Struct ndarray_linalg::lobpcg::TruncatedSvd

source · 
pub struct TruncatedSvd<A: Scalar> { /* private fields */ }
Expand description

Truncated singular value decomposition

Wraps the LOBPCG algorithm and provides convenient builder-pattern access to parameter like maximal iteration, precision and constraint matrix.

Implementations§

source§

impl<A: Float + Scalar + ScalarOperand + Lapack + PartialOrd + Default> TruncatedSvd<A>

source

pub fn new(problem: Array2<A>, order: Order) -> TruncatedSvd<A>

source

pub fn precision(self, precision: f32) -> Self

source

pub fn maxiter(self, maxiter: usize) -> Self

source

pub fn decompose(self, num: usize) -> Result<TruncatedSvdResult<A>>

Auto Trait Implementations§

§

impl<A> Freeze for TruncatedSvd<A>

§

impl<A> RefUnwindSafe for TruncatedSvd<A>
where A: RefUnwindSafe,

§

impl<A> Send for TruncatedSvd<A>
where A: Send,

§

impl<A> Sync for TruncatedSvd<A>
where A: Sync,

§

impl<A> Unpin for TruncatedSvd<A>

§

impl<A> UnwindSafe for TruncatedSvd<A>
where A: RefUnwindSafe,

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<U> 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, U> TryFrom<U> for T
where U: Into<T>,

source§

type Error = Infallible

The type returned in the event of a conversion error.
source§

fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>

Performs the conversion.
source§

impl<T, U> TryInto<U> for T
where U: TryFrom<T>,

source§

type Error = <U as TryFrom<T>>::Error

The type returned in the event of a conversion error.
source§

fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>

Performs the conversion.
§

impl<V, T> VZip<V> for T
where V: MultiLane<T>,

§

fn vzip(self) -> V