Struct faer::sparse::SparseColMat

pub struct SparseColMat<I: Index, E: Entity> { /* private fields */ }

Sparse matrix in column-major format, either compressed or uncompressed.

Implementations

impl<I: Index, E: Entity> SparseColMat<I, E>

pub fn new( symbolic: SymbolicSparseColMat<I>, values: GroupFor<E, Vec<E::Unit>> ) -> Self

Creates a new sparse matrix view.

Panics

Panics if the length of values is not equal to the length of symbolic.row_indices().

pub fn nrows(&self) -> usize

Returns the number of rows of the matrix.

pub fn ncols(&self) -> usize

Returns the number of columns of the matrix.

pub fn shape(&self) -> (usize, usize)

Returns the number of rows and columns of the matrix.

pub fn to_owned(&self) -> Result<SparseColMat<I, E::Canonical>, FaerError>

where E: Conjugate, E::Canonical: ComplexField,

Copies self into a newly allocated matrix.

Note

Allows unsorted matrices, producing an unsorted output.

pub fn to_sorted(&self) -> Result<SparseColMat<I, E::Canonical>, FaerError>

where E: Conjugate, E::Canonical: ComplexField,

Copies self into a newly allocated matrix with sorted indices.

Note

Allows unsorted matrices, producing a sorted output.

pub fn to_dense(&self) -> Mat<E::Canonical>

where E: Conjugate, E::Canonical: ComplexField,

Copies self into a newly allocated dense matrix

pub fn to_row_major(&self) -> Result<SparseRowMat<I, E::Canonical>, FaerError>

where E: Conjugate, E::Canonical: ComplexField,

Copies self into a newly allocated matrix, with row-major order.

Note

Allows unsorted matrices, producing a sorted output.

pub fn sort_indices(&mut self)

Sorts the row indices in each column of the matrix in-place.

Note

Allows unsorted matrices.

pub fn parts(&self) -> (SymbolicSparseColMatRef<'_, I>, GroupFor<E, &[E::Unit]>)

Decomposes the matrix into the symbolic part and the numerical values.

pub fn parts_mut( &mut self ) -> (SymbolicSparseColMatRef<'_, I>, GroupFor<E, &mut [E::Unit]>)

Decomposes the matrix into the symbolic part and the numerical values.

pub fn into_parts(self) -> (SymbolicSparseColMat<I>, GroupFor<E, Vec<E::Unit>>)

Decomposes the matrix into the symbolic part and the numerical values.

pub fn as_ref(&self) -> SparseColMatRef<'_, I, E>

Returns a view over self.

pub fn as_mut(&mut self) -> SparseColMatMut<'_, I, E>

Returns a mutable view over self.

Note that the symbolic structure cannot be changed through this view.

pub fn values(&self) -> GroupFor<E, &[E::Unit]>

Returns a slice over the numerical values of the matrix.

pub fn values_mut(&mut self) -> GroupFor<E, &mut [E::Unit]>

Returns a mutable slice over the numerical values of the matrix.

pub fn transpose(&self) -> SparseRowMatRef<'_, I, E>

Returns a view over the transpose of self in row-major format.

pub fn transpose_mut(&mut self) -> SparseRowMatMut<'_, I, E>

Returns a view over the transpose of self in row-major format.

pub fn conjugate(&self) -> SparseColMatRef<'_, I, E::Conj>

where E: Conjugate,

Returns a view over the conjugate of self.

pub fn conjugate_mut(&mut self) -> SparseColMatMut<'_, I, E::Conj>

where E: Conjugate,

Returns a view over the conjugate of self.

pub fn adjoint(&self) -> SparseRowMatRef<'_, I, E::Conj>

where E: Conjugate,

Returns a view over the conjugate transpose of self.

pub fn adjoint_mut(&mut self) -> SparseRowMatMut<'_, I, E::Conj>

where E: Conjugate,

Returns a view over the conjugate transpose of self.

pub fn canonicalize(&self) -> (SparseColMatRef<'_, I, E::Canonical>, Conj)

where E: Conjugate,

Returns a view over the canonical representation of self, and whether it needs to be conjugated or not.

pub fn canonicalize_mut( &mut self ) -> (SparseColMatMut<'_, I, E::Canonical>, Conj)

where E: Conjugate,

Returns a view over the canonical representation of self, and whether it needs to be conjugated or not.

pub fn fill_from_order_and_values( &mut self, order: &ValuesOrder<I>, values: GroupFor<E, &[E::Unit]>, mode: FillMode )

where E: ComplexField,

Fill the matrix from a previously created value order. The provided values must correspond to the same indices that were provided in the function call from which the order was created.

Note

The symbolic structure is not changed.

pub fn into_transpose(self) -> SparseRowMat<I, E>

Returns the transpose of self in row-major format.

Note

Allows unsorted matrices, producing an unsorted output.

pub fn into_conjugate(self) -> SparseColMat<I, E::Conj>

where E: Conjugate,

Returns the conjugate of self.

pub fn into_adjoint(self) -> SparseRowMat<I, E::Conj>

where E: Conjugate,

Returns a view over the conjugate transpose of self.

pub fn compute_nnz(&self) -> usize

Returns the number of symbolic non-zeros in the matrix.

The value is guaranteed to be less than I::Signed::MAX.

Note

Allows unsorted matrices, but the output is a count of all the entries, including the duplicate ones.

pub fn col_ptrs(&self) -> &[I]

Returns the column pointers.

pub fn nnz_per_col(&self) -> Option<&[I]>

Returns the count of non-zeros per column of the matrix.

pub fn row_indices(&self) -> &[I]

Returns the row indices.

pub fn row_indices_of_col_raw(&self, j: usize) -> &[I]

Returns the row indices of column j.

Panics

Panics if j >= self.ncols().

pub fn row_indices_of_col( &self, j: usize ) -> impl '_ + ExactSizeIterator + DoubleEndedIterator<Item = usize>

Returns the row indices of column j.

Panics

Panics if j >= self.ncols().

pub fn values_of_col(&self, j: usize) -> GroupFor<E, &[E::Unit]>

Returns the numerical values of column j of the matrix.

Panics:

Panics if j >= ncols.

pub fn values_of_col_mut(&mut self, j: usize) -> GroupFor<E, &mut [E::Unit]>

Returns the numerical values of column j of the matrix.

Panics:

Panics if j >= ncols.

pub fn symbolic(&self) -> SymbolicSparseColMatRef<'_, I>

Returns the symbolic structure of the matrix.

pub fn col_range(&self, j: usize) -> Range<usize>

Returns the range that the column j occupies in self.row_indices().

Panics

Panics if j >= self.ncols().

pub unsafe fn col_range_unchecked(&self, j: usize) -> Range<usize>

Returns the range that the column j occupies in self.row_indices().

Safety

The behavior is undefined if j >= self.ncols().

pub fn get(&self, row: usize, col: usize) -> Option<GroupFor<E, &E::Unit>>

Returns a reference to the value at the given index, or None if the symbolic structure doesn’t contain it, or contains multiple values with the given index.

Panics

Panics if row >= self.nrows().
Panics if col >= self.ncols().

pub fn get_mut( &mut self, row: usize, col: usize ) -> Option<GroupFor<E, &mut E::Unit>>

Returns a reference to the value at the given index, or None if the symbolic structure doesn’t contain it, or contains multiple values with the given index.

Panics

Panics if row >= self.nrows().
Panics if col >= self.ncols().

pub fn get_all(&self, row: usize, col: usize) -> GroupFor<E, &[E::Unit]>

Returns a reference to a slice containing the values at the given index using a binary search.

Panics

Panics if row >= self.nrows().
Panics if col >= self.ncols().

pub fn get_all_mut( &mut self, row: usize, col: usize ) -> GroupFor<E, &mut [E::Unit]>

Returns a mutable reference to a slice containing the values at the given index using a binary search.

Panics

Panics if row >= self.nrows().
Panics if col >= self.ncols().

impl<I: Index, E: ComplexField> SparseColMat<I, E>

pub fn new_from_order_and_values( symbolic: SymbolicSparseColMat<I>, order: &ValuesOrder<I>, values: GroupFor<E, &[E::Unit]> ) -> Result<Self, FaerError>

Create a new matrix from a previously created symbolic structure and value order. The provided values must correspond to the same indices that were provided in the function call from which the order was created.

pub fn try_new_from_triplets( nrows: usize, ncols: usize, triplets: &[(I, I, E)] ) -> Result<Self, CreationError>

Create a new matrix from triplets (row, col, value).

pub fn try_new_from_nonnegative_triplets( nrows: usize, ncols: usize, triplets: &[(I::Signed, I::Signed, E)] ) -> Result<Self, CreationError>

Create a new matrix from triplets (row, col, value). Negative indices are ignored.

impl<I: Index, E: ComplexField> SparseColMat<I, E>

pub fn sp_solve_lower_triangular_in_place(&self, rhs: impl ColBatchMut<E>)

Assuming self is a lower triangular matrix, solves the equation self * X = rhs, and stores the result in rhs.

