Struct PopulationBasedTraining 

pub struct PopulationBasedTraining<E, X, Y> { /* private fields */ }

Population-based Training optimizer

Implementations

impl<E, X, Y> PopulationBasedTraining<E, X, Y>

where E: Clone + Debug,

pub fn new(config: PBTConfig, parameter_space: PBTParameterSpace) -> Self

Create a new PBT optimizer

pub fn initialize_population(&mut self)

Initialize the population with random hyperparameters

pub fn population(&self) -> &[PBTWorker<E>]

Get the current population

pub fn best_worker(&self) -> Option<&PBTWorker<E>>

Get the best worker in the current population

pub fn update_worker_score( &mut self, worker_id: usize, score: f64, ) -> Result<()>

Update worker performance

pub fn exploit_and_explore(&mut self) -> Result<()>

Perform exploitation and exploration step

pub fn check_convergence(&self) -> bool

Check if any worker has converged

pub fn get_statistics(&self) -> PBTStatistics

Get optimization statistics