Struct TwoSidedID

pub struct TwoSidedID<A: Scalar> {
    pub c: Array2<A>,
    pub x: Array2<A>,
    pub r: Array2<A>,
    pub row_ind: Array1<usize>,
    pub col_ind: Array1<usize>,
}

Store a two sided interpolative decomposition

Fields

c: Array2<A>

The C matrix of the two sided interpolative decomposition

x: Array2<A>

The X matrix of the two sided interpolative decomposition

r: Array2<A>

The R matrix of the two sided interpolative decomposition

row_ind: Array1<usize>

The row index vector

col_ind: Array1<usize>

The column index vector

Trait Implementations

impl<S> Apply<Complex<f32>, ArrayBase<S, Dim<[usize; 1]>>> for TwoSidedID<c32>

where S: Data<Elem = c32>,

type Output = ArrayBase<OwnedRepr<Complex<f32>>, Dim<[usize; 1]>>

fn dot(&self, rhs: &ArrayBase<S, Ix1>) -> Self::Output

impl<S> Apply<Complex<f32>, ArrayBase<S, Dim<[usize; 2]>>> for TwoSidedID<c32>

where S: Data<Elem = c32>,

type Output = ArrayBase<OwnedRepr<Complex<f32>>, Dim<[usize; 2]>>

fn dot(&self, rhs: &ArrayBase<S, Ix2>) -> Self::Output

impl<S> Apply<Complex<f64>, ArrayBase<S, Dim<[usize; 1]>>> for TwoSidedID<c64>

where S: Data<Elem = c64>,

type Output = ArrayBase<OwnedRepr<Complex<f64>>, Dim<[usize; 1]>>

fn dot(&self, rhs: &ArrayBase<S, Ix1>) -> Self::Output

impl<S> Apply<Complex<f64>, ArrayBase<S, Dim<[usize; 2]>>> for TwoSidedID<c64>

where S: Data<Elem = c64>,

type Output = ArrayBase<OwnedRepr<Complex<f64>>, Dim<[usize; 2]>>

fn dot(&self, rhs: &ArrayBase<S, Ix2>) -> Self::Output

impl<S> Apply<f32, ArrayBase<S, Dim<[usize; 1]>>> for TwoSidedID<f32>

where S: Data<Elem = f32>,

type Output = ArrayBase<OwnedRepr<f32>, Dim<[usize; 1]>>

fn dot(&self, rhs: &ArrayBase<S, Ix1>) -> Self::Output

impl<S> Apply<f32, ArrayBase<S, Dim<[usize; 2]>>> for TwoSidedID<f32>

where S: Data<Elem = f32>,

type Output = ArrayBase<OwnedRepr<f32>, Dim<[usize; 2]>>

fn dot(&self, rhs: &ArrayBase<S, Ix2>) -> Self::Output

impl<S> Apply<f64, ArrayBase<S, Dim<[usize; 1]>>> for TwoSidedID<f64>

where S: Data<Elem = f64>,

type Output = ArrayBase<OwnedRepr<f64>, Dim<[usize; 1]>>

fn dot(&self, rhs: &ArrayBase<S, Ix1>) -> Self::Output

impl<S> Apply<f64, ArrayBase<S, Dim<[usize; 2]>>> for TwoSidedID<f64>

where S: Data<Elem = f64>,

type Output = ArrayBase<OwnedRepr<f64>, Dim<[usize; 2]>>

fn dot(&self, rhs: &ArrayBase<S, Ix2>) -> Self::Output

impl TwoSidedIDTraits for TwoSidedID<c32>

type A = Complex<f32>

fn get_c(&self) -> ArrayView2<'_, Self::A>

Return the C matrix

fn get_x(&self) -> ArrayView2<'_, Self::A>

Return the X matrix

fn get_r(&self) -> ArrayView2<'_, Self::A>

Return the R matrix

fn get_col_ind(&self) -> ArrayView1<'_, usize>

Return the column index vector

fn get_row_ind(&self) -> ArrayView1<'_, usize>

Return the row index vector

fn get_c_mut(&mut self) -> ArrayViewMut2<'_, Self::A>

fn get_x_mut(&mut self) -> ArrayViewMut2<'_, Self::A>

fn get_r_mut(&mut self) -> ArrayViewMut2<'_, Self::A>

fn get_col_ind_mut(&mut self) -> ArrayViewMut1<'_, usize>

fn get_row_ind_mut(&mut self) -> ArrayViewMut1<'_, usize>

fn new( x: Array2<Self::A>, r: Array2<Self::A>, c: Array2<Self::A>, col_ind: Array1<usize>, row_ind: Array1<usize>, ) -> Self

