RandomProjection#

class sdm.processing.numerical.RandomProjection(channels: int, *, init: Literal['normal'] = 'normal')#

Bases: EnsembleProcessor

Randomly project numerical columns.

Parameters:

  • channels (int) – Number of output numerical columns.

  • init (Literal['normal']) – The projection weight initialization. "normal" samples Gaussian weights scaled by 1 / sqrt(channels).

Capabilities#

Handled Semantic Types

numerical

Requires Fitting

✅