class `monad.ui.config.DataTimeSplit`

Configuration of the division into training, validation and test sets.

from monad.ui.config import DataTimeSplit, TimeRange
from datetime import datetime

DataTimeSplit(
    training = TimeRange(
        start_date=datetime(2024, 1, 1), 
        end_date=datetime(2025, 8, 31)
    ), 
    validation = TimeRange(
        start_date=datetime(2025, 9, 1), 
        end_date=datetime(2025, 9, 30)
    ), 
    test = TimeRange(
        start_date=datetime(2025, 10, 1), 
        end_date=datetime(2025, 10, 31)
    )
)

Parameters

training: TimeRange | None
Definition of the training period.

validation: TimeRange | None
Definition of the validation period.

test: TimeRange | None
Default: None
Definition of the test period.

class monad.ui.config.DataTimeSplit

class `monad.ui.config.DataTimeSplit`