sklears_kernel_approximation::graph_kernels

Struct WeisfeilerLehmanKernel

pub struct WeisfeilerLehmanKernel { /* private fields */ }

Expand description

Weisfeiler-Lehman kernel for graphs WeisfeilerLehmanKernel

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impl WeisfeilerLehmanKernel

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pub fn new(iterations: usize) -> Self

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pub fn use_node_labels(self, use_labels: bool) -> Self

Enable node labels

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pub fn normalize(self, normalize: bool) -> Self

Set normalization

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impl Clone for WeisfeilerLehmanKernel

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fn clone(&self) -> WeisfeilerLehmanKernel

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 WeisfeilerLehmanKernel

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

Formats the value using the given formatter. Read more

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impl Fit<Vec<Graph>, ()> for WeisfeilerLehmanKernel

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type Fitted = FittedWeisfeilerLehmanKernel

The fitted model type

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fn fit(self, graphs: &Vec<Graph>, _y: &()) -> Result<Self::Fitted>

Fit the model to the provided data with validation

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fn fit_with_validation( self, x: &X, y: &Y, _x_val: Option<&X>, _y_val: Option<&Y>, ) -> Result<(Self::Fitted, FitMetrics), SklearsError>
where Self: Sized,

Fit with custom validation and early stopping

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impl UnwindSafe for WeisfeilerLehmanKernel

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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> 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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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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