GNNConfig

oxirs_embed::models::gnn

Struct GNNConfig 

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pub struct GNNConfig {
    pub base_config: ModelConfig,
    pub gnn_type: GNNType,
    pub num_layers: usize,
    pub hidden_dimensions: Vec<usize>,
    pub dropout: f64,
    pub aggregation: AggregationType,
    pub num_heads: Option<usize>,
    pub sample_neighbors: Option<usize>,
    pub residual_connections: bool,
    pub layer_norm: bool,
    pub edge_features: bool,
}
Expand description

Configuration for GNN models

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§base_config: ModelConfig§gnn_type: GNNType§num_layers: usize§hidden_dimensions: Vec<usize>§dropout: f64§aggregation: AggregationType§num_heads: Option<usize>§sample_neighbors: Option<usize>§residual_connections: bool§layer_norm: bool§edge_features: bool

Trait Implementations§

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impl Clone for GNNConfig

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fn clone(&self) -> GNNConfig

Returns a duplicate of the value. Read more
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fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more
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impl Debug for GNNConfig

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

Formats the value using the given formatter. Read more
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impl Default for GNNConfig

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fn default() -> Self

Returns the “default value” for a type. Read more
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impl<'de> Deserialize<'de> for GNNConfig

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fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>
where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer. Read more
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impl Serialize for GNNConfig

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

Serialize this value into the given Serde serializer. Read more

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