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EmbeddingConfig

oxirs_graphrag::graph::embeddings

Struct EmbeddingConfig 

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pub struct EmbeddingConfig {
    pub embedding_dim: usize,
    pub walk_length: usize,
    pub num_walks: usize,
    pub p: f64,
    pub q: f64,
    pub community_bias: f64,
    pub window_size: usize,
    pub random_seed: u64,
}
Expand description

Configuration for community-aware embeddings

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§embedding_dim: usize

Embedding dimension (default: 128)

§walk_length: usize

Walk length for Node2Vec (default: 80)

§num_walks: usize

Number of walks per node (default: 10)

§p: f64

Return parameter p for Node2Vec (default: 1.0)

§q: f64

In-out parameter q for Node2Vec (default: 1.0)

§community_bias: f64

Community bias for random walks (default: 2.0, higher = prefer same community)

§window_size: usize

Window size for skip-gram (default: 5)

§random_seed: u64

Random seed

Trait Implementations§

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impl Clone for EmbeddingConfig

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fn clone(&self) -> EmbeddingConfig

Returns a duplicate of the value. Read more
1.0.0 · Source§

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

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

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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 EmbeddingConfig

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fn default() -> Self

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

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