sklears_decomposition::hardware_acceleration

Struct ParallelDecomposition

pub struct ParallelDecomposition { /* private fields */ }

Expand description

Parallel decomposition algorithms

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impl ParallelDecomposition

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pub fn new() -> Self

Create a new parallel decomposition instance

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

Set configuration

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pub fn parallel_svd( &self, matrix: &Array2<Float>, ) -> Result<(Array2<Float>, Array1<Float>, Array2<Float>)>

Parallel SVD computation for large matrices

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pub fn parallel_eigendecomposition( &self, matrix: &Array2<Float>, ) -> Result<(Array1<Float>, Array2<Float>)>

Parallel eigendecomposition

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pub fn parallel_matrix_multiply( &self, a: &Array2<Float>, b: &Array2<Float>, ) -> Result<Array2<Float>>

Parallel matrix multiplication with tiling

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impl Default for ParallelDecomposition

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fn default() -> Self

Returns the “default value” for a type. Read more

Auto Trait Implementations§

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impl UnwindSafe for ParallelDecomposition

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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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