Struct easy_ml::matrices::views::MatrixView

pub struct MatrixView<T, S> { /* private fields */ }

A view into some or all of a matrix.

A MatrixView has a similar relationship to a Matrix as a &str has to a String, or an array slice to an array. A MatrixView cannot resize its source, and may span only a portion of the source Matrix in each dimension.

However a MatrixView is generic not only over the type of the data in the Matrix, but also over the way the Matrix is ‘sliced’ and the two are orthogonal to each other.

MatrixView closely mirrors the API of Matrix, minus resizing methods which are not available. Methods that create a new matrix do not return a MatrixView, they return a Matrix.

Implementations

impl<T, S> MatrixView<T, S> where
    S: MatrixRef<T>, 

MatrixView methods which require only read access via a MatrixRef source.

pub fn from(source: S) -> MatrixView<T, S>

Creates a MatrixView from a source of some type.

The lifetime of the source determines the lifetime of the MatrixView created. If the MatrixView is created from a reference to a Matrix, then the MatrixView cannot live longer than the Matrix referenced.

pub fn source(self) -> S

Consumes the matrix view, yielding the source it was created from.

pub fn source_ref(&self) -> &S

Gives a reference to the matrix view’s source. This should typically not be needed since Easy ML APIs which take MatrixRefs as inputs like iterators are already wrapped for you as methods on MatrixView.

pub fn source_ref_mut(&mut self) -> &mut S

Gives a mutable reference to the matrix view’s source. This should typically not be needed since Easy ML APIs which take MatrixRefs as inputs like iterators are already wrapped for you as methods on MatrixView.

pub fn size(&self) -> (Row, Column)

Returns the dimensionality of this matrix view in Row, Column format

pub fn rows(&self) -> Row

Gets the number of rows visible to this matrix view.

pub fn columns(&self) -> Column

Gets the number of columns visible to this matrix view.

pub fn data_layout(&self) -> DataLayout

Gets the data layout this MatrixView’s source uses to store its data.

See Matrix layout and iterator performance

pub fn get_reference(&self, row: Row, column: Column) -> &T

Gets a reference to the value at this row and column. Rows and Columns are 0 indexed.

Panics

Panics if the index is out of range.

pub fn try_get_reference(&self, row: Row, column: Column) -> Option<&T>

Gets a reference to the value at the row and column if the index is in range. Otherwise returns None.

pub unsafe fn get_reference_unchecked(&self, row: Row, column: Column) -> &T

Gets a reference to the value at the index without doing any bounds checking. For a safe alternative see try_get_reference.

Safety

Calling this method with an out-of-bounds index is undefined behavior even if the resulting reference is not used. Valid indexes are defined as in MatrixRef.

pub fn column_reference_iter(
    &self,
    column: Column
) -> ColumnReferenceIterator<'_, T, S>

Returns an iterator over references to a column vector in this matrix view. Columns are 0 indexed.

Panics

Panics if the column is not visible to this view.

pub fn row_reference_iter(&self, row: Row) -> RowReferenceIterator<'_, T, S>

Returns an iterator over references to a row vector in this matrix view. Rows are 0 indexed.

Panics

Panics if the row is not visible to this view.

pub fn column_major_reference_iter(
    &self
) -> ColumnMajorReferenceIterator<'_, T, S>

Returns a column major iterator over references to all values in this matrix view, proceeding through each column in order.

pub fn row_major_reference_iter(&self) -> RowMajorReferenceIterator<'_, T, S>

Returns a row major iterator over references to all values in this matrix view, proceeding through each row in order.

pub fn diagonal_reference_iter(&self) -> DiagonalReferenceIterator<'_, T, S>

Returns an iterator over references to the main diagonal in this matrix view.

impl<T, S> MatrixView<T, S> where
    T: Clone,
    S: MatrixRef<T>, 

MatrixView methods which require only read access via a MatrixRef source and a clonable type.

pub fn get(&self, row: Row, column: Column) -> T

Gets a copy of the value at this row and column. Rows and Columns are 0 indexed.

Panics

Panics if the index is out of range.

pub fn column_iter(&self, column: Column) -> ColumnIterator<'_, T, S>

Returns an iterator over a column vector in this matrix view. Columns are 0 indexed.

If you have a matrix such as:

[
   1, 2, 3
   4, 5, 6
   7, 8, 9
]

then a column of 0, 1, and 2 will yield [1, 4, 7], [2, 5, 8] and [3, 6, 9] respectively. If you do not need to copy the elements use column_reference_iter instead.

Panics

Panics if the column does not exist in this matrix.

pub fn row_iter(&self, row: Row) -> RowIterator<'_, T, S>

Returns an iterator over a row vector in this matrix view. Rows are 0 indexed.

