Struct GraphSAGEConfig 

pub struct GraphSAGEConfig {
    pub input_dim: usize,
    pub hidden_dims: Vec<usize>,
    pub output_dim: usize,
    pub aggregator_kind: AggregatorKind,
    pub num_samples_per_layer: Vec<usize>,
    pub normalize_output: bool,
    pub seed: u64,
}

Configuration for a multi-layer GraphSAGE model.

Fields

input_dim: usize

Dimension of raw node features.

hidden_dims: Vec<usize>

Sizes of hidden layers (excluding input and output).

output_dim: usize

Final output embedding dimension.

aggregator_kind: AggregatorKind

Aggregator kind applied at each layer.

num_samples_per_layer: Vec<usize>

Number of neighbors to sample at each layer.

normalize_output: bool

L2-normalize final embeddings.

seed: u64

Random seed.

Trait Implementations

impl Clone for GraphSAGEConfig

fn clone(&self) -> GraphSAGEConfig

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for GraphSAGEConfig

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

Formats the value using the given formatter.

impl Default for GraphSAGEConfig

fn default() -> Self

Returns the “default value” for a type.

impl<'de> Deserialize<'de> for GraphSAGEConfig

fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for GraphSAGEConfig

fn serialize<__S>(&self, __serializer: __S) -> Result<__S::Ok, __S::Error>

where __S: Serializer,

Serialize this value into the given Serde serializer.