Struct GraphClassificationGAT

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pub struct GraphClassificationGAT { /* private fields */ }

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Graph Attention Network for classification

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impl GraphClassificationGAT

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pub fn new( input_dim: usize, hidden_dim: usize, num_heads: usize, num_layers: usize, num_classes: usize, dropout: f32, ) -> Result<Self, TorshError>

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impl GraphClassifier for GraphClassificationGAT

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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 GraphClassificationGAT

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

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fn type_id(&self) -> TypeId

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fn borrow_mut(&mut self) -> &mut T

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impl<ST, DT> CastableFrom<ST, Initialized, Initialized> for DT
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impl<ST, DT> CastableFrom<ST, Uninit, Uninit> for DT
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impl<T> From<T> for T

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fn from(t: T) -> T

Returns the argument unchanged.

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where U: From<T>,

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fn into(self) -> U

Calls U::from(self).

That is, this conversion is whatever the implementation of From<T> for U chooses to do.

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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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fn into_either_with<F>(self, into_left: F) -> Either<Self, Self> ⓘ
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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