If you have a matrix such as:

[
   1, 2, 3
   4, 5, 6
   7, 8, 9
]

then a row of 0, 1, and 2 will yield [1, 2, 3], [4, 5, 6] and [7, 8, 9] respectively. If you do not need to copy the elements use row_reference_iter instead.

Panics

Panics if the row does not exist in this matrix.

pub fn column_major_iter(&self) -> ColumnMajorIterator<'_, T, S>

Returns a column major iterator over all values in this matrix view, proceeding through each column in order.

If you have a matrix such as:

[
   1, 2
   3, 4
]

then the iterator will yield [1, 3, 2, 4]. If you do not need to copy the elements use column_major_reference_iter instead.

pub fn row_major_iter(&self) -> RowMajorIterator<'_, T, S>

Returns a row major iterator over all values in this matrix view, proceeding through each row in order.

If you have a matrix such as:

[
   1, 2
   3, 4
]

then the iterator will yield [1, 2, 3, 4]. If you do not need to copy the elements use row_major_reference_iter instead.

pub fn diagonal_iter(&self) -> DiagonalIterator<'_, T, S>

Returns a iterator over the main diagonal of this matrix view.

If you have a matrix such as:

[
   1, 2
   3, 4
]

then the iterator will yield [1, 4]. If you do not need to copy the elements use diagonal_reference_iter instead.

Examples

Computing a trace

use easy_ml::matrices::Matrix;
use easy_ml::matrices::views::MatrixView;
let view = MatrixView::from(Matrix::from(vec![
    vec![ 1, 2, 3 ],
    vec![ 4, 5, 6 ],
    vec![ 7, 8, 9 ],
]));
let trace: i32 = view.diagonal_iter().sum();
assert_eq!(trace, 1 + 5 + 9);

pub fn map<U>(&self, mapping_function: impl Fn(T) -> U) -> Matrix<U> where
    U: Clone, 

Creates and returns a new matrix with all values from the original with the function applied to each.

Exmples

use easy_ml::matrices::Matrix;
use easy_ml::matrices::views::MatrixView;
let x = MatrixView::from(Matrix::from(vec![
   vec![ 0.0, 1.2 ],
   vec![ 5.8, 6.9 ]]));
let y = x.map(|element| element > 2.0);
let result = Matrix::from(vec![
   vec![ false, false ],
   vec![ true, true ]]);
assert_eq!(&y, &result);

pub fn map_with_index<U>(
    &self,
    mapping_function: impl Fn(T, Row, Column) -> U
) -> Matrix<U> where
    U: Clone, 

Creates and returns a new matrix with all values from the original and the index of each value mapped by a function. This can be used to perform elementwise operations that are not defined on the Matrix type itself.

impl<T, S> MatrixView<T, S> where
    S: MatrixMut<T>, 

MatrixView methods which require mutable access via a MatrixMut source.

pub fn get_reference_mut(&mut self, row: Row, column: Column) -> &mut T

Gets a mutable reference to the value at this row and column. Rows and Columns are 0 indexed.

Panics

Panics if the index is out of range.

pub fn set(&mut self, row: Row, column: Column, value: T)

Sets a new value to this row and column. Rows and Columns are 0 indexed.

Panics

Panics if the index is out of range.

pub fn try_get_reference_mut(
    &mut self,
    row: Row,
    column: Column
) -> Option<&mut T>

Gets a mutable reference to the value at the row and column if the index is in range. Otherwise returns None.

pub unsafe fn get_reference_unchecked_mut(
    &mut self,
    row: Row,
    column: Column
) -> &mut T

Gets a mutable reference to the value at the index without doing any bounds checking. For a safe alternative see try_get_reference_mut.

Safety

Calling this method with an out-of-bounds index is undefined behavior even if the resulting reference is not used. Valid indexes are defined as in MatrixRef.

impl<T, S> MatrixView<T, S> where
    S: MatrixMut<T> + NoInteriorMutability, 

MatrixView methods which require mutable access via a MatrixMut source and no interior mutability.

pub fn column_reference_mut_iter(
    &mut self,
    column: Column
) -> ColumnReferenceMutIterator<'_, T, S>

Returns an iterator over mutable references to a column vector in this matrix view. Columns are 0 indexed.

Panics

Panics if the column is not visible to this view.

pub fn row_reference_mut_iter(
    &mut self,
    row: Row
) -> RowReferenceMutIterator<'_, T, S>

Returns an iterator over mutable references to a row vector in this matrix view. Rows are 0 indexed.