Note

The matrix indices need not be sorted, but the diagonal element is assumed to be the first stored element in each column.

pub fn sp_solve_upper_triangular_in_place(&self, rhs: impl ColBatchMut<E>)

Assuming self is an upper triangular matrix, solves the equation self * X = rhs, and stores the result in rhs.

Note

The matrix indices need not be sorted, but the diagonal element is assumed to be the last stored element in each column.

pub fn sp_solve_unit_lower_triangular_in_place(&self, rhs: impl ColBatchMut<E>)

Assuming self is a unit lower triangular matrix, solves the equation self * X = rhs, and stores the result in rhs.

Note

The matrix indices need not be sorted, but the diagonal element is assumed to be the first stored element in each column.

pub fn sp_solve_unit_upper_triangular_in_place(&self, rhs: impl ColBatchMut<E>)

Assuming self is a unit upper triangular matrix, solves the equation self * X = rhs, and stores the result in rhs.

Note

The matrix indices need not be sorted, but the diagonal element is assumed to be the last stored element in each column.

pub fn sp_cholesky(&self, side: Side) -> Result<Cholesky<I, E>, CholeskyError>

Returns the Cholesky decomposition of self. Only the provided side is accessed.

pub fn sp_lu(&self) -> Result<Lu<I, E>, LuError>

Returns the LU decomposition of self with partial (row) pivoting.

pub fn sp_qr(&self) -> Result<Qr<I, E>, FaerError>

Returns the QR decomposition of self.

Trait Implementations

impl<I: Index, E: ComplexField, LhsE: Conjugate<Canonical = E>, RhsE: Conjugate<Canonical = E>> Add<&SparseColMat<I, RhsE>> for &SparseColMat<I, LhsE>

type Output = SparseColMat<I, E>

The resulting type after applying the + operator.

fn add(self, other: &SparseColMat<I, RhsE>) -> Self::Output

Performs the + operation.

impl<I: Index, E: ComplexField, LhsE: Conjugate<Canonical = E>, RhsE: Conjugate<Canonical = E>> Add<&SparseColMat<I, RhsE>> for &SparseColMatMut<'_, I, LhsE>

type Output = SparseColMat<I, E>

The resulting type after applying the + operator.

fn add(self, other: &SparseColMat<I, RhsE>) -> Self::Output

Performs the + operation.

impl<I: Index, E: ComplexField, LhsE: Conjugate<Canonical = E>, RhsE: Conjugate<Canonical = E>> Add<&SparseColMat<I, RhsE>> for &SparseColMatRef<'_, I, LhsE>

type Output = SparseColMat<I, E>

The resulting type after applying the + operator.

fn add(self, other: &SparseColMat<I, RhsE>) -> Self::Output

Performs the + operation.

impl<I: Index, E: ComplexField, LhsE: Conjugate<Canonical = E>, RhsE: Conjugate<Canonical = E>> Add<&SparseColMat<I, RhsE>> for SparseColMat<I, LhsE>

type Output = SparseColMat<I, E>

The resulting type after applying the + operator.

fn add(self, other: &SparseColMat<I, RhsE>) -> Self::Output

Performs the + operation.

impl<I: Index, E: ComplexField, LhsE: Conjugate<Canonical = E>, RhsE: Conjugate<Canonical = E>> Add<&SparseColMat<I, RhsE>> for SparseColMatMut<'_, I, LhsE>

type Output = SparseColMat<I, E>

The resulting type after applying the + operator.

fn add(self, other: &SparseColMat<I, RhsE>) -> Self::Output

Performs the + operation.

impl<I: Index, E: ComplexField, LhsE: Conjugate<Canonical = E>, RhsE: Conjugate<Canonical = E>> Add<&SparseColMat<I, RhsE>> for SparseColMatRef<'_, I, LhsE>

type Output = SparseColMat<I, E>

The resulting type after applying the + operator.

fn add(self, other: &SparseColMat<I, RhsE>) -> Self::Output

Performs the + operation.

impl<I: Index, E: ComplexField, LhsE: Conjugate<Canonical = E>, RhsE: Conjugate<Canonical = E>> Add<&SparseColMatMut<'_, I, RhsE>> for &SparseColMat<I, LhsE>

type Output = SparseColMat<I, E>

The resulting type after applying the + operator.

fn add(self, other: &SparseColMatMut<'_, I, RhsE>) -> Self::Output

Performs the + operation.

impl<I: Index, E: ComplexField, LhsE: Conjugate<Canonical = E>, RhsE: Conjugate<Canonical = E>> Add<&SparseColMatMut<'_, I, RhsE>> for SparseColMat<I, LhsE>

type Output = SparseColMat<I, E>

The resulting type after applying the + operator.

fn add(self, other: &SparseColMatMut<'_, I, RhsE>) -> Self::Output

Performs the + operation.

impl<I: Index, E: ComplexField, LhsE: Conjugate<Canonical = E>, RhsE: Conjugate<Canonical = E>> Add<&SparseColMatRef<'_, I, RhsE>> for &SparseColMat<I, LhsE>

type Output = SparseColMat<I, E>

The resulting type after applying the + operator.

fn add(self, other: &SparseColMatRef<'_, I, RhsE>) -> Self::Output

Performs the + operation.

impl<I: Index, E: ComplexField, LhsE: Conjugate<Canonical = E>, RhsE: Conjugate<Canonical = E>> Add<&SparseColMatRef<'_, I, RhsE>> for SparseColMat<I, LhsE>

type Output = SparseColMat<I, E>

The resulting type after applying the + operator.

fn add(self, other: &SparseColMatRef<'_, I, RhsE>) -> Self::Output

Performs the + operation.

impl<I: Index, E: ComplexField, LhsE: Conjugate<Canonical = E>, RhsE: Conjugate<Canonical = E>> Add<SparseColMat<I, RhsE>> for &SparseColMat<I, LhsE>

type Output = SparseColMat<I, E>

The resulting type after applying the + operator.

fn add(self, other: SparseColMat<I, RhsE>) -> Self::Output

Performs the + operation.

impl<I: Index, E: ComplexField, LhsE: Conjugate<Canonical = E>, RhsE: Conjugate<Canonical = E>> Add<SparseColMat<I, RhsE>> for &SparseColMatMut<'_, I, LhsE>

type Output = SparseColMat<I, E>

The resulting type after applying the + operator.

fn add(self, other: SparseColMat<I, RhsE>) -> Self::Output

Performs the + operation.

impl<I: Index, E: ComplexField, LhsE: Conjugate<Canonical = E>, RhsE: Conjugate<Canonical = E>> Add<SparseColMat<I, RhsE>> for &SparseColMatRef<'_, I, LhsE>

type Output = SparseColMat<I, E>

The resulting type after applying the + operator.

fn add(self, other: SparseColMat<I, RhsE>) -> Self::Output

Performs the + operation.

impl<I: Index, E: ComplexField, LhsE: Conjugate<Canonical = E>, RhsE: Conjugate<Canonical = E>> Add<SparseColMat<I, RhsE>> for SparseColMat<I, LhsE>

type Output = SparseColMat<I, E>

The resulting type after applying the + operator.

fn add(self, other: SparseColMat<I, RhsE>) -> Self::Output

Performs the + operation.

impl<I: Index, E: ComplexField, LhsE: Conjugate<Canonical = E>, RhsE: Conjugate<Canonical = E>> Add<SparseColMat<I, RhsE>> for SparseColMatMut<'_, I, LhsE>

type Output = SparseColMat<I, E>

The resulting type after applying the + operator.

fn add(self, other: SparseColMat<I, RhsE>) -> Self::Output

Performs the + operation.

impl<I: Index, E: ComplexField, LhsE: Conjugate<Canonical = E>, RhsE: Conjugate<Canonical = E>> Add<SparseColMat<I, RhsE>> for SparseColMatRef<'_, I, LhsE>

type Output = SparseColMat<I, E>

The resulting type after applying the + operator.

fn add(self, other: SparseColMat<I, RhsE>) -> Self::Output

Performs the + operation.

impl<I: Index, E: ComplexField, LhsE: Conjugate<Canonical = E>, RhsE: Conjugate<Canonical = E>> Add<SparseColMatMut<'_, I, RhsE>> for &SparseColMat<I, LhsE>

type Output = SparseColMat<I, E>

The resulting type after applying the + operator.

fn add(self, other: SparseColMatMut<'_, I, RhsE>) -> Self::Output

Performs the + operation.

