encode_input

encode_input(dataset: npt.NDArray[np.float64], variables: Collection[Variable]) → npt.NDArray[np.float64]

Encode the input dataset using the provided variable encodings.

Parameters:

  • dataset (npt.NDArray[np.float64]) – The input dataset to encode.

  • variables (Collection[Variable]) – The variables corresponding to the input dataset.

Raises:

  • ValueError – If the input dataset is not 1D or 2D.

  • ValueError – If the number of variables in the input dataset does not match the number of variables in the black-box function.

Returns:

The encoded input dataset.

Return type:

npt.NDArray[np.float64]