Struct HierarchicalGraphClassifier

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pub struct HierarchicalGraphClassifier { /* private fields */ }

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Hierarchical Graph Classification Network Uses multiple scales of graph representations

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impl HierarchicalGraphClassifier

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pub fn new( input_dim: usize, local_hidden: usize, global_hidden: usize, num_classes: usize, ) -> Result<Self, TorshError>

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impl GraphClassifier for HierarchicalGraphClassifier

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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 HierarchicalGraphClassifier

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

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Gets the TypeId of self. Read more

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impl<T> From<T> for T

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fn into(self) -> U

Calls U::from(self).

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fn into_either(self, into_left: bool) -> Either<Self, Self> ⓘ

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

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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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