Struct GraphClassificationGCN

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pub struct GraphClassificationGCN { /* private fields */ }

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Multi-layer Graph Convolutional Network for graph classification

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impl GraphClassificationGCN

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pub fn new( layer_dims: Vec<usize>, num_classes: usize, pooling_type: PoolingType, dropout: f32, ) -> Result<Self, TorshError>

Create new graph classification GCN

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impl GraphClassifier for GraphClassificationGCN

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fn forward(&self, graph: &GraphData) -> Result<Tensor, TorshError>

Forward pass for graph classification Forward pass producing graph-level logits Read more

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fn parameters(&self) -> Vec<Tensor>

Get model parameters

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fn num_classes(&self) -> usize

Get number of output classes

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impl UnwindSafe for GraphClassificationGCN

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impl<T> Any for T
where T: 'static + ?Sized,

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impl<T> From<T> for T

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fn from(t: T) -> T

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Calls U::from(self).

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where F: FnOnce(&Self) -> bool,

Converts self into a Left variant of Either<Self, Self> if into_left(&self) returns true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more

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