Panics

Panics if the row is not visible to this view.

pub fn column_major_reference_mut_iter(
    &mut self
) -> ColumnMajorReferenceMutIterator<'_, T, S>

Returns a column major iterator over mutable references to all values in this matrix view, proceeding through each column in order.

pub fn row_major_reference_mut_iter(
    &mut self
) -> RowMajorReferenceMutIterator<'_, T, S>

Returns a row major iterator over mutable references to all values in this matrix view, proceeding through each row in order.

pub fn diagonal_reference_mut_iter(
    &mut self
) -> DiagonalReferenceMutIterator<'_, T, S>

Returns an iterator over mutable references to the main diagonal in this matrix view.

impl<T, S> MatrixView<T, S> where
    T: Clone,
    S: MatrixMut<T>, 

MatrixView methods which require mutable access via a MatrixMut source and a clonable type.

pub fn map_mut(&mut self, mapping_function: impl Fn(T) -> T)

Applies a function to all values in the matrix view, modifying the source in place.

Examples

use easy_ml::matrices::Matrix;
use easy_ml::matrices::views::MatrixView;
let mut matrix = Matrix::from(vec![
   vec![ 0.0, 1.2 ],
   vec![ 5.8, 6.9 ]]);
{
   let mut view = MatrixView::from(&mut matrix);
   view.map_mut(|x| x + 1.0);
}
let result = Matrix::from(vec![
   vec![ 1.0, 2.2 ],
   vec![ 6.8, 7.9 ]]);
assert_eq!(result, matrix);

pub fn map_mut_with_index(
    &mut self,
    mapping_function: impl Fn(T, Row, Column) -> T
)

Applies a function to all values and each value’s index in the matrix view, modifying the source in place.

Trait Implementations

impl<T, S> Add<&'_ Matrix<T>> for &MatrixView<T, S> where
    T: Numeric,
    for<'a> &'a T: NumericRef<T>,
    S: MatrixRef<T> + NoInteriorMutability, 

Elementwise addition for a referenced matrix view and a referenced matrix

type Output = Matrix<T>

The resulting type after applying the + operator.

fn add(self, rhs: &Matrix<T>) -> Self::Output

Performs the + operation.

impl<T, S> Add<&'_ Matrix<T>> for MatrixView<T, S> where
    T: Numeric,
    for<'a> &'a T: NumericRef<T>,
    S: MatrixRef<T> + NoInteriorMutability, 

Elementwise addition for a matrix view and a referenced matrix

type Output = Matrix<T>

The resulting type after applying the + operator.

fn add(self, rhs: &Matrix<T>) -> Self::Output

Performs the + operation.

impl<T, S> Add<&'_ MatrixView<T, S>> for &Matrix<T> where
    T: Numeric,
    for<'a> &'a T: NumericRef<T>,
    S: MatrixRef<T> + NoInteriorMutability, 

Elementwise addition for a referenced matrix and a referenced matrix view

type Output = Matrix<T>

The resulting type after applying the + operator.

fn add(self, rhs: &MatrixView<T, S>) -> Self::Output

Performs the + operation.

impl<T, S> Add<&'_ MatrixView<T, S>> for Matrix<T> where
    T: Numeric,
    for<'a> &'a T: NumericRef<T>,
    S: MatrixRef<T> + NoInteriorMutability, 

Elementwise addition for a matrix and a referenced matrix view

type Output = Matrix<T>

The resulting type after applying the + operator.

fn add(self, rhs: &MatrixView<T, S>) -> Self::Output

Performs the + operation.

impl<T, S1, S2> Add<&'_ MatrixView<T, S2>> for &MatrixView<T, S1> where
    T: Numeric,
    for<'a> &'a T: NumericRef<T>,
    S1: MatrixRef<T> + NoInteriorMutability,
    S2: MatrixRef<T> + NoInteriorMutability, 

Elementwise addition for two referenced matrix views

type Output = Matrix<T>

The resulting type after applying the + operator.

fn add(self, rhs: &MatrixView<T, S2>) -> Self::Output

Performs the + operation.

impl<T, S1, S2> Add<&'_ MatrixView<T, S2>> for MatrixView<T, S1> where
    T: Numeric,
    for<'a> &'a T: NumericRef<T>,
    S1: MatrixRef<T> + NoInteriorMutability,
    S2: MatrixRef<T> + NoInteriorMutability, 

Elementwise addition for two matrix views with one referenced

type Output = Matrix<T>

The resulting type after applying the + operator.

fn add(self, rhs: &MatrixView<T, S2>) -> Self::Output

Performs the + operation.

