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MeanPoolAggregator

oxirs_embed::graph_models::graphsage

Struct MeanPoolAggregator 

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pub struct MeanPoolAggregator { /* private fields */ }
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Mean-pool aggregator: element-wise mean of neighbor features after MLP.

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impl MeanPoolAggregator

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pub fn new(input_dim: usize, hidden_dim: usize, rng: &mut Lcg) -> Self

Create with a single hidden MLP applied before mean-pooling.

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impl Aggregator for MeanPoolAggregator

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fn aggregate( &self, neighbor_features: &[Vec<f64>], _input_dim: usize, ) -> Vec<f64>

Aggregate neighbor_features (each of length input_dim) into one vector.
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fn output_dim(&self, _input_dim: usize) -> usize

Output dimensionality produced by this aggregator given input_dim.
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impl Clone for MeanPoolAggregator

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fn clone(&self) -> MeanPoolAggregator

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 MeanPoolAggregator

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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<T> Any 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)
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