sklears_decomposition::memory_efficiency

Struct OutOfCoreDecomposition

pub struct OutOfCoreDecomposition { /* private fields */ }

Expand description

Out-of-core matrix decomposition for datasets larger than memory

Implementations§

Source §

pub fn incremental_svd<P: AsRef<Path>>( &self, matrix_file: P, n_rows: usize, n_cols: usize, ) -> SklearsResult<(Array2<f64>, Array2<f64>, Array2<f64>)>

Perform incremental SVD on large matrices using out-of-core processing

Auto Trait Implementations§

§

impl Freeze for OutOfCoreDecomposition

§

impl RefUnwindSafe for OutOfCoreDecomposition

§

impl Send for OutOfCoreDecomposition

§

impl Sync for OutOfCoreDecomposition

§

impl Unpin for OutOfCoreDecomposition

§

impl UnsafeUnpin for OutOfCoreDecomposition

§

impl UnwindSafe for OutOfCoreDecomposition

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<ST, DT> CastableFrom<ST, Initialized, Initialized> for DT
where ST: ?Sized, DT: ?Sized,

Source §

impl<ST, DT> CastableFrom<ST, Uninit, Uninit> for DT
where ST: ?Sized, DT: ?Sized,

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 §