Struct Node2VecGraph

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pub struct Node2VecGraph {
    pub adjacency: FxHashMap<u32, Vec<(u32, f32)>>,
    pub transition_probs: FxHashMap<(u32, u32), Vec<(u32, f32)>>,
}

Expand description

Structure to store the Node2Vec graph

§Fields

adjacency - The adjacency stored as an FxHashMap.
transition_probs - The transition probabilities stored in a FxHashMap.

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§adjacency: FxHashMap<u32, Vec<(u32, f32)>>§transition_probs: FxHashMap<(u32, u32), Vec<(u32, f32)>>

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impl Node2VecGraph

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pub fn generate_walks( &self, walks_per_node: usize, walk_length: usize, seed: usize, ) -> Vec<Vec<u32>>

Generates random walks from the graph

§Params

walks_per_node - Number of walks to generate starting from each node
walk_length - Length of each walk
seed - Random seed for reproducibility

§Returns

Vector of walks, where each walk is a sequence of node IDs

Trait Implementations§

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impl Clone for Node2VecGraph

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fn clone(&self) -> Node2VecGraph

Returns a duplicate of the value. Read more

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

Performs copy-assignment from source. Read more

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impl Debug for Node2VecGraph

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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 Node2VecGraph

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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> ByRef<T> for T

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fn by_ref(&self) -> &T

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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> DistributionExt for T
where T: ?Sized,

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fn rand<T>(&self, rng: &mut (impl Rng + ?Sized)) -> T
where Self: Distribution<T>,

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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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