tapas.generators.generator.ReprosynGeneratorFromCLI

class tapas.generators.generator.ReprosynGeneratorFromCLI(exe='rsyn', method='mst', config={}, verbose=True, label=None)

Bases: tapas.generators.generator.Generator

A class which wraps an external executable as a generator. Currently supports only tabular datasets.

__init__(exe='rsyn', method='mst', config={}, verbose=True, label=None)

Parameters

• exe (The path to the executable as a string. defaults to rsyn) –

• method (the reprosyn generator) –

• config (dictionary stating method parameters.) –

• verbose (whether to display the stderr from reprosyn.) –

• label (string to represent this generator in reports.) –

Methods

__init__([exe, method, config, verbose, label])	param exe
fit(dataset)	Fit generator to real data.
generate(num_samples)	Given an input dataset, output a synthetic dataset with given number of samples.
get_default_config()

Attributes

label

fit(dataset)

Fit generator to real data.

generate(num_samples)

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