Struct DiversitySampler 

pub struct DiversitySampler { /* private fields */ }

Diversity sampler that generates varied body parameter sets.

Implementations

impl DiversitySampler

pub fn new(strategy: SamplingStrategy) -> Self

pub fn with_seed(self, seed: u64) -> Self

pub fn add_param(&mut self, spec: ParamSpec)

pub fn param_count(&self) -> usize

pub fn sample(&self, n: usize) -> Vec<HashMap<String, f32>>

Generate N diverse parameter sets.

pub fn sample_near( &self, base: &HashMap<String, f32>, n: usize, ) -> Vec<HashMap<String, f32>>

Generate one sample near given base parameters.

pub fn sample_with_extremes(&self, n: usize) -> Vec<HashMap<String, f32>>

Generate population with guaranteed coverage of extremes.

pub fn diversity_score(samples: &[HashMap<String, f32>]) -> f32

Compute diversity score: average pairwise L2 distance between samples.