impl<I: Index, E: ComplexField, LhsE: Conjugate<Canonical = E>, RhsE: Conjugate<Canonical = E>> Add<SparseColMatMut<'_, I, RhsE>> for SparseColMat<I, LhsE>

type Output = SparseColMat<I, E>

The resulting type after applying the + operator.

fn add(self, other: SparseColMatMut<'_, I, RhsE>) -> Self::Output

Performs the + operation.

impl<I: Index, E: ComplexField, LhsE: Conjugate<Canonical = E>, RhsE: Conjugate<Canonical = E>> Add<SparseColMatRef<'_, I, RhsE>> for &SparseColMat<I, LhsE>

type Output = SparseColMat<I, E>

The resulting type after applying the + operator.

fn add(self, other: SparseColMatRef<'_, I, RhsE>) -> Self::Output

Performs the + operation.

impl<I: Index, E: ComplexField, LhsE: Conjugate<Canonical = E>, RhsE: Conjugate<Canonical = E>> Add<SparseColMatRef<'_, I, RhsE>> for SparseColMat<I, LhsE>

type Output = SparseColMat<I, E>

The resulting type after applying the + operator.

fn add(self, other: SparseColMatRef<'_, I, RhsE>) -> Self::Output

Performs the + operation.

impl<I: Index, LhsE: ComplexField, RhsE: Conjugate<Canonical = LhsE>> AddAssign<&SparseColMat<I, RhsE>> for SparseColMat<I, LhsE>

fn add_assign(&mut self, other: &SparseColMat<I, RhsE>)

Performs the += operation.

impl<I: Index, LhsE: ComplexField, RhsE: Conjugate<Canonical = LhsE>> AddAssign<&SparseColMat<I, RhsE>> for SparseColMatMut<'_, I, LhsE>

fn add_assign(&mut self, other: &SparseColMat<I, RhsE>)

Performs the += operation.

impl<I: Index, LhsE: ComplexField, RhsE: Conjugate<Canonical = LhsE>> AddAssign<&SparseColMatMut<'_, I, RhsE>> for SparseColMat<I, LhsE>

fn add_assign(&mut self, other: &SparseColMatMut<'_, I, RhsE>)

Performs the += operation.

impl<I: Index, LhsE: ComplexField, RhsE: Conjugate<Canonical = LhsE>> AddAssign<&SparseColMatRef<'_, I, RhsE>> for SparseColMat<I, LhsE>

fn add_assign(&mut self, other: &SparseColMatRef<'_, I, RhsE>)

Performs the += operation.

impl<I: Index, LhsE: ComplexField, RhsE: Conjugate<Canonical = LhsE>> AddAssign<SparseColMat<I, RhsE>> for SparseColMat<I, LhsE>

fn add_assign(&mut self, other: SparseColMat<I, RhsE>)

Performs the += operation.

impl<I: Index, LhsE: ComplexField, RhsE: Conjugate<Canonical = LhsE>> AddAssign<SparseColMat<I, RhsE>> for SparseColMatMut<'_, I, LhsE>

fn add_assign(&mut self, other: SparseColMat<I, RhsE>)

Performs the += operation.

impl<I: Index, LhsE: ComplexField, RhsE: Conjugate<Canonical = LhsE>> AddAssign<SparseColMatMut<'_, I, RhsE>> for SparseColMat<I, LhsE>

fn add_assign(&mut self, other: SparseColMatMut<'_, I, RhsE>)

Performs the += operation.

impl<I: Index, LhsE: ComplexField, RhsE: Conjugate<Canonical = LhsE>> AddAssign<SparseColMatRef<'_, I, RhsE>> for SparseColMat<I, LhsE>

fn add_assign(&mut self, other: SparseColMatRef<'_, I, RhsE>)

Performs the += operation.

impl<E: ComplexField, I: Index, ViewE: Conjugate<Canonical = E>> BiLinOp<E> for SparseColMat<I, ViewE>

Available on crate feature unstable only.

fn transpose_apply_req( &self, rhs_ncols: usize, parallelism: Parallelism<'_> ) -> Result<StackReq, SizeOverflow>

Computes the workspace size and alignment required to apply the transpose or adjoint of self to a matrix with rhs_ncols columns.

fn transpose_apply( &self, out: MatMut<'_, E>, rhs: MatRef<'_, E>, parallelism: Parallelism<'_>, stack: PodStack<'_> )

Applies the transpose of self to rhs, and stores the result in out.

fn adjoint_apply( &self, out: MatMut<'_, E>, rhs: MatRef<'_, E>, parallelism: Parallelism<'_>, stack: PodStack<'_> )

Applies the adjoint of self to rhs, and stores the result in out.

impl<E: ComplexField, I: Index, ViewE: Conjugate<Canonical = E>> BiPrecond<E> for SparseColMat<I, ViewE>

Available on crate feature unstable only.

fn transpose_apply_in_place_req( &self, rhs_ncols: usize, parallelism: Parallelism<'_> ) -> Result<StackReq, SizeOverflow>

Computes the workspace size and alignment required to apply the transpose or adjoint of self to a matrix with rhs_ncols columns in place.

fn transpose_apply_in_place( &self, rhs: MatMut<'_, E>, parallelism: Parallelism<'_>, stack: PodStack<'_> )

Applies the transpose of self to rhs, and stores the result in rhs.

fn adjoint_apply_in_place( &self, rhs: MatMut<'_, E>, parallelism: Parallelism<'_>, stack: PodStack<'_> )

Applies the adjoint of self to rhs, and stores the result in rhs.

impl<I: Clone + Index, E: Clone + Entity> Clone for SparseColMat<I, E>

fn clone(&self) -> SparseColMat<I, E>

Returns a copy of the value.

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source.

impl<I: Index, E: Entity> Debug for SparseColMat<I, E>

fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter.

impl<I: Index, E: SimpleEntity> Index<(usize, usize)> for SparseColMat<I, E>

type Output = E

The returned type after indexing.

fn index(&self, (row, col): (usize, usize)) -> &Self::Output

Performs the indexing (container[index]) operation.

impl<I: Index, E: SimpleEntity> IndexMut<(usize, usize)> for SparseColMat<I, E>

fn index_mut(&mut self, (row, col): (usize, usize)) -> &mut Self::Output

Performs the mutable indexing (container[index]) operation.

impl<E: ComplexField, I: Index, ViewE: Conjugate<Canonical = E>> LinOp<E> for SparseColMat<I, ViewE>

Available on crate feature unstable only.

fn nrows(&self) -> usize

Output dimension of the operator.

fn ncols(&self) -> usize

Input dimension of the operator.

fn apply_req( &self, rhs_ncols: usize, parallelism: Parallelism<'_> ) -> Result<StackReq, SizeOverflow>

Computes the workspace size and alignment required to apply self or the conjugate of self to a matrix with rhs_ncols columns.

fn apply( &self, out: MatMut<'_, E>, rhs: MatRef<'_, E>, parallelism: Parallelism<'_>, stack: PodStack<'_> )

Applies self to rhs, and stores the result in out.

fn conj_apply( &self, out: MatMut<'_, E>, rhs: MatRef<'_, E>, parallelism: Parallelism<'_>, stack: PodStack<'_> )

Applies the conjugate of self to rhs, and stores the result in out.

impl<I: Index, E: Entity> Matrix<E> for SparseColMat<I, E>

Available on crate feature std only.

fn rows(&self) -> usize

fn cols(&self) -> usize

fn access(&self) -> Access<'_, E>

Expose dense or sparse access to the matrix.

impl<I: Index, E: ComplexField, LhsE: Conjugate<Canonical = E>, RhsE: Conjugate<Canonical = E>> Mul<&Col<RhsE>> for &SparseColMat<I, LhsE>

where E::Canonical: ComplexField,

type Output = Col<E>

The resulting type after applying the * operator.

fn mul(self, other: &Col<RhsE>) -> Self::Output

Performs the * operation.

impl<I: Index, E: ComplexField, LhsE: Conjugate<Canonical = E>, RhsE: Conjugate<Canonical = E>> Mul<&Col<RhsE>> for SparseColMat<I, LhsE>

where E::Canonical: ComplexField,

type Output = Col<E>

The resulting type after applying the * operator.

fn mul(self, other: &Col<RhsE>) -> Self::Output

Performs the * operation.

impl<I: Index, E: ComplexField, LhsE: Conjugate<Canonical = E>, RhsE: Conjugate<Canonical = E>> Mul<&ColMut<'_, RhsE>> for &SparseColMat<I, LhsE>

where E::Canonical: ComplexField,

type Output = Col<E>

The resulting type after applying the * operator.

fn mul(self, other: &ColMut<'_, RhsE>) -> Self::Output

Performs the * operation.

impl<I: Index, E: ComplexField, LhsE: Conjugate<Canonical = E>, RhsE: Conjugate<Canonical = E>> Mul<&ColMut<'_, RhsE>> for SparseColMat<I, LhsE>

where E::Canonical: ComplexField,

type Output = Col<E>

The resulting type after applying the * operator.

