incerto.conformal.split_data

Contents

incerto.conformal.split_data#

incerto.conformal.split_data(dataset, cal_ratio=0.5, seed=None)[source]#

Split dataset into calibration and test sets.

Parameters:
  • dataset (Dataset) – PyTorch dataset to split.

  • cal_ratio (float) – Fraction of data to use for calibration.

  • seed (Optional[int]) – Random seed for reproducibility.

Return type:

tuple[Subset, Subset]

Returns:

Tuple of (calibration_dataset, test_dataset).