Struct Node2VecConfig

pub struct Node2VecConfig {
    pub dimensions: usize,
    pub walk_length: usize,
    pub num_walks: usize,
    pub window_size: usize,
    pub p: f64,
    pub q: f64,
    pub epochs: usize,
    pub learning_rate: f64,
    pub negative_samples: usize,
}

Configuration for Node2Vec embedding algorithm

Fields

dimensions: usize

Dimensions of the embedding vectors

walk_length: usize

Length of each random walk

num_walks: usize

Number of random walks per node

window_size: usize

Window size for skip-gram model

p: f64

Return parameter p (likelihood of immediate revisiting)

q: f64

In-out parameter q (exploration vs exploitation)

epochs: usize

Number of training epochs

learning_rate: f64

Learning rate for gradient descent

negative_samples: usize

Number of negative samples for training

Trait Implementations

impl Clone for Node2VecConfig

fn clone(&self) -> Node2VecConfig

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for Node2VecConfig

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

Formats the value using the given formatter.

impl Default for Node2VecConfig

fn default() -> Self

Returns the “default value” for a type.