impl<T, S> Add<&'_ T> for &MatrixView<T, S> where
    T: Numeric,
    for<'a> &'a T: NumericRef<T>,
    S: MatrixRef<T>, 

Operation for a matrix view and scalar by reference. The scalar is applied to all elements, this is a shorthand for map().

type Output = Matrix<T>

The resulting type after applying the + operator.

fn add(self, rhs: &T) -> Self::Output

Performs the + operation.

impl<T, S> Add<&'_ T> for MatrixView<T, S> where
    T: Numeric,
    for<'a> &'a T: NumericRef<T>,
    S: MatrixRef<T>, 

Operation for a matrix viiew by value and scalar by reference. The scalar is applied to all elements, this is a shorthand for map().

type Output = Matrix<T>

The resulting type after applying the + operator.

fn add(self, rhs: &T) -> Self::Output

Performs the + operation.

impl<T, S> Add<Matrix<T>> for &MatrixView<T, S> where
    T: Numeric,
    for<'a> &'a T: NumericRef<T>,
    S: MatrixRef<T> + NoInteriorMutability, 

Elementwise addition for a referenced matrix view and a matrix

type Output = Matrix<T>

The resulting type after applying the + operator.

fn add(self, rhs: Matrix<T>) -> Self::Output

Performs the + operation.

impl<T, S> Add<Matrix<T>> for MatrixView<T, S> where
    T: Numeric,
    for<'a> &'a T: NumericRef<T>,
    S: MatrixRef<T> + NoInteriorMutability, 

Elementwise addition for a matrix view and a matrix

type Output = Matrix<T>

The resulting type after applying the + operator.

fn add(self, rhs: Matrix<T>) -> Self::Output

Performs the + operation.

impl<T, S> Add<MatrixView<T, S>> for &Matrix<T> where
    T: Numeric,
    for<'a> &'a T: NumericRef<T>,
    S: MatrixRef<T> + NoInteriorMutability, 

Elementwise addition for a referenced matrix and a matrix view

type Output = Matrix<T>

The resulting type after applying the + operator.

fn add(self, rhs: MatrixView<T, S>) -> Self::Output

Performs the + operation.

impl<T, S> Add<MatrixView<T, S>> for Matrix<T> where
    T: Numeric,
    for<'a> &'a T: NumericRef<T>,
    S: MatrixRef<T> + NoInteriorMutability, 

Elementwise addition for a matrix and a matrix view

type Output = Matrix<T>

The resulting type after applying the + operator.

fn add(self, rhs: MatrixView<T, S>) -> Self::Output

Performs the + operation.

impl<T, S1, S2> Add<MatrixView<T, S2>> for &MatrixView<T, S1> where
    T: Numeric,
    for<'a> &'a T: NumericRef<T>,
    S1: MatrixRef<T> + NoInteriorMutability,
    S2: MatrixRef<T> + NoInteriorMutability, 

Elementwise addition for two matrix views with one referenced

type Output = Matrix<T>

The resulting type after applying the + operator.

fn add(self, rhs: MatrixView<T, S2>) -> Self::Output

Performs the + operation.

impl<T, S1, S2> Add<MatrixView<T, S2>> for MatrixView<T, S1> where
    T: Numeric,
    for<'a> &'a T: NumericRef<T>,
    S1: MatrixRef<T> + NoInteriorMutability,
    S2: MatrixRef<T> + NoInteriorMutability, 

Elementwise addition for two matrix views

type Output = Matrix<T>

The resulting type after applying the + operator.

fn add(self, rhs: MatrixView<T, S2>) -> Self::Output

Performs the + operation.

impl<T, S> Add<T> for &MatrixView<T, S> where
    T: Numeric,
    for<'a> &'a T: NumericRef<T>,
    S: MatrixRef<T>, 

Operation for a matrix view by reference and scalar by value. The scalar is applied to all elements, this is a shorthand for map().

type Output = Matrix<T>

The resulting type after applying the + operator.

fn add(self, rhs: T) -> Self::Output

Performs the + operation.

impl<T, S> Add<T> for MatrixView<T, S> where
    T: Numeric,
    for<'a> &'a T: NumericRef<T>,
    S: MatrixRef<T>, 

Operation for a matrix view and scalar by value. The scalar is applied to all elements, this is a shorthand for map().

type Output = Matrix<T>

The resulting type after applying the + operator.

fn add(self, rhs: T) -> Self::Output

Performs the + operation.

impl<T: Clone, S: Clone> Clone for MatrixView<T, S>

fn clone(&self) -> MatrixView<T, S>

Returns a copy of the value.

