sklears_kernel_approximation::distributed_kernel

Struct DistributedNystroem

pub struct DistributedNystroem { /* private fields */ }

Expand description

Distributed Nyström method for kernel approximation

Implements a distributed version of the Nyström method where inducing points and eigendecomposition are computed in parallel.

Implementations§

Source §

impl DistributedNystroem

Source

pub fn new(n_components: usize, gamma: f64) -> Self

Create a new distributed Nyström approximation

Source

pub fn with_config(self, config: DistributedConfig) -> Self

Set the distributed computing configuration

Source

pub fn with_random_state(self, random_state: u64) -> Self

Set random state for reproducibility

Source

pub fn fit(&mut self, x: &Array2<f64>) -> Result<()>

Fit the distributed Nyström method

Source

pub fn transform(&self, x: &Array2<f64>) -> Result<Array2<f64>>

Transform data using the fitted Nyström approximation

Auto Trait Implementations§

§

impl UnwindSafe for DistributedNystroem

Blanket Implementations§

Source §

impl<T> Any for T
where T: 'static + ?Sized,

Source §

fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more

Source §

impl<T> Borrow<T> for T
where T: ?Sized,

Source §

fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more

Source §

impl<T> BorrowMut<T> for T
where T: ?Sized,

Source §

fn borrow_mut(&mut self) -> &mut T

Mutably borrows from an owned value. Read more

Source §

impl<T> From<T> for T

Source §

fn from(t: T) -> T

Returns the argument unchanged.

Source §

impl<T, U> Into for T
where U: From<T>,

Source §

fn into(self) -> U

Calls U::from(self).

That is, this conversion is whatever the implementation of From<T> for U chooses to do.

Source §

impl<T> IntoEither for T

Source §

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

Source §

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

Source §