Struct BatchRandomWalker

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pub struct BatchRandomWalker<N: Node + Debug> { /* private fields */ }

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SIMD-optimized batch random walk with precomputed transition probabilities More efficient for large-scale embedding generation

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impl<N: Node + Clone + Hash + Eq + Debug> BatchRandomWalker<N>

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pub fn new<E, Ix>(graph: &Graph<N, E, Ix>) -> Result<Self>
where E: EdgeWeight + Into<f64>, Ix: IndexType, N: Debug,

Create a new batch random walker

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pub fn generate_walks<E, Ix>( &self, graph: &Graph<N, E, Ix>, starts: &[N], walk_length: usize, num_walks_per_node: usize, ) -> Result<Vec<Vec<N>>>
where E: EdgeWeight, Ix: IndexType + Sync, N: Send + Sync + Debug,

Generate multiple random walks in parallel using SIMD optimizations

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impl<N> UnwindSafe for BatchRandomWalker<N>
where N: UnwindSafe,

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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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