Struct MultiModalGraphData

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pub struct MultiModalGraphData {
    pub graph: GraphData,
    pub node_data: HashMap<usize, MultiModalNodeData>,
    pub available_modalities: HashSet<Modality>,
    pub modality_dims: HashMap<Modality, usize>,
}

Expand description

Multi-modal graph data structure

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§graph: GraphData

Base graph structure

§node_data: HashMap<usize, MultiModalNodeData>

Multi-modal data for each node

§available_modalities: HashSet<Modality>

Available modalities in the dataset

§modality_dims: HashMap<Modality, usize>

Modality-specific feature dimensions

Implementations§

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impl MultiModalGraphData

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pub fn new(graph: GraphData) -> Self

Create new multi-modal graph data

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pub fn add_node_data(&mut self, node_data: MultiModalNodeData)

Add multi-modal data for a node

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pub fn get_modality_data(&self, modality: Modality) -> Vec<(usize, &Tensor)>

Get node data for specific modalities

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pub fn get_complete_nodes(&self, modalities: &[Modality]) -> Vec<usize>

Get nodes that have all specified modalities

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pub fn modality_statistics(&self) -> HashMap<Modality, f32>

Get statistics about modality coverage

Trait Implementations§

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impl Clone for MultiModalGraphData

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fn clone(&self) -> MultiModalGraphData

Returns a duplicate of the value. Read more

1.0.0 (const: unstable) · Source§

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

Performs copy-assignment from source. Read more

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impl Debug for MultiModalGraphData

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fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter. Read more

Auto Trait Implementations§

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impl UnwindSafe for MultiModalGraphData

Blanket Implementations§

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

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fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more

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impl<T> Borrow<T> for T
where T: ?Sized,

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fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more

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impl<T> BorrowMut<T> for T
where T: ?Sized,

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

Mutably borrows from an owned value. Read more

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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
where ST: ?Sized, DT: ?Sized,

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impl<T> CloneToUninit for T
where T: Clone,

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unsafe fn clone_to_uninit(&self, dest: *mut u8)

🔬This is a nightly-only experimental API. (clone_to_uninit)

Performs copy-assignment from self to dest. Read more

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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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impl<T, U> Into for T
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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