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DataSplit

datasynth_graph::ml

Struct DataSplit 

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pub struct DataSplit {
    pub train_nodes: Vec<NodeId>,
    pub val_nodes: Vec<NodeId>,
    pub test_nodes: Vec<NodeId>,
    pub train_edges: Vec<EdgeId>,
    pub val_edges: Vec<EdgeId>,
    pub test_edges: Vec<EdgeId>,
}
Expand description

Result of a data split.

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§train_nodes: Vec<NodeId>

Training node IDs.

§val_nodes: Vec<NodeId>

Validation node IDs.

§test_nodes: Vec<NodeId>

Test node IDs.

§train_edges: Vec<EdgeId>

Training edge IDs.

§val_edges: Vec<EdgeId>

Validation edge IDs.

§test_edges: Vec<EdgeId>

Test edge IDs.

Implementations§

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impl DataSplit

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pub fn node_masks(&self, graph: &Graph) -> (Vec<bool>, Vec<bool>, Vec<bool>)

Creates node masks for the graph.

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pub fn edge_masks(&self, graph: &Graph) -> (Vec<bool>, Vec<bool>, Vec<bool>)

Creates edge masks for the graph.

Trait Implementations§

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impl Clone for DataSplit

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fn clone(&self) -> DataSplit

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 DataSplit

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

Formats the value using the given formatter. Read more

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fn borrow_mut(&mut self) -> &mut 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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