Struct Node2VecOptions 

pub struct Node2VecOptions {
    pub dimensions: usize,
    pub walk_length: usize,
    pub walks_per_node: usize,
    pub p: f64,
    pub q: f64,
    pub window_size: usize,
    pub negative_samples: usize,
    pub epochs: usize,
    pub learning_rate: f64,
    pub seed: u64,
}

Node2Vec v1 options.

Fields

dimensions: usize

Output vector width.

walk_length: usize

Transitions in each walk.

walks_per_node: usize

Walks originating at each selected node.

p: f64

Return parameter p.

q: f64

In/out parameter q.

window_size: usize

Fixed context radius.

negative_samples: usize

Negative samples per positive context.

epochs: usize

Training passes over the fixed corpus.

learning_rate: f64

Constant SGNS learning rate.

seed: u64

Caller seed; omission normalizes to zero.

Trait Implementations

impl Clone for Node2VecOptions

fn clone(&self) -> Node2VecOptions

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for Node2VecOptions

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

Formats the value using the given formatter.

impl Default for Node2VecOptions

fn default() -> Self

Returns the “default value” for a type.

impl PartialEq for Node2VecOptions

fn eq(&self, other: &Node2VecOptions) -> bool

Equality operator ==.

fn ne(&self, other: &Rhs) -> bool

Inequality operator !=.

impl StructuralPartialEq for Node2VecOptions