tapas.generators.generator.Generator

class tapas.generators.generator.Generator

Bases: abc.ABC

Base class for generators

__init__()

Methods

__init__()

fit(dataset, **kwargs)

Fit generator to real data.

generate(num_samples[, random_state])

Given an input dataset, output a synthetic dataset with given number of samples.

Attributes

label

abstract fit(dataset, **kwargs)

Fit generator to real data.

abstract generate(num_samples, random_state=None)

Given an input dataset, output a synthetic dataset with given number of samples.