fn mul(self, other: &ColMut<'_, RhsE>) -> Self::Output

Performs the * operation.

impl<I: Index, E: ComplexField, LhsE: Conjugate<Canonical = E>, RhsE: Conjugate<Canonical = E>> Mul<&ColRef<'_, RhsE>> for &SparseColMat<I, LhsE>

where E::Canonical: ComplexField,

type Output = Col<E>

The resulting type after applying the * operator.

fn mul(self, other: &ColRef<'_, RhsE>) -> Self::Output

Performs the * operation.

impl<I: Index, E: ComplexField, LhsE: Conjugate<Canonical = E>, RhsE: Conjugate<Canonical = E>> Mul<&ColRef<'_, RhsE>> for SparseColMat<I, LhsE>

where E::Canonical: ComplexField,

type Output = Col<E>

The resulting type after applying the * operator.

fn mul(self, other: &ColRef<'_, RhsE>) -> Self::Output

Performs the * operation.

impl<I: Index, E: ComplexField, LhsE: Conjugate<Canonical = E>, RhsE: Conjugate<Canonical = E>> Mul<&Mat<RhsE>> for &SparseColMat<I, LhsE>

where E::Canonical: ComplexField,

type Output = Mat<E>

The resulting type after applying the * operator.

fn mul(self, other: &Mat<RhsE>) -> Self::Output

Performs the * operation.

impl<I: Index, E: ComplexField, LhsE: Conjugate<Canonical = E>, RhsE: Conjugate<Canonical = E>> Mul<&Mat<RhsE>> for SparseColMat<I, LhsE>

where E::Canonical: ComplexField,

type Output = Mat<E>

The resulting type after applying the * operator.

fn mul(self, other: &Mat<RhsE>) -> Self::Output

Performs the * operation.

impl<I: Index, E: ComplexField, LhsE: Conjugate<Canonical = E>, RhsE: Conjugate<Canonical = E>> Mul<&MatMut<'_, RhsE>> for &SparseColMat<I, LhsE>

where E::Canonical: ComplexField,

type Output = Mat<E>

The resulting type after applying the * operator.

fn mul(self, other: &MatMut<'_, RhsE>) -> Self::Output

Performs the * operation.

impl<I: Index, E: ComplexField, LhsE: Conjugate<Canonical = E>, RhsE: Conjugate<Canonical = E>> Mul<&MatMut<'_, RhsE>> for SparseColMat<I, LhsE>

where E::Canonical: ComplexField,

type Output = Mat<E>

The resulting type after applying the * operator.

fn mul(self, other: &MatMut<'_, RhsE>) -> Self::Output

Performs the * operation.

impl<I: Index, E: ComplexField, LhsE: Conjugate<Canonical = E>, RhsE: Conjugate<Canonical = E>> Mul<&MatRef<'_, RhsE>> for &SparseColMat<I, LhsE>

where E::Canonical: ComplexField,

type Output = Mat<E>

The resulting type after applying the * operator.

fn mul(self, other: &MatRef<'_, RhsE>) -> Self::Output

Performs the * operation.

impl<I: Index, E: ComplexField, LhsE: Conjugate<Canonical = E>, RhsE: Conjugate<Canonical = E>> Mul<&MatRef<'_, RhsE>> for SparseColMat<I, LhsE>

where E::Canonical: ComplexField,

type Output = Mat<E>

The resulting type after applying the * operator.

fn mul(self, other: &MatRef<'_, RhsE>) -> Self::Output

Performs the * operation.

impl<I: Index, E: ComplexField, LhsE: Conjugate<Canonical = E>, RhsE: Conjugate<Canonical = E>> Mul<&SparseColMat<I, RhsE>> for &Mat<LhsE>

where E::Canonical: ComplexField,

type Output = Mat<E>

The resulting type after applying the * operator.

fn mul(self, other: &SparseColMat<I, RhsE>) -> Self::Output

Performs the * operation.

impl<I: Index, E: ComplexField, LhsE: Conjugate<Canonical = E>, RhsE: Conjugate<Canonical = E>> Mul<&SparseColMat<I, RhsE>> for &MatMut<'_, LhsE>

where E::Canonical: ComplexField,

type Output = Mat<E>

The resulting type after applying the * operator.

fn mul(self, other: &SparseColMat<I, RhsE>) -> Self::Output

Performs the * operation.

impl<I: Index, E: ComplexField, LhsE: Conjugate<Canonical = E>, RhsE: Conjugate<Canonical = E>> Mul<&SparseColMat<I, RhsE>> for &MatRef<'_, LhsE>

where E::Canonical: ComplexField,

type Output = Mat<E>

The resulting type after applying the * operator.

fn mul(self, other: &SparseColMat<I, RhsE>) -> Self::Output

Performs the * operation.

impl<I: Index, E: ComplexField, LhsE: Conjugate<Canonical = E>, RhsE: Conjugate<Canonical = E>> Mul<&SparseColMat<I, RhsE>> for &Row<LhsE>

where E::Canonical: ComplexField,

type Output = Row<E>

The resulting type after applying the * operator.

fn mul(self, other: &SparseColMat<I, RhsE>) -> Self::Output

Performs the * operation.

impl<I: Index, E: ComplexField, LhsE: Conjugate<Canonical = E>, RhsE: Conjugate<Canonical = E>> Mul<&SparseColMat<I, RhsE>> for &RowMut<'_, LhsE>

where E::Canonical: ComplexField,

type Output = Row<E>

The resulting type after applying the * operator.

fn mul(self, other: &SparseColMat<I, RhsE>) -> Self::Output

Performs the * operation.

impl<I: Index, E: ComplexField, LhsE: Conjugate<Canonical = E>, RhsE: Conjugate<Canonical = E>> Mul<&SparseColMat<I, RhsE>> for &RowRef<'_, LhsE>

where E::Canonical: ComplexField,

type Output = Row<E>

The resulting type after applying the * operator.

fn mul(self, other: &SparseColMat<I, RhsE>) -> Self::Output

Performs the * operation.

impl<I: Index, E: ComplexField, LhsE: Conjugate<Canonical = E>, RhsE: Conjugate<Canonical = E>> Mul<&SparseColMat<I, RhsE>> for &SparseColMat<I, LhsE>

where E::Canonical: ComplexField,

type Output = SparseColMat<I, E>

The resulting type after applying the * operator.

fn mul(self, other: &SparseColMat<I, RhsE>) -> Self::Output

Performs the * operation.

impl<I: Index, E: ComplexField, LhsE: Conjugate<Canonical = E>, RhsE: Conjugate<Canonical = E>> Mul<&SparseColMat<I, RhsE>> for &SparseColMatMut<'_, I, LhsE>

where E::Canonical: ComplexField,

type Output = SparseColMat<I, E>

The resulting type after applying the * operator.

fn mul(self, other: &SparseColMat<I, RhsE>) -> Self::Output

Performs the * operation.

impl<I: Index, E: ComplexField, LhsE: Conjugate<Canonical = E>, RhsE: Conjugate<Canonical = E>> Mul<&SparseColMat<I, RhsE>> for &SparseColMatRef<'_, I, LhsE>

where E::Canonical: ComplexField,

type Output = SparseColMat<I, E>

The resulting type after applying the * operator.

fn mul(self, other: &SparseColMat<I, RhsE>) -> Self::Output

Performs the * operation.

impl<I: Index, E: ComplexField, LhsE: Conjugate<Canonical = E>, RhsE: Conjugate<Canonical = E>> Mul<&SparseColMat<I, RhsE>> for Mat<LhsE>

where E::Canonical: ComplexField,

type Output = Mat<E>

The resulting type after applying the * operator.

fn mul(self, other: &SparseColMat<I, RhsE>) -> Self::Output

Performs the * operation.

impl<I: Index, E: ComplexField, LhsE: Conjugate<Canonical = E>, RhsE: Conjugate<Canonical = E>> Mul<&SparseColMat<I, RhsE>> for MatMut<'_, LhsE>

where E::Canonical: ComplexField,

type Output = Mat<E>

The resulting type after applying the * operator.

fn mul(self, other: &SparseColMat<I, RhsE>) -> Self::Output

Performs the * operation.

impl<I: Index, E: ComplexField, LhsE: Conjugate<Canonical = E>, RhsE: Conjugate<Canonical = E>> Mul<&SparseColMat<I, RhsE>> for MatRef<'_, LhsE>

where E::Canonical: ComplexField,

type Output = Mat<E>

The resulting type after applying the * operator.

fn mul(self, other: &SparseColMat<I, RhsE>) -> Self::Output

Performs the * operation.

