public class CsrCMatrix extends ComplexSparseTensorBase<CsrCMatrix,CMatrix,CsrMatrix> implements MatrixMixin<CsrCMatrix,CMatrix,CsrCMatrix,CsrCMatrix,CsrCMatrix,CNumber,CooCVector,CVector>, ComplexMatrixMixin<CsrCMatrix>

Complex sparse matrix stored in compressed sparse row (CSR) format.

CSR matrices are best suited for efficient access and matrix operations. Specifically, matrix-matrix and matrix-vector multiplication. CSR matrices are not well suited for modification (see CooCMatrix).

The CSR format stores a sparse m-by-n matrix as three one-dimensional arrays: TensorBase.entries, rowPointers, and colIndices.

entries: Stores the non-zero values of the sparse matrix. Note, zero values can be stored explicitly in this array. Hence, the term "non-zero values" is a misnomer.
rowPointers: Encodes the total number of non-zero values above each row. Has length m+1. For example, rowPointers[j] contains the total number of non-zero values above row j. The first entry is always 0 and the last element is always entries.length
colIndices: Contains the column indices for all non-zero entries. Has length entries.length

See Also:

Field Summary

Fields

Modifier and Type

Field

Description

final int[]

colIndices

Column indices of the non-zero entries of the sparse matrix.

final int

numCols

The number of columns in this matrix.

final int

numRows

The number of rows in this matrix.

final int[]

rowPointers

Row indices of the non-zero entries of the sparse matrix.

Fields inherited from class org.flag4j.core.sparse_base.SparseTensorBase
indices, nnz

Fields inherited from class org.flag4j.core.TensorBase
DEFAULT_ROUND_TO_ZERO_THRESHOLD, entries, shape
Constructor Summary

Constructors

Constructor

Description

CsrCMatrix(int numRows, int numCols)

Constructs an empty sparse CSR matrix with the specified shape.

CsrCMatrix(int numRows, int numCols, CNumber[] entries, int[] rowPointers, int[] colIndices)

Constructs a sparse matrix in CSR format with specified row-pointers, column indices and non-zero entries.

CsrCMatrix(CooCMatrix src)

Converts a sparse COO matrix to a sparse CSR matrix.

CsrCMatrix(CooMatrix src)

Converts a real sparse COO matrix to a complex sparse CSR matrix.

CsrCMatrix(CsrCMatrix src)

Constructs a sparse CSR matrix which is a deep copy of the src matrix.

CsrCMatrix(Shape shape)

Constructs an empty sparse CSR matrix with the specified shape.

CsrCMatrix(Shape shape, double[] entries, int[] rowPointers, int[] colIndices)

Constructs a sparse matrix in CSR format with specified row-pointers, column indices and non-zero entries.

CsrCMatrix(Shape shape, CNumber[] entries, int[] rowPointers, int[] colIndices)

Constructs a sparse matrix in CSR format with specified row-pointers, column indices and non-zero entries.
Method Summary

Modifier and Type

Method

Description

CMatrix

add(double a)

Adds specified value to all entries of this tensor.

CMatrix

add(CMatrix B)

Computes the element-wise addition between two tensors of the same rank.

CMatrix

add(Matrix B)

Computes the element-wