sparsifier#

Provides an abstract Sparsifier.

Sparsifiers remove samples from a signal.

class Sparsifier#

Bases: ABC

A sparsifier sparsifies an input signal by removing samples.

abstract sparsify(signal: DataFrame) → DataFrame#

Removes half of the samples chosen with a uniform random distributions.