Return a two sided interpolative decomposition from the component matrices X, R, C, and the column and row index vectors

fn nrows(&self) -> usize

Number of rows of the underlying operator

fn ncols(&self) -> usize

Number of columns of the underlying operator

fn rank(&self) -> usize

Rank of the two sided interpolative decomposition

fn to_mat(&self) -> Array2<Self::A>

Convert to a matrix

impl TwoSidedIDTraits for TwoSidedID<c64>

type A = Complex<f64>

fn get_c(&self) -> ArrayView2<'_, Self::A>

Return the C matrix

fn get_x(&self) -> ArrayView2<'_, Self::A>

Return the X matrix

fn get_r(&self) -> ArrayView2<'_, Self::A>

Return the R matrix

fn get_col_ind(&self) -> ArrayView1<'_, usize>

Return the column index vector

fn get_row_ind(&self) -> ArrayView1<'_, usize>

Return the row index vector

fn get_c_mut(&mut self) -> ArrayViewMut2<'_, Self::A>

fn get_x_mut(&mut self) -> ArrayViewMut2<'_, Self::A>

fn get_r_mut(&mut self) -> ArrayViewMut2<'_, Self::A>

fn get_col_ind_mut(&mut self) -> ArrayViewMut1<'_, usize>

fn get_row_ind_mut(&mut self) -> ArrayViewMut1<'_, usize>

fn new( x: Array2<Self::A>, r: Array2<Self::A>, c: Array2<Self::A>, col_ind: Array1<usize>, row_ind: Array1<usize>, ) -> Self

Return a two sided interpolative decomposition from the component matrices X, R, C, and the column and row index vectors

fn nrows(&self) -> usize

Number of rows of the underlying operator

fn ncols(&self) -> usize

Number of columns of the underlying operator

fn rank(&self) -> usize

Rank of the two sided interpolative decomposition

fn to_mat(&self) -> Array2<Self::A>

Convert to a matrix

impl TwoSidedIDTraits for TwoSidedID<f32>

type A = f32

fn get_c(&self) -> ArrayView2<'_, Self::A>

Return the C matrix

fn get_x(&self) -> ArrayView2<'_, Self::A>

Return the X matrix

fn get_r(&self) -> ArrayView2<'_, Self::A>

Return the R matrix

fn get_col_ind(&self) -> ArrayView1<'_, usize>

Return the column index vector

fn get_row_ind(&self) -> ArrayView1<'_, usize>

Return the row index vector

fn get_c_mut(&mut self) -> ArrayViewMut2<'_, Self::A>

fn get_x_mut(&mut self) -> ArrayViewMut2<'_, Self::A>

fn get_r_mut(&mut self) -> ArrayViewMut2<'_, Self::A>

fn get_col_ind_mut(&mut self) -> ArrayViewMut1<'_, usize>

fn get_row_ind_mut(&mut self) -> ArrayViewMut1<'_, usize>

fn new( x: Array2<Self::A>, r: Array2<Self::A>, c: Array2<Self::A>, col_ind: Array1<usize>, row_ind: Array1<usize>, ) -> Self

Return a two sided interpolative decomposition from the component matrices X, R, C, and the column and row index vectors

fn nrows(&self) -> usize

Number of rows of the underlying operator

fn ncols(&self) -> usize

Number of columns of the underlying operator

fn rank(&self) -> usize

Rank of the two sided interpolative decomposition

fn to_mat(&self) -> Array2<Self::A>

Convert to a matrix

impl TwoSidedIDTraits for TwoSidedID<f64>

type A = f64

fn get_c(&self) -> ArrayView2<'_, Self::A>

Return the C matrix

fn get_x(&self) -> ArrayView2<'_, Self::A>

Return the X matrix

fn get_r(&self) -> ArrayView2<'_, Self::A>

Return the R matrix

fn get_col_ind(&self) -> ArrayView1<'_, usize>

Return the column index vector

fn get_row_ind(&self) -> ArrayView1<'_, usize>

Return the row index vector

fn get_c_mut(&mut self) -> ArrayViewMut2<'_, Self::A>

fn get_x_mut(&mut self) -> ArrayViewMut2<'_, Self::A>

fn get_r_mut(&mut self) -> ArrayViewMut2<'_, Self::A>

fn get_col_ind_mut(&mut self) -> ArrayViewMut1<'_, usize>

fn get_row_ind_mut(&mut self) -> ArrayViewMut1<'_, usize>

fn new( x: Array2<Self::A>, r: Array2<Self::A>, c: Array2<Self::A>, col_ind: Array1<usize>, row_ind: Array1<usize>, ) -> Self

Return a two sided interpolative decomposition from the component matrices X, R, C, and the column and row index vectors

fn nrows(&self) -> usize

Number of rows of the underlying operator

fn ncols(&self) -> usize

Number of columns of the underlying operator

fn rank(&self) -> usize

Rank of the two sided interpolative decomposition

fn to_mat(&self) -> Array2<Self::A>

Convert to a matrix