pe.population.composite_population module

class pe.population.composite_population.CompositePopulation(populations)

Bases: Population

Using different population algorithms at different PE iterations.

__init__(populations)

Constructor.

Parameters:

populations (list[pe.population.Population]) – The list of populations to use at each PE iteration

initial(label_info, num_samples)

Generate the initial synthetic data.

Parameters:

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

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

Returns:

The initial synthetic data

Return type:

pe.data.Data

next(syn_data, num_samples)

Generate the next synthetic data.

Parameters:

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

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

Returns:

The next synthetic data

Return type:

pe.data.Data