simple workflow for this
The pytorch dataset class allows loading data up to the boolean_classification prediction_time, but we should support a start + end window functionality where we can load a subset of data in a window. This is supported by the multiwindow_dataset class, but that class is meant for and created for cases where you have multiple windows. We should
window_datasetclass