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

Performs copy-assignment from source.

impl<T: Debug, S: Debug> Debug for MatrixView<T, S>

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

Formats the value using the given formatter.

impl<T, S> Display for MatrixView<T, S> where
    T: Display,
    S: MatrixRef<T>, 

Any matrix view of a Displayable type implements Display

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

Formats the value using the given formatter.

impl<T, S> Div<&'_ T> for &MatrixView<T, S> where
    T: Numeric,
    for<'a> &'a T: NumericRef<T>,
    S: MatrixRef<T>, 

Operation for a matrix view and scalar by reference. The scalar is applied to all elements, this is a shorthand for map().

type Output = Matrix<T>

The resulting type after applying the / operator.

fn div(self, rhs: &T) -> Self::Output

Performs the / operation.

impl<T, S> Div<&'_ T> for MatrixView<T, S> where
    T: Numeric,
    for<'a> &'a T: NumericRef<T>,
    S: MatrixRef<T>, 

Operation for a matrix viiew by value and scalar by reference. The scalar is applied to all elements, this is a shorthand for map().

type Output = Matrix<T>

The resulting type after applying the / operator.

fn div(self, rhs: &T) -> Self::Output

Performs the / operation.

impl<T, S> Div<T> for &MatrixView<T, S> where
    T: Numeric,
    for<'a> &'a T: NumericRef<T>,
    S: MatrixRef<T>, 

Operation for a matrix view by reference and scalar by value. The scalar is applied to all elements, this is a shorthand for map().

type Output = Matrix<T>

The resulting type after applying the / operator.

fn div(self, rhs: T) -> Self::Output

Performs the / operation.

impl<T, S> Div<T> for MatrixView<T, S> where
    T: Numeric,
    for<'a> &'a T: NumericRef<T>,
    S: MatrixRef<T>, 

Operation for a matrix view and scalar by value. The scalar is applied to all elements, this is a shorthand for map().

type Output = Matrix<T>

The resulting type after applying the / operator.

fn div(self, rhs: T) -> Self::Output

Performs the / operation.

impl<T, S> Mul<&'_ Matrix<T>> for &MatrixView<T, S> where
    T: Numeric,
    for<'a> &'a T: NumericRef<T>,
    S: MatrixRef<T> + NoInteriorMutability, 

Matrix multiplication for a referenced matrix view and a referenced matrix

type Output = Matrix<T>

The resulting type after applying the * operator.

fn mul(self, rhs: &Matrix<T>) -> Self::Output

Performs the * operation.

impl<T, S> Mul<&'_ Matrix<T>> for MatrixView<T, S> where
    T: Numeric,
    for<'a> &'a T: NumericRef<T>,
    S: MatrixRef<T> + NoInteriorMutability, 

Matrix multiplication for a matrix view and a referenced matrix

type Output = Matrix<T>

The resulting type after applying the * operator.

fn mul(self, rhs: &Matrix<T>) -> Self::Output

Performs the * operation.

impl<T, S> Mul<&'_ MatrixView<T, S>> for &Matrix<T> where
    T: Numeric,
    for<'a> &'a T: NumericRef<T>,
    S: MatrixRef<T> + NoInteriorMutability, 

Matrix multiplication for a referenced matrix and a referenced matrix view

type Output = Matrix<T>

The resulting type after applying the * operator.

fn mul(self, rhs: &MatrixView<T, S>) -> Self::Output

Performs the * operation.

impl<T, S> Mul<&'_ MatrixView<T, S>> for Matrix<T> where
    T: Numeric,
    for<'a> &'a T: NumericRef<T>,
    S: MatrixRef<T> + NoInteriorMutability, 

Matrix multiplication for a matrix and a referenced matrix view

type Output = Matrix<T>

The resulting type after applying the * operator.

fn mul(self, rhs: &MatrixView<T, S>) -> Self::Output

Performs the * operation.

impl<T, S1, S2> Mul<&'_ MatrixView<T, S2>> for &MatrixView<T, S1> where
    T: Numeric,
    for<'a> &'a T: NumericRef<T>,
    S1: MatrixRef<T> + NoInteriorMutability,
    S2: MatrixRef<T> + NoInteriorMutability, 

Matrix multiplication for two referenced matrix views

type Output = Matrix<T>

The resulting type after applying the * operator.

fn mul(self, rhs: &MatrixView<T, S2>) -> Self::Output

Performs the * operation.

impl<T, S1, S2> Mul<&'_ MatrixView<T, S2>> for MatrixView<T, S1> where
    T: Numeric,
    for<'a> &'a T: NumericRef<T>,
    S1: MatrixRef<T> + NoInteriorMutability,
    S2: MatrixRef<T> + NoInteriorMutability, 