impl<I: Index, E: ComplexField, LhsE: Conjugate<Canonical = E>, RhsE: Conjugate<Canonical = E>> Mul<&SparseColMat<I, RhsE>> for Row<LhsE>

where E::Canonical: ComplexField,

type Output = Row<E>

The resulting type after applying the * operator.

fn mul(self, other: &SparseColMat<I, RhsE>) -> Self::Output

Performs the * operation.

impl<I: Index, E: ComplexField, LhsE: Conjugate<Canonical = E>, RhsE: Conjugate<Canonical = E>> Mul<&SparseColMat<I, RhsE>> for RowMut<'_, LhsE>

where E::Canonical: ComplexField,

type Output = Row<E>

The resulting type after applying the * operator.

fn mul(self, other: &SparseColMat<I, RhsE>) -> Self::Output

Performs the * operation.

impl<I: Index, E: ComplexField, LhsE: Conjugate<Canonical = E>, RhsE: Conjugate<Canonical = E>> Mul<&SparseColMat<I, RhsE>> for RowRef<'_, LhsE>

where E::Canonical: ComplexField,

type Output = Row<E>

The resulting type after applying the * operator.

fn mul(self, other: &SparseColMat<I, RhsE>) -> Self::Output

Performs the * operation.

impl<I: Index, E: ComplexField, LhsE: Conjugate<Canonical = E>, RhsE: Conjugate<Canonical = E>> Mul<&SparseColMat<I, RhsE>> for Scale<LhsE>

type Output = SparseColMat<I, E>

The resulting type after applying the * operator.

fn mul(self, other: &SparseColMat<I, RhsE>) -> Self::Output

Performs the * operation.

impl<I: Index, E: ComplexField, LhsE: Conjugate<Canonical = E>, RhsE: Conjugate<Canonical = E>> Mul<&SparseColMat<I, RhsE>> for SparseColMat<I, LhsE>

where E::Canonical: ComplexField,

type Output = SparseColMat<I, E>

The resulting type after applying the * operator.

fn mul(self, other: &SparseColMat<I, RhsE>) -> Self::Output

Performs the * operation.

impl<I: Index, E: ComplexField, LhsE: Conjugate<Canonical = E>, RhsE: Conjugate<Canonical = E>> Mul<&SparseColMat<I, RhsE>> for SparseColMatMut<'_, I, LhsE>

where E::Canonical: ComplexField,

type Output = SparseColMat<I, E>

The resulting type after applying the * operator.

fn mul(self, other: &SparseColMat<I, RhsE>) -> Self::Output

Performs the * operation.

impl<I: Index, E: ComplexField, LhsE: Conjugate<Canonical = E>, RhsE: Conjugate<Canonical = E>> Mul<&SparseColMat<I, RhsE>> for SparseColMatRef<'_, I, LhsE>

where E::Canonical: ComplexField,

type Output = SparseColMat<I, E>

The resulting type after applying the * operator.

fn mul(self, other: &SparseColMat<I, RhsE>) -> Self::Output

Performs the * operation.

impl<I: Index, E: ComplexField, LhsE: Conjugate<Canonical = E>, RhsE: Conjugate<Canonical = E>> Mul<&SparseColMatMut<'_, I, RhsE>> for &SparseColMat<I, LhsE>

where E::Canonical: ComplexField,

type Output = SparseColMat<I, E>

The resulting type after applying the * operator.

fn mul(self, other: &SparseColMatMut<'_, I, RhsE>) -> Self::Output

Performs the * operation.

impl<I: Index, E: ComplexField, LhsE: Conjugate<Canonical = E>, RhsE: Conjugate<Canonical = E>> Mul<&SparseColMatMut<'_, I, RhsE>> for SparseColMat<I, LhsE>

where E::Canonical: ComplexField,

type Output = SparseColMat<I, E>

The resulting type after applying the * operator.

fn mul(self, other: &SparseColMatMut<'_, I, RhsE>) -> Self::Output

Performs the * operation.

impl<I: Index, E: ComplexField, LhsE: Conjugate<Canonical = E>, RhsE: Conjugate<Canonical = E>> Mul<&SparseColMatRef<'_, I, RhsE>> for &SparseColMat<I, LhsE>

where E::Canonical: ComplexField,

type Output = SparseColMat<I, E>

The resulting type after applying the * operator.

fn mul(self, other: &SparseColMatRef<'_, I, RhsE>) -> Self::Output

Performs the * operation.

impl<I: Index, E: ComplexField, LhsE: Conjugate<Canonical = E>, RhsE: Conjugate<Canonical = E>> Mul<&SparseColMatRef<'_, I, RhsE>> for SparseColMat<I, LhsE>

where E::Canonical: ComplexField,

type Output = SparseColMat<I, E>

The resulting type after applying the * operator.

fn mul(self, other: &SparseColMatRef<'_, I, RhsE>) -> Self::Output

Performs the * operation.

impl<I: Index, E: ComplexField, LhsE: Conjugate<Canonical = E>, RhsE: Conjugate<Canonical = E>> Mul<Col<RhsE>> for &SparseColMat<I, LhsE>

where E::Canonical: ComplexField,

type Output = Col<E>

The resulting type after applying the * operator.

fn mul(self, other: Col<RhsE>) -> Self::Output

Performs the * operation.

impl<I: Index, E: ComplexField, LhsE: Conjugate<Canonical = E>, RhsE: Conjugate<Canonical = E>> Mul<Col<RhsE>> for SparseColMat<I, LhsE>

where E::Canonical: ComplexField,

type Output = Col<E>

The resulting type after applying the * operator.

fn mul(self, other: Col<RhsE>) -> Self::Output

Performs the * operation.

impl<I: Index, E: ComplexField, LhsE: Conjugate<Canonical = E>, RhsE: Conjugate<Canonical = E>> Mul<ColMut<'_, RhsE>> for &SparseColMat<I, LhsE>

where E::Canonical: ComplexField,

type Output = Col<E>

The resulting type after applying the * operator.

fn mul(self, other: ColMut<'_, RhsE>) -> Self::Output

Performs the * operation.

impl<I: Index, E: ComplexField, LhsE: Conjugate<Canonical = E>, RhsE: Conjugate<Canonical = E>> Mul<ColMut<'_, RhsE>> for SparseColMat<I, LhsE>

where E::Canonical: ComplexField,

type Output = Col<E>

The resulting type after applying the * operator.

fn mul(self, other: ColMut<'_, RhsE>) -> Self::Output

Performs the * operation.

impl<I: Index, E: ComplexField, LhsE: Conjugate<Canonical = E>, RhsE: Conjugate<Canonical = E>> Mul<ColRef<'_, RhsE>> for &SparseColMat<I, LhsE>

where E::Canonical: ComplexField,

type Output = Col<E>

The resulting type after applying the * operator.

fn mul(self, other: ColRef<'_, RhsE>) -> Self::Output

Performs the * operation.

impl<I: Index, E: ComplexField, LhsE: Conjugate<Canonical = E>, RhsE: Conjugate<Canonical = E>> Mul<ColRef<'_, RhsE>> for SparseColMat<I, LhsE>

where E::Canonical: ComplexField,

type Output = Col<E>

The resulting type after applying the * operator.

fn mul(self, other: ColRef<'_, RhsE>) -> Self::Output

Performs the * operation.

impl<I: Index, E: ComplexField, LhsE: Conjugate<Canonical = E>, RhsE: Conjugate<Canonical = E>> Mul<Mat<RhsE>> for &SparseColMat<I, LhsE>

where E::Canonical: ComplexField,

type Output = Mat<E>

The resulting type after applying the * operator.

fn mul(self, other: Mat<RhsE>) -> Self::Output

Performs the * operation.

impl<I: Index, E: ComplexField, LhsE: Conjugate<Canonical = E>, RhsE: Conjugate<Canonical = E>> Mul<Mat<RhsE>> for SparseColMat<I, LhsE>

where E::Canonical: ComplexField,

type Output = Mat<E>

The resulting type after applying the * operator.

fn mul(self, other: Mat<RhsE>) -> Self::Output

Performs the * operation.

impl<I: Index, E: ComplexField, LhsE: Conjugate<Canonical = E>, RhsE: Conjugate<Canonical = E>> Mul<MatMut<'_, RhsE>> for &SparseColMat<I, LhsE>

where E::Canonical: ComplexField,

type Output = Mat<E>

The resulting type after applying the * operator.

fn mul(self, other: MatMut<'_, RhsE>) -> Self::Output

Performs the * operation.

impl<I: Index, E: ComplexField, LhsE: Conjugate<Canonical = E>, RhsE: Conjugate<Canonical = E>> Mul<MatMut<'_, RhsE>> for SparseColMat<I, LhsE>

where E::Canonical: ComplexField,

type Output = Mat<E>

The resulting type after applying the * operator.

fn mul(self, other: MatMut<'_, RhsE>) -> Self::Output

Performs the * operation.

