Trait Gene

pub trait Gene {
    // Required methods
    fn empty(inputs: usize, outputs: usize) -> Self;
    fn is_same_species_as(&self, other: &Self) -> bool;
    fn cross(&self, other: &Self) -> Self;
    fn mutate<T: GlobalNeatCounter>(&mut self, neat: &mut T);
    fn predict(&self, input: &[f64], activate: fn(f64) -> f64) -> Vec<f64>;
}

Trait required for a genome to be used by neat

Required Methods

fn empty(inputs: usize, outputs: usize) -> Self

returns an empty genome with only input and output nodes and no connections

fn is_same_species_as(&self, other: &Self) -> bool

checks if the other genome is same species as self

fn cross(&self, other: &Self) -> Self

method for cross over of two genomes

fn mutate<T: GlobalNeatCounter>(&mut self, neat: &mut T)

method for mutation of the genome

fn predict(&self, input: &[f64], activate: fn(f64) -> f64) -> Vec<f64>

constructs the neural network and returns the output as a vec of floats

Dyn Compatibility

This trait is not dyn compatible.

In older versions of Rust, dyn compatibility was called "object safety", so this trait is not object safe.

Implementors

impl Gene for Genotype