Matrix multiplication for two matrix views with one referenced

type Output = Matrix<T>

The resulting type after applying the * operator.

fn mul(self, rhs: &MatrixView<T, S2>) -> Self::Output

Performs the * operation.

impl<T, S> Mul<&'_ T> for &MatrixView<T, S> where
    T: Numeric,
    for<'a> &'a T: NumericRef<T>,
    S: MatrixRef<T>, 

Operation for a matrix view and scalar by reference. The scalar is applied to all elements, this is a shorthand for map().

type Output = Matrix<T>

The resulting type after applying the * operator.

fn mul(self, rhs: &T) -> Self::Output

Performs the * operation.

impl<T, S> Mul<&'_ T> for MatrixView<T, S> where
    T: Numeric,
    for<'a> &'a T: NumericRef<T>,
    S: MatrixRef<T>, 

Operation for a matrix viiew by value and scalar by reference. The scalar is applied to all elements, this is a shorthand for map().

type Output = Matrix<T>

The resulting type after applying the * operator.

fn mul(self, rhs: &T) -> Self::Output

Performs the * operation.

impl<T, S> Mul<Matrix<T>> for &MatrixView<T, S> where
    T: Numeric,
    for<'a> &'a T: NumericRef<T>,
    S: MatrixRef<T> + NoInteriorMutability, 

Matrix multiplication for a referenced matrix view and a matrix

type Output = Matrix<T>

The resulting type after applying the * operator.

fn mul(self, rhs: Matrix<T>) -> Self::Output

Performs the * operation.

impl<T, S> Mul<Matrix<T>> for MatrixView<T, S> where
    T: Numeric,
    for<'a> &'a T: NumericRef<T>,
    S: MatrixRef<T> + NoInteriorMutability, 

Matrix multiplication for a matrix view and a matrix

type Output = Matrix<T>

The resulting type after applying the * operator.

fn mul(self, rhs: Matrix<T>) -> Self::Output

Performs the * operation.

impl<T, S> Mul<MatrixView<T, S>> for &Matrix<T> where
    T: Numeric,
    for<'a> &'a T: NumericRef<T>,
    S: MatrixRef<T> + NoInteriorMutability, 

Matrix multiplication for a referenced matrix and a matrix view

type Output = Matrix<T>

The resulting type after applying the * operator.

fn mul(self, rhs: MatrixView<T, S>) -> Self::Output

Performs the * operation.

impl<T, S> Mul<MatrixView<T, S>> for Matrix<T> where
    T: Numeric,
    for<'a> &'a T: NumericRef<T>,
    S: MatrixRef<T> + NoInteriorMutability, 

Matrix multiplication for a matrix and a matrix view

type Output = Matrix<T>

The resulting type after applying the * operator.

fn mul(self, rhs: MatrixView<T, S>) -> Self::Output

Performs the * operation.

impl<T, S1, S2> Mul<MatrixView<T, S2>> for &MatrixView<T, S1> where
    T: Numeric,
    for<'a> &'a T: NumericRef<T>,
    S1: MatrixRef<T> + NoInteriorMutability,
    S2: MatrixRef<T> + NoInteriorMutability, 

Matrix multiplication for two matrix views with one referenced

type Output = Matrix<T>

The resulting type after applying the * operator.

fn mul(self, rhs: MatrixView<T, S2>) -> Self::Output

Performs the * operation.

impl<T, S1, S2> Mul<MatrixView<T, S2>> for MatrixView<T, S1> where
    T: Numeric,
    for<'a> &'a T: NumericRef<T>,
    S1: MatrixRef<T> + NoInteriorMutability,
    S2: MatrixRef<T> + NoInteriorMutability, 

Matrix multiplication for two matrix views

type Output = Matrix<T>

The resulting type after applying the * operator.

fn mul(self, rhs: MatrixView<T, S2>) -> Self::Output

Performs the * operation.

impl<T, S> Mul<T> for &MatrixView<T, S> where
    T: Numeric,
    for<'a> &'a T: NumericRef<T>,
    S: MatrixRef<T>, 

Operation for a matrix view by reference and scalar by value. The scalar is applied to all elements, this is a shorthand for map().

type Output = Matrix<T>

The resulting type after applying the * operator.

fn mul(self, rhs: T) -> Self::Output

Performs the * operation.

impl<T, S> Mul<T> for MatrixView<T, S> where
    T: Numeric,
    for<'a> &'a T: NumericRef<T>,
    S: MatrixRef<T>, 

Operation for a matrix view and scalar by value. The scalar is applied to all elements, this is a shorthand for map().

type Output = Matrix<T>

The resulting type after applying the * operator.