impl<I: Index, E: ComplexField, LhsE: Conjugate<Canonical = E>, RhsE: Conjugate<Canonical = E>> Mul<MatRef<'_, RhsE>> for &SparseColMat<I, LhsE>

where E::Canonical: ComplexField,

type Output = Mat<E>

The resulting type after applying the * operator.

fn mul(self, other: MatRef<'_, RhsE>) -> Self::Output

Performs the * operation.

impl<I: Index, E: ComplexField, LhsE: Conjugate<Canonical = E>, RhsE: Conjugate<Canonical = E>> Mul<MatRef<'_, RhsE>> for SparseColMat<I, LhsE>

where E::Canonical: ComplexField,

type Output = Mat<E>

The resulting type after applying the * operator.

fn mul(self, other: MatRef<'_, RhsE>) -> Self::Output

Performs the * operation.

impl<I: Index, E: ComplexField, LhsE: Conjugate<Canonical = E>, RhsE: Conjugate<Canonical = E>> Mul<Scale<RhsE>> for &SparseColMat<I, LhsE>

type Output = SparseColMat<I, E>

The resulting type after applying the * operator.

fn mul(self, other: Scale<RhsE>) -> Self::Output

Performs the * operation.

impl<I: Index, E: ComplexField, LhsE: Conjugate<Canonical = E>, RhsE: Conjugate<Canonical = E>> Mul<Scale<RhsE>> for SparseColMat<I, LhsE>

type Output = SparseColMat<I, E>

The resulting type after applying the * operator.

fn mul(self, other: Scale<RhsE>) -> Self::Output

Performs the * operation.

impl<I: Index, E: ComplexField, LhsE: Conjugate<Canonical = E>, RhsE: Conjugate<Canonical = E>> Mul<SparseColMat<I, RhsE>> for &Mat<LhsE>

where E::Canonical: ComplexField,

type Output = Mat<E>

The resulting type after applying the * operator.

fn mul(self, other: SparseColMat<I, RhsE>) -> Self::Output

Performs the * operation.

impl<I: Index, E: ComplexField, LhsE: Conjugate<Canonical = E>, RhsE: Conjugate<Canonical = E>> Mul<SparseColMat<I, RhsE>> for &MatMut<'_, LhsE>

where E::Canonical: ComplexField,

type Output = Mat<E>

The resulting type after applying the * operator.

fn mul(self, other: SparseColMat<I, RhsE>) -> Self::Output

Performs the * operation.

impl<I: Index, E: ComplexField, LhsE: Conjugate<Canonical = E>, RhsE: Conjugate<Canonical = E>> Mul<SparseColMat<I, RhsE>> for &MatRef<'_, LhsE>

where E::Canonical: ComplexField,

type Output = Mat<E>

The resulting type after applying the * operator.

fn mul(self, other: SparseColMat<I, RhsE>) -> Self::Output

Performs the * operation.

impl<I: Index, E: ComplexField, LhsE: Conjugate<Canonical = E>, RhsE: Conjugate<Canonical = E>> Mul<SparseColMat<I, RhsE>> for &Row<LhsE>

where E::Canonical: ComplexField,

type Output = Row<E>

The resulting type after applying the * operator.

fn mul(self, other: SparseColMat<I, RhsE>) -> Self::Output

Performs the * operation.

impl<I: Index, E: ComplexField, LhsE: Conjugate<Canonical = E>, RhsE: Conjugate<Canonical = E>> Mul<SparseColMat<I, RhsE>> for &RowMut<'_, LhsE>

where E::Canonical: ComplexField,

type Output = Row<E>

The resulting type after applying the * operator.

fn mul(self, other: SparseColMat<I, RhsE>) -> Self::Output

Performs the * operation.

impl<I: Index, E: ComplexField, LhsE: Conjugate<Canonical = E>, RhsE: Conjugate<Canonical = E>> Mul<SparseColMat<I, RhsE>> for &RowRef<'_, LhsE>

where E::Canonical: ComplexField,

type Output = Row<E>

The resulting type after applying the * operator.

fn mul(self, other: SparseColMat<I, RhsE>) -> Self::Output

Performs the * operation.

impl<I: Index, E: ComplexField, LhsE: Conjugate<Canonical = E>, RhsE: Conjugate<Canonical = E>> Mul<SparseColMat<I, RhsE>> for &SparseColMat<I, LhsE>

where E::Canonical: ComplexField,

type Output = SparseColMat<I, E>

The resulting type after applying the * operator.

fn mul(self, other: SparseColMat<I, RhsE>) -> Self::Output

Performs the * operation.

impl<I: Index, E: ComplexField, LhsE: Conjugate<Canonical = E>, RhsE: Conjugate<Canonical = E>> Mul<SparseColMat<I, RhsE>> for &SparseColMatMut<'_, I, LhsE>

where E::Canonical: ComplexField,

type Output = SparseColMat<I, E>

The resulting type after applying the * operator.

fn mul(self, other: SparseColMat<I, RhsE>) -> Self::Output

Performs the * operation.

impl<I: Index, E: ComplexField, LhsE: Conjugate<Canonical = E>, RhsE: Conjugate<Canonical = E>> Mul<SparseColMat<I, RhsE>> for &SparseColMatRef<'_, I, LhsE>

where E::Canonical: ComplexField,

type Output = SparseColMat<I, E>

The resulting type after applying the * operator.

fn mul(self, other: SparseColMat<I, RhsE>) -> Self::Output

Performs the * operation.

impl<I: Index, E: ComplexField, LhsE: Conjugate<Canonical = E>, RhsE: Conjugate<Canonical = E>> Mul<SparseColMat<I, RhsE>> for Mat<LhsE>

where E::Canonical: ComplexField,

type Output = Mat<E>

The resulting type after applying the * operator.

fn mul(self, other: SparseColMat<I, RhsE>) -> Self::Output

Performs the * operation.

impl<I: Index, E: ComplexField, LhsE: Conjugate<Canonical = E>, RhsE: Conjugate<Canonical = E>> Mul<SparseColMat<I, RhsE>> for MatMut<'_, LhsE>

where E::Canonical: ComplexField,

type Output = Mat<E>

The resulting type after applying the * operator.

fn mul(self, other: SparseColMat<I, RhsE>) -> Self::Output

Performs the * operation.

impl<I: Index, E: ComplexField, LhsE: Conjugate<Canonical = E>, RhsE: Conjugate<Canonical = E>> Mul<SparseColMat<I, RhsE>> for MatRef<'_, LhsE>

where E::Canonical: ComplexField,

type Output = Mat<E>

The resulting type after applying the * operator.

fn mul(self, other: SparseColMat<I, RhsE>) -> Self::Output

Performs the * operation.

impl<I: Index, E: ComplexField, LhsE: Conjugate<Canonical = E>, RhsE: Conjugate<Canonical = E>> Mul<SparseColMat<I, RhsE>> for Row<LhsE>

where E::Canonical: ComplexField,

type Output = Row<E>

The resulting type after applying the * operator.

fn mul(self, other: SparseColMat<I, RhsE>) -> Self::Output

Performs the * operation.

impl<I: Index, E: ComplexField, LhsE: Conjugate<Canonical = E>, RhsE: Conjugate<Canonical = E>> Mul<SparseColMat<I, RhsE>> for RowMut<'_, LhsE>

where E::Canonical: ComplexField,

type Output = Row<E>

The resulting type after applying the * operator.

fn mul(self, other: SparseColMat<I, RhsE>) -> Self::Output

Performs the * operation.

impl<I: Index, E: ComplexField, LhsE: Conjugate<Canonical = E>, RhsE: Conjugate<Canonical = E>> Mul<SparseColMat<I, RhsE>> for RowRef<'_, LhsE>

where E::Canonical: ComplexField,

type Output = Row<E>

The resulting type after applying the * operator.

fn mul(self, other: SparseColMat<I, RhsE>) -> Self::Output

Performs the * operation.

impl<I: Index, E: ComplexField, LhsE: Conjugate<Canonical = E>, RhsE: Conjugate<Canonical = E>> Mul<SparseColMat<I, RhsE>> for Scale<LhsE>

type Output = SparseColMat<I, E>

The resulting type after applying the * operator.

fn mul(self, other: SparseColMat<I, RhsE>) -> Self::Output

Performs the * operation.

impl<I: Index, E: ComplexField, LhsE: Conjugate<Canonical = E>, RhsE: Conjugate<Canonical = E>> Mul<SparseColMat<I, RhsE>> for SparseColMat<I, LhsE>

where E::Canonical: ComplexField,

type Output = SparseColMat<I, E>

The resulting type after applying the * operator.

fn mul(self, other: SparseColMat<I, RhsE>) -> Self::Output

Performs the * operation.

