pe.population.population module

class pe.population.population.Population[source]

Bases: ABC

The abstract class that generates synthetic data.

abstract initial(label_info, num_samples)[source]

Generate the initial synthetic data.

Parameters:

  • label_info (omegaconf.dictconfig.DictConfig) – The label info

  • num_samples (int) – The number of samples to generate

abstract next(syn_data, num_samples)[source]

Generate the next synthetic data.

Parameters:

  • syn_data (pe.data.Data) – The synthetic data

  • num_samples (int) – The number of samples to generate