fn mul(self, rhs: T) -> Self::Output

Performs the * operation.

impl<T, S> Neg for &MatrixView<T, S> where
    T: Numeric,
    for<'a> &'a T: NumericRef<T>,
    S: MatrixRef<T>, 

Elementwise negation for a referenced matrix view.

type Output = Matrix<T>

The resulting type after applying the - operator.

fn neg(self) -> Self::Output

Performs the unary - operation.

impl<T, S> Neg for MatrixView<T, S> where
    T: Numeric,
    for<'a> &'a T: NumericRef<T>,
    S: MatrixRef<T>, 

Elementwise negation for a matrix view.

type Output = Matrix<T>

The resulting type after applying the - operator.

fn neg(self) -> Self::Output

Performs the unary - operation.

impl<T, S> PartialEq<Matrix<T>> for MatrixView<T, S> where
    T: PartialEq,
    S: MatrixRef<T>, 

A MatrixView and a Matrix can be compared for equality. PartialEq is implemented as they are equal if and only if all their elements are equal and they have the same size.

fn eq(&self, other: &Matrix<T>) -> 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 !=.

impl<T, S> PartialEq<MatrixView<T, S>> for Matrix<T> where
    T: PartialEq,
    S: MatrixRef<T>, 

A Matrix and a MatrixView can be compared for equality. PartialEq is implemented as they are equal if and only if all their elements are equal and they have the same size.

fn eq(&self, other: &MatrixView<T, S>) -> 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 !=.

impl<T, S1, S2> PartialEq<MatrixView<T, S2>> for MatrixView<T, S1> where
    T: PartialEq,
    S1: MatrixRef<T>,
    S2: MatrixRef<T>, 

PartialEq is implemented as two matrix views are equal if and only if all their elements are equal and they have the same size. Differences in their source types are ignored.

fn eq(&self, other: &MatrixView<T, S2>) -> 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 !=.

impl<T, S> Sub<&'_ Matrix<T>> for &MatrixView<T, S> where
    T: Numeric,
    for<'a> &'a T: NumericRef<T>,
    S: MatrixRef<T> + NoInteriorMutability, 

Elementwise subtraction for a referenced matrix view and a referenced matrix

type Output = Matrix<T>

The resulting type after applying the - operator.

fn sub(self, rhs: &Matrix<T>) -> Self::Output

Performs the - operation.

impl<T, S> Sub<&'_ Matrix<T>> for MatrixView<T, S> where
    T: Numeric,
    for<'a> &'a T: NumericRef<T>,
    S: MatrixRef<T> + NoInteriorMutability, 

Elementwise subtraction for a matrix view and a referenced matrix

type Output = Matrix<T>

The resulting type after applying the - operator.

fn sub(self, rhs: &Matrix<T>) -> Self::Output

Performs the - operation.

impl<T, S> Sub<&'_ MatrixView<T, S>> for &Matrix<T> where
    T: Numeric,
    for<'a> &'a T: NumericRef<T>,
    S: MatrixRef<T> + NoInteriorMutability, 

Elementwise subtraction for a referenced matrix and a referenced matrix view

type Output = Matrix<T>

The resulting type after applying the - operator.

fn sub(self, rhs: &MatrixView<T, S>) -> Self::Output

Performs the - operation.

impl<T, S> Sub<&'_ MatrixView<T, S>> for Matrix<T> where
    T: Numeric,
    for<'a> &'a T: NumericRef<T>,
    S: MatrixRef<T> + NoInteriorMutability, 

Elementwise subtraction for a matrix and a referenced matrix view

type Output = Matrix<T>

The resulting type after applying the - operator.

fn sub(self, rhs: &MatrixView<T, S>) -> Self::Output

Performs the - operation.

impl<T, S1, S2> Sub<&'_ MatrixView<T, S2>> for &MatrixView<T, S1> where
    T: Numeric,
    for<'a> &'a T: NumericRef<T>,
    S1: MatrixRef<T> + NoInteriorMutability,
    S2: MatrixRef<T> + NoInteriorMutability, 

Elementwise subtraction for two referenced matrix views

type Output = Matrix<T>

The resulting type after applying the - operator.

fn sub(self, rhs: &MatrixView<T, S2>) -> Self::Output

Performs the - operation.

impl<T, S1, S2> Sub<&'_ MatrixView<T, S2>> for MatrixView<T, S1> where
    T: Numeric,
    for<'a> &'a T: NumericRef<T>,
    S1: MatrixRef<T> + NoInteriorMutability,
    S2: MatrixRef<T> + NoInteriorMutability, 

Elementwise addition for two matrix views with one referenced

type Output = Matrix<T>

The resulting type after applying the - operator.

