gw.domains.multibanded_frequency_domain.decimate_uniform

gw.domains.multibanded_frequency_domain.decimate_uniform(
    data,
    decimation_factor,
)

Reduce dimension of data by decimation_factor along last axis, by uniformly averaging sets of decimation_factor neighbouring bins.

Parameters

Name	Type	Description	Default
data		Array or tensor to be decimated.	required
decimation_factor	int	Factor by how much to compress. Needs to divide data.shape[-1].	required

Name	Type	Description
	data_decimated	Uniformly decimated data, as array or tensor. Shape (*data.shape[:-1], data.shape[-1]/decimation_factor).