Struct Node2Vec

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pub struct Node2Vec<N: Node> { /* private fields */ }

Expand description

Basic Node2Vec implementation foundation

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impl<N: Node> Node2Vec<N>

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pub fn new(config: Node2VecConfig) -> Self

Create a new Node2Vec instance

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pub fn generate_walks<E, Ix>( &mut self, graph: &Graph<N, E, Ix>, ) -> Result<Vec<RandomWalk<N>>>
where N: Clone + Debug, E: EdgeWeight + Into<f64>, Ix: IndexType,

Generate training data (random walks) for Node2Vec

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pub fn train<E, Ix>(&mut self, graph: &Graph<N, E, Ix>) -> Result<()>
where N: Clone + Debug, E: EdgeWeight + Into<f64>, Ix: IndexType,

Train the Node2Vec model (simplified version) Note: This is a foundation implementation that would need a full skip-gram implementation

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pub fn model(&self) -> &EmbeddingModel<N>

Get the trained model

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pub fn model_mut(&mut self) -> &mut EmbeddingModel<N>

Get mutable reference to the model

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impl<N> !UnwindSafe for Node2Vec<N>

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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<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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impl<T> IntoEither for T

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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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