fn sub(self, rhs: &MatrixView<T, S2>) -> Self::Output

Performs the - operation.

impl<T, S> Sub<&'_ T> for &MatrixView<T, S> where
    T: Numeric,
    for<'a> &'a T: NumericRef<T>,
    S: MatrixRef<T>, 

Operation for a matrix view and scalar by reference. The scalar is applied to all elements, this is a shorthand for map().

type Output = Matrix<T>

The resulting type after applying the - operator.

fn sub(self, rhs: &T) -> Self::Output

Performs the - operation.

impl<T, S> Sub<&'_ T> for MatrixView<T, S> where
    T: Numeric,
    for<'a> &'a T: NumericRef<T>,
    S: MatrixRef<T>, 

Operation for a matrix viiew by value and scalar by reference. The scalar is applied to all elements, this is a shorthand for map().

type Output = Matrix<T>

The resulting type after applying the - operator.

fn sub(self, rhs: &T) -> Self::Output

Performs the - operation.

impl<T, S> Sub<Matrix<T>> for &MatrixView<T, S> where
    T: Numeric,
    for<'a> &'a T: NumericRef<T>,
    S: MatrixRef<T> + NoInteriorMutability, 

Elementwise subtraction for a referenced matrix view and a matrix

type Output = Matrix<T>

The resulting type after applying the - operator.

fn sub(self, rhs: Matrix<T>) -> Self::Output

Performs the - operation.

impl<T, S> Sub<Matrix<T>> for MatrixView<T, S> where
    T: Numeric,
    for<'a> &'a T: NumericRef<T>,
    S: MatrixRef<T> + NoInteriorMutability, 

Elementwise subtraction for a matrix view and a matrix

type Output = Matrix<T>

The resulting type after applying the - operator.

fn sub(self, rhs: Matrix<T>) -> Self::Output

Performs the - operation.

impl<T, S> Sub<MatrixView<T, S>> for &Matrix<T> where
    T: Numeric,
    for<'a> &'a T: NumericRef<T>,
    S: MatrixRef<T> + NoInteriorMutability, 

Elementwise subtraction for a referenced matrix and a matrix view

type Output = Matrix<T>

The resulting type after applying the - operator.

fn sub(self, rhs: MatrixView<T, S>) -> Self::Output

Performs the - operation.

impl<T, S> Sub<MatrixView<T, S>> for Matrix<T> where
    T: Numeric,
    for<'a> &'a T: NumericRef<T>,
    S: MatrixRef<T> + NoInteriorMutability, 

Elementwise subtraction for a matrix and a matrix view

type Output = Matrix<T>

The resulting type after applying the - operator.

fn sub(self, rhs: MatrixView<T, S>) -> Self::Output

Performs the - operation.

impl<T, S1, S2> Sub<MatrixView<T, S2>> for &MatrixView<T, S1> where
    T: Numeric,
    for<'a> &'a T: NumericRef<T>,
    S1: MatrixRef<T> + NoInteriorMutability,
    S2: MatrixRef<T> + NoInteriorMutability, 

Elementwise subtraction for two matrix views with one referenced

type Output = Matrix<T>

The resulting type after applying the - operator.

fn sub(self, rhs: MatrixView<T, S2>) -> Self::Output

Performs the - operation.

impl<T, S1, S2> Sub<MatrixView<T, S2>> for MatrixView<T, S1> where
    T: Numeric,
    for<'a> &'a T: NumericRef<T>,
    S1: MatrixRef<T> + NoInteriorMutability,
    S2: MatrixRef<T> + NoInteriorMutability, 

Elementwise subtraction for two matrix views

type Output = Matrix<T>

The resulting type after applying the - operator.

fn sub(self, rhs: MatrixView<T, S2>) -> Self::Output

Performs the - operation.

impl<T, S> Sub<T> for &MatrixView<T, S> where
    T: Numeric,
    for<'a> &'a T: NumericRef<T>,
    S: MatrixRef<T>, 

Operation for a matrix view by reference and scalar by value. The scalar is applied to all elements, this is a shorthand for map().

type Output = Matrix<T>

The resulting type after applying the - operator.

fn sub(self, rhs: T) -> Self::Output

Performs the - operation.

impl<T, S> Sub<T> for MatrixView<T, S> where
    T: Numeric,
    for<'a> &'a T: NumericRef<T>,
    S: MatrixRef<T>, 

Operation for a matrix view and scalar by value. The scalar is applied to all elements, this is a shorthand for map().

type Output = Matrix<T>

The resulting type after applying the - operator.

fn sub(self, rhs: T) -> Self::Output

Performs the - operation.