impl<I: Index, E: ComplexField, LhsE: Conjugate<Canonical = E>, RhsE: Conjugate<Canonical = E>> Mul<SparseColMat<I, RhsE>> for SparseColMatMut<'_, I, LhsE>

where E::Canonical: ComplexField,

type Output = SparseColMat<I, E>

The resulting type after applying the * operator.

fn mul(self, other: SparseColMat<I, RhsE>) -> Self::Output

Performs the * operation.

impl<I: Index, E: ComplexField, LhsE: Conjugate<Canonical = E>, RhsE: Conjugate<Canonical = E>> Mul<SparseColMat<I, RhsE>> for SparseColMatRef<'_, I, LhsE>

where E::Canonical: ComplexField,

type Output = SparseColMat<I, E>

The resulting type after applying the * operator.

fn mul(self, other: SparseColMat<I, RhsE>) -> Self::Output

Performs the * operation.

impl<I: Index, E: ComplexField, LhsE: Conjugate<Canonical = E>, RhsE: Conjugate<Canonical = E>> Mul<SparseColMatMut<'_, I, RhsE>> for &SparseColMat<I, LhsE>

where E::Canonical: ComplexField,

type Output = SparseColMat<I, E>

The resulting type after applying the * operator.

fn mul(self, other: SparseColMatMut<'_, I, RhsE>) -> Self::Output

Performs the * operation.

impl<I: Index, E: ComplexField, LhsE: Conjugate<Canonical = E>, RhsE: Conjugate<Canonical = E>> Mul<SparseColMatMut<'_, I, RhsE>> for SparseColMat<I, LhsE>

where E::Canonical: ComplexField,

type Output = SparseColMat<I, E>

The resulting type after applying the * operator.

fn mul(self, other: SparseColMatMut<'_, I, RhsE>) -> Self::Output

Performs the * operation.

impl<I: Index, E: ComplexField, LhsE: Conjugate<Canonical = E>, RhsE: Conjugate<Canonical = E>> Mul<SparseColMatRef<'_, I, RhsE>> for &SparseColMat<I, LhsE>

where E::Canonical: ComplexField,

type Output = SparseColMat<I, E>

The resulting type after applying the * operator.

fn mul(self, other: SparseColMatRef<'_, I, RhsE>) -> Self::Output

Performs the * operation.

impl<I: Index, E: ComplexField, LhsE: Conjugate<Canonical = E>, RhsE: Conjugate<Canonical = E>> Mul<SparseColMatRef<'_, I, RhsE>> for SparseColMat<I, LhsE>

where E::Canonical: ComplexField,

type Output = SparseColMat<I, E>

The resulting type after applying the * operator.

fn mul(self, other: SparseColMatRef<'_, I, RhsE>) -> Self::Output

Performs the * operation.

impl<I: Index, E: Conjugate> Neg for &SparseColMat<I, E>

where E::Canonical: ComplexField,

type Output = SparseColMat<I, <E as Conjugate>::Canonical>

The resulting type after applying the - operator.

fn neg(self) -> Self::Output

Performs the unary - operation.

impl<I: Index, E: Conjugate> Neg for SparseColMat<I, E>

where E::Canonical: ComplexField,

type Output = SparseColMat<I, <E as Conjugate>::Canonical>

The resulting type after applying the - operator.

fn neg(self) -> Self::Output

Performs the unary - operation.

impl<I: Index, LhsE: Conjugate, RhsE: Conjugate<Canonical = LhsE::Canonical>> PartialEq<SparseColMat<I, RhsE>> for SparseColMat<I, LhsE>

fn eq(&self, other: &SparseColMat<I, RhsE>) -> bool

This method tests for self and other values to be equal, and is used by ==.

fn ne(&self, other: &Rhs) -> bool

This method tests for !=. The default implementation is almost always sufficient, and should not be overridden without very good reason.

impl<I: Index, LhsE: Conjugate, RhsE: Conjugate<Canonical = LhsE::Canonical>> PartialEq<SparseColMat<I, RhsE>> for SparseColMatMut<'_, I, LhsE>

fn eq(&self, other: &SparseColMat<I, RhsE>) -> bool

This method tests for self and other values to be equal, and is used by ==.

fn ne(&self, other: &Rhs) -> bool

This method tests for !=. The default implementation is almost always sufficient, and should not be overridden without very good reason.

impl<I: Index, LhsE: Conjugate, RhsE: Conjugate<Canonical = LhsE::Canonical>> PartialEq<SparseColMat<I, RhsE>> for SparseColMatRef<'_, I, LhsE>

fn eq(&self, other: &SparseColMat<I, RhsE>) -> bool

This method tests for self and other values to be equal, and is used by ==.

fn ne(&self, other: &Rhs) -> bool

This method tests for !=. The default implementation is almost always sufficient, and should not be overridden without very good reason.

impl<I: Index, LhsE: Conjugate, RhsE: Conjugate<Canonical = LhsE::Canonical>> PartialEq<SparseColMatMut<'_, I, RhsE>> for SparseColMat<I, LhsE>

fn eq(&self, other: &SparseColMatMut<'_, I, RhsE>) -> bool

This method tests for self and other values to be equal, and is used by ==.

fn ne(&self, other: &Rhs) -> bool

This method tests for !=. The default implementation is almost always sufficient, and should not be overridden without very good reason.

impl<I: Index, LhsE: Conjugate, RhsE: Conjugate<Canonical = LhsE::Canonical>> PartialEq<SparseColMatRef<'_, I, RhsE>> for SparseColMat<I, LhsE>

fn eq(&self, other: &SparseColMatRef<'_, I, RhsE>) -> bool

This method tests for self and other values to be equal, and is used by ==.

fn ne(&self, other: &Rhs) -> bool

This method tests for !=. The default implementation is almost always sufficient, and should not be overridden without very good reason.

impl<E: ComplexField, I: Index, ViewE: Conjugate<Canonical = E>> Precond<E> for SparseColMat<I, ViewE>

Available on crate feature unstable only.

fn apply_in_place_req( &self, rhs_ncols: usize, parallelism: Parallelism<'_> ) -> Result<StackReq, SizeOverflow>

Computes the workspace size and alignment required to apply self or the conjugate of self to a matrix with rhs_ncols columns in place.

fn apply_in_place( &self, rhs: MatMut<'_, E>, parallelism: Parallelism<'_>, stack: PodStack<'_> )

Applies self to rhs, and stores the result in rhs.

fn conj_apply_in_place( &self, rhs: MatMut<'_, E>, parallelism: Parallelism<'_>, stack: PodStack<'_> )

Applies the conjugate of self to rhs, and stores the result in rhs.

impl<I: Index, E: Entity> SparseAccess<E> for SparseColMat<I, E>

Available on crate feature std only.

fn nnz(&self) -> usize

Number of non-zero elements in the matrix.

fn fetch_triplets(&self) -> Vec<(usize, usize, E)>

Retrieve the triplets that identify the coefficients of the sparse matrix.

impl<I: Index, E: ComplexField, LhsE: Conjugate<Canonical = E>, RhsE: Conjugate<Canonical = E>> Sub<&SparseColMat<I, RhsE>> for &SparseColMat<I, LhsE>

type Output = SparseColMat<I, E>

The resulting type after applying the - operator.

fn sub(self, other: &SparseColMat<I, RhsE>) -> Self::Output

Performs the - operation.

impl<I: Index, E: ComplexField, LhsE: Conjugate<Canonical = E>, RhsE: Conjugate<Canonical = E>> Sub<&SparseColMat<I, RhsE>> for &SparseColMatMut<'_, I, LhsE>

type Output = SparseColMat<I, E>

The resulting type after applying the - operator.

fn sub(self, other: &SparseColMat<I, RhsE>) -> Self::Output

Performs the - operation.

impl<I: Index, E: ComplexField, LhsE: Conjugate<Canonical = E>, RhsE: Conjugate<Canonical = E>> Sub<&SparseColMat<I, RhsE>> for &SparseColMatRef<'_, I, LhsE>

type Output = SparseColMat<I, E>

The resulting type after applying the - operator.

fn sub(self, other: &SparseColMat<I, RhsE>) -> Self::Output

Performs the - operation.

impl<I: Index, E: ComplexField, LhsE: Conjugate<Canonical = E>, RhsE: Conjugate<Canonical = E>> Sub<&SparseColMat<I, RhsE>> for SparseColMat<I, LhsE>

type Output = SparseColMat<I, E>

The resulting type after applying the - operator.

fn sub(self, other: &SparseColMat<I, RhsE>) -> Self::Output

Performs the - operation.

impl<I: Index, E: ComplexField, LhsE: Conjugate<Canonical = E>, RhsE: Conjugate<Canonical = E>> Sub<&SparseColMat<I, RhsE>> for SparseColMatMut<'_, I, LhsE>

type Output = SparseColMat<I, E>

The resulting type after applying the - operator.

fn sub(self, other: &SparseColMat<I, RhsE>) -> Self::Output

Performs the - operation.

impl<I: Index, E: ComplexField, LhsE: Conjugate<Canonical = E>, RhsE: Conjugate<Canonical = E>> Sub<&SparseColMat<I, RhsE>> for SparseColMatRef<'_, I, LhsE>

type Output = SparseColMat<I, E>

The resulting type after applying the - operator.

fn sub(self, other: &SparseColMat<I, RhsE>) -> Self::Output

Performs the - operation.

impl<I: Index, E: ComplexField, LhsE: Conjugate<Canonical = E>, RhsE: Conjugate<Canonical = E>> Sub<&SparseColMatMut<'_, I, RhsE>> for &SparseColMat<I, LhsE>

type Output = SparseColMat<I, E>

The resulting type after applying the - operator.

fn sub(self, other: &SparseColMatMut<'_, I, RhsE>) -> Self::Output

Performs the - operation.

impl<I: Index, E: ComplexField, LhsE: Conjugate<Canonical = E>, RhsE: Conjugate<Canonical = E>> Sub<&SparseColMatMut<'_, I, RhsE>> for SparseColMat<I, LhsE>

type Output = SparseColMat<I, E>

The resulting type after applying the - operator.

fn sub(self, other: &SparseColMatMut<'_, I, RhsE>) -> Self::Output

Performs the - operation.

impl<I: Index, E: ComplexField, LhsE: Conjugate<Canonical = E>, RhsE: Conjugate<Canonical = E>> Sub<&SparseColMatRef<'_, I, RhsE>> for &SparseColMat<I, LhsE>

type Output = SparseColMat<I, E>

The resulting type after applying the - operator.

fn sub(self, other: &SparseColMatRef<'_, I, RhsE>) -> Self::Output

Performs the - operation.

impl<I: Index, E: ComplexField, LhsE: Conjugate<Canonical = E>, RhsE: Conjugate<Canonical = E>> Sub<&SparseColMatRef<'_, I, RhsE>> for SparseColMat<I, LhsE>

type Output = SparseColMat<I, E>

The resulting type after applying the - operator.

fn sub(self, other: &SparseColMatRef<'_, I, RhsE>) -> Self::Output

Performs the - operation.

impl<I: Index, E: ComplexField, LhsE: Conjugate<Canonical = E>, RhsE: Conjugate<Canonical = E>> Sub<SparseColMat<I, RhsE>> for &SparseColMat<I, LhsE>

type Output = SparseColMat<I, E>

The resulting type after applying the - operator.

fn sub(self, other: SparseColMat<I, RhsE>) -> Self::Output

Performs the - operation.

impl<I: Index, E: ComplexField, LhsE: Conjugate<Canonical = E>, RhsE: Conjugate<Canonical = E>> Sub<SparseColMat<I, RhsE>> for &SparseColMatMut<'_, I, LhsE>

type Output = SparseColMat<I, E>

The resulting type after applying the - operator.

fn sub(self, other: SparseColMat<I, RhsE>) -> Self::Output

Performs the - operation.

impl<I: Index, E: ComplexField, LhsE: Conjugate<Canonical = E>, RhsE: Conjugate<Canonical = E>> Sub<SparseColMat<I, RhsE>> for &SparseColMatRef<'_, I, LhsE>

type Output = SparseColMat<I, E>

The resulting type after applying the - operator.

fn sub(self, other: SparseColMat<I, RhsE>) -> Self::Output

Performs the - operation.

impl<I: Index, E: ComplexField, LhsE: Conjugate<Canonical = E>, RhsE: Conjugate<Canonical = E>> Sub<SparseColMat<I, RhsE>> for SparseColMat<I, LhsE>

type Output = SparseColMat<I, E>

The resulting type after applying the - operator.

fn sub(self, other: SparseColMat<I, RhsE>) -> Self::Output

Performs the - operation.

impl<I: Index, E: ComplexField, LhsE: Conjugate<Canonical = E>, RhsE: Conjugate<Canonical = E>> Sub<SparseColMat<I, RhsE>> for SparseColMatMut<'_, I, LhsE>

type Output = SparseColMat<I, E>

The resulting type after applying the - operator.

fn sub(self, other: SparseColMat<I, RhsE>) -> Self::Output

Performs the - operation.

impl<I: Index, E: ComplexField, LhsE: Conjugate<Canonical = E>, RhsE: Conjugate<Canonical = E>> Sub<SparseColMat<I, RhsE>> for SparseColMatRef<'_, I, LhsE>

type Output = SparseColMat<I, E>

The resulting type after applying the - operator.

fn sub(self, other: SparseColMat<I, RhsE>) -> Self::Output

Performs the - operation.

impl<I: Index, E: ComplexField, LhsE: Conjugate<Canonical = E>, RhsE: Conjugate<Canonical = E>> Sub<SparseColMatMut<'_, I, RhsE>> for &SparseColMat<I, LhsE>

type Output = SparseColMat<I, E>

The resulting type after applying the - operator.

fn sub(self, other: SparseColMatMut<'_, I, RhsE>) -> Self::Output

Performs the - operation.

impl<I: Index, E: ComplexField, LhsE: Conjugate<Canonical = E>, RhsE: Conjugate<Canonical = E>> Sub<SparseColMatMut<'_, I, RhsE>> for SparseColMat<I, LhsE>

type Output = SparseColMat<I, E>

The resulting type after applying the - operator.

fn sub(self, other: SparseColMatMut<'_, I, RhsE>) -> Self::Output

Performs the - operation.

impl<I: Index, E: ComplexField, LhsE: Conjugate<Canonical = E>, RhsE: Conjugate<Canonical = E>> Sub<SparseColMatRef<'_, I, RhsE>> for &SparseColMat<I, LhsE>

type Output = SparseColMat<I, E>

The resulting type after applying the - operator.

fn sub(self, other: SparseColMatRef<'_, I, RhsE>) -> Self::Output

Performs the - operation.

impl<I: Index, E: ComplexField, LhsE: Conjugate<Canonical = E>, RhsE: Conjugate<Canonical = E>> Sub<SparseColMatRef<'_, I, RhsE>> for SparseColMat<I, LhsE>

type Output = SparseColMat<I, E>

The resulting type after applying the - operator.

fn sub(self, other: SparseColMatRef<'_, I, RhsE>) -> Self::Output

Performs the - operation.

impl<I: Index, LhsE: ComplexField, RhsE: Conjugate<Canonical = LhsE>> SubAssign<&SparseColMat<I, RhsE>> for SparseColMat<I, LhsE>

fn sub_assign(&mut self, other: &SparseColMat<I, RhsE>)

Performs the -= operation.

impl<I: Index, LhsE: ComplexField, RhsE: Conjugate<Canonical = LhsE>> SubAssign<&SparseColMat<I, RhsE>> for SparseColMatMut<'_, I, LhsE>

fn sub_assign(&mut self, other: &SparseColMat<I, RhsE>)

Performs the -= operation.

impl<I: Index, LhsE: ComplexField, RhsE: Conjugate<Canonical = LhsE>> SubAssign<&SparseColMatMut<'_, I, RhsE>> for SparseColMat<I, LhsE>

fn sub_assign(&mut self, other: &SparseColMatMut<'_, I, RhsE>)

Performs the -= operation.

impl<I: Index, LhsE: ComplexField, RhsE: Conjugate<Canonical = LhsE>> SubAssign<&SparseColMatRef<'_, I, RhsE>> for SparseColMat<I, LhsE>

fn sub_assign(&mut self, other: &SparseColMatRef<'_, I, RhsE>)

Performs the -= operation.

impl<I: Index, LhsE: ComplexField, RhsE: Conjugate<Canonical = LhsE>> SubAssign<SparseColMat<I, RhsE>> for SparseColMat<I, LhsE>

fn sub_assign(&mut self, other: SparseColMat<I, RhsE>)

Performs the -= operation.

impl<I: Index, LhsE: ComplexField, RhsE: Conjugate<Canonical = LhsE>> SubAssign<SparseColMat<I, RhsE>> for SparseColMatMut<'_, I, LhsE>

fn sub_assign(&mut self, other: SparseColMat<I, RhsE>)

Performs the -= operation.

impl<I: Index, LhsE: ComplexField, RhsE: Conjugate<Canonical = LhsE>> SubAssign<SparseColMatMut<'_, I, RhsE>> for SparseColMat<I, LhsE>

fn sub_assign(&mut self, other: SparseColMatMut<'_, I, RhsE>)

Performs the -= operation.

impl<I: Index, LhsE: ComplexField, RhsE: Conjugate<Canonical = LhsE>> SubAssign<SparseColMatRef<'_, I, RhsE>> for SparseColMat<I, LhsE>

fn sub_assign(&mut self, other: SparseColMatRef<'_, I, RhsE>)

Performs the -= operation.