Struct GraphEncoding 

pub struct GraphEncoding {
    pub nodes: Vec<NodeType>,
    pub edges: Vec<Vec<bool>>,
    pub node_attrs: Vec<NodeAttributes>,
}

Graph-based encoding (for complex topologies)

Fields

nodes: Vec<NodeType>

Node types (layer types)

edges: Vec<Vec<bool>>

Adjacency matrix

node_attrs: Vec<NodeAttributes>

Node attributes

Implementations

impl GraphEncoding

pub fn new(nodes: Vec<NodeType>, edges: Vec<Vec<bool>>) -> Self

Create a new graph encoding

pub fn random<R: Rng>(rng: &mut Random<R>) -> Result<Self>

Create a random graph encoding

Trait Implementations

impl ArchitectureEncoding for GraphEncoding

fn to_vector(&self) -> Vec<f64>

Convert to a vector representation

fn from_vector(vec: &[f64]) -> Result<Self>

Create from a vector representation

fn dimension(&self) -> usize

Get the dimensionality of the encoding

fn mutate(&self, mutation_rate: f32) -> Result<Box<dyn ArchitectureEncoding>>

Mutate the architecture

fn crossover( &self, other: &dyn ArchitectureEncoding, ) -> Result<Box<dyn ArchitectureEncoding>>

Crossover with another architecture

fn to_architecture(&self) -> Result<Architecture>

Convert to Architecture struct

fn clone_box(&self) -> Box<dyn ArchitectureEncoding>

Clone as trait object

impl Clone for GraphEncoding

fn clone(&self) -> GraphEncoding

Returns a duplicate of the value.

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source.

impl Debug for GraphEncoding

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

Formats the value using the given formatter.

impl Display for GraphEncoding

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

Formats the value using the given formatter.