oxirs_graphrag::gnn_encoder::message_passing

Struct GnnEncoderConfig

pub struct GnnEncoderConfig {
    pub num_layers: usize,
    pub hidden_dim: usize,
    pub num_epochs: usize,
    pub learning_rate: f64,
    pub margin: f64,
}

Expand description

Configuration for the message-passing GNN encoder.

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§num_layers: usize

Number of message-passing layers (default: 2)

§hidden_dim: usize

Dimensionality of hidden and output embeddings (default: 64)

§num_epochs: usize

Training epochs for the link-prediction objective (default: 50)

§learning_rate: f64

SGD learning rate (default: 0.01)

§margin: f64

Margin for the triplet margin loss (default: 1.0)

Trait Implementations§

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impl Clone for GnnEncoderConfig

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fn clone(&self) -> GnnEncoderConfig

Returns a duplicate of the value. Read more

1.0.0 (const: unstable) · Source§

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

Performs copy-assignment from source. Read more

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impl Debug for GnnEncoderConfig

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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 GnnEncoderConfig

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fn default() -> Self

Returns the “default value” for a type. Read more

Auto Trait Implementations§

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impl UnwindSafe for GnnEncoderConfig

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impl<T> CloneToUninit for T
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unsafe fn clone_to_uninit(&self, dest: *mut u8)

🔬This is a nightly-only experimental API. (clone_to_uninit)

Performs copy-assignment from self to dest. Read more

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