Struct rusty_compression::two_sided_interp_decomp::TwoSidedID

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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>,
}

Expand description

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

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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]>>

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

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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]>>

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

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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]>>

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

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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]>>

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

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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]>>

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

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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]>>

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

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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]>>

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

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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]>>

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

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impl TwoSidedIDTraits for TwoSidedID<f32>

type A = f32

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

Return the C matrix

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

Return the X matrix

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

Return the R matrix

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

Return the column index vector

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

Return the row index vector

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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 Read more

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fn nrows(&self) -> usize

Number of rows of the underlying operator

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fn ncols(&self) -> usize

Number of columns of the underlying operator

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fn rank(&self) -> usize

Rank of the two sided interpolative decomposition

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

Convert to a matrix

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impl TwoSidedIDTraits for TwoSidedID<f64>

type A = f64

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

Return the C matrix

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

Return the X matrix

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

Return the R matrix

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

Return the column index vector

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

Return the row index vector

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

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

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

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

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

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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 Read more

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fn nrows(&self) -> usize

Number of rows of the underlying operator

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fn ncols(&self) -> usize

Number of columns of the underlying operator

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fn rank(&self) -> usize

Rank of the two sided interpolative decomposition

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

Convert to a matrix

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impl TwoSidedIDTraits for TwoSidedID<c32>

type A = Complex<f32>

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

Return the C matrix

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

Return the X matrix

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

Return the R matrix

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

Return the column index vector

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

Return the row index vector

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

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

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

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

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

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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 Read more

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fn nrows(&self) -> usize

Number of rows of the underlying operator

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fn ncols(&self) -> usize

Number of columns of the underlying operator

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fn rank(&self) -> usize

Rank of the two sided interpolative decomposition

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

Convert to a matrix

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impl TwoSidedIDTraits for TwoSidedID<c64>

type A = Complex<f64>

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

Return the C matrix

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

Return the X matrix

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

Return the R matrix

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

Return the column index vector

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

Return the row index vector

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

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

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

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

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

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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 Read more

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fn nrows(&self) -> usize

Number of rows of the underlying operator

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fn ncols(&self) -> usize

Number of columns of the underlying operator

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fn rank(&self) -> usize

Rank of the two sided interpolative decomposition

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

Convert to a matrix

Auto Trait Implementations

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

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

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

impl<A> Unpin for TwoSidedID<A>

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

Blanket Implementations

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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,

const: unstable · source

fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more

source

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

const: unstable · source

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

Mutably borrows from an owned value. Read more

source

impl<T> From<T> for T

const: unstable · source

fn from(t: T) -> T

Returns the argument unchanged.

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

const: unstable · 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 for T where
U: Into<T>,

type Error = Infallible

The type returned in the event of a conversion error.

const: unstable · source

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

Performs the conversion.

source

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

type Error = >::Error

The type returned in the event of a conversion error.

const: unstable · source

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

Performs the conversion.

Struct rusty_compression::two_sided_interp_decomp::TwoSidedID

Fields

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<f32>

type A = f32

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

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

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

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

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

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

fn nrows(&self) -> usize

fn ncols(&self) -> usize

fn rank(&self) -> usize

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

impl TwoSidedIDTraits for TwoSidedID<f64>

type A = f64

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

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

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

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

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

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

fn nrows(&self) -> usize

fn ncols(&self) -> usize

fn rank(&self) -> usize

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

impl TwoSidedIDTraits for TwoSidedID<c32>

type A = Complex<f32>

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

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

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

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

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

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

fn nrows(&self) -> usize

fn ncols(&self) -> usize

fn rank(&self) -> usize

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

impl TwoSidedIDTraits for TwoSidedID<c64>

type A = Complex<f64>

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]>>

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]>>

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]>>

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]>>

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]>>

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]>>

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]>>

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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