brainstat.stats.utils.undo_mask

brainstat.stats.utils.undo_mask(Y, mask, axis=0, missing_value=nan)[source]

Restores the original dimensions of masked data.

Parameters

  • Y (numpy.ndarray) – Masked data.

  • mask (numpy.ndarray) – Boolean vector used to mask the data.

  • axis (int, optional) – Axis along which to operate, by default 0.

  • missing_value (scalar, optional) – Number to insert for missing values, by default np.nan.

Returns

numpy.ndarray – Unmasked data.