Population

API reference: pe.population package.

pe.population.population.Population is responsible for generating the initial synthetic samples and the new synthetic samples for each Private Evolution iteration. It has the following key methods:

• pe.population.population.Population.initial(): Generates the initial synthetic samples.

• pe.population.population.Population.next(): Generates the synthetic samples for the next Private Evolution iteration.

Available Populations

pe.population.pe_population.PEPopulation is currently the only implementation of pe.population.population.Population. It supports the key population algorthms from existing Private Evolution papers (https://github.com/fjxmlzn/private-evolution-papers).