Population

oxirs_embed::neuro_evolution

Struct Population 

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pub struct Population {
    pub individuals: Vec<NeuralArchitecture>,
    pub generation: usize,
    pub best_fitness: f64,
    pub average_fitness: f64,
    pub diversity_score: f64,
}
Expand description

Population of neural architectures

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§individuals: Vec<NeuralArchitecture>§generation: usize§best_fitness: f64§average_fitness: f64§diversity_score: f64

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impl Population

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pub fn initialize(config: &NeuroEvolutionConfig) -> Self

Create initial random population

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pub async fn evaluate( &mut self, evaluator: &ArchitectureEvaluator, ) -> Result<()>

Evaluate population fitness

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pub fn evolve(&mut self, config: &NeuroEvolutionConfig) -> Result<()>

Evolve to next generation

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pub fn get_best(&self) -> Option<&NeuralArchitecture>

Get the best individual

Trait Implementations§

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impl Clone for Population

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fn clone(&self) -> Population

Returns a duplicate of the value. Read more
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fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more
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impl Debug for Population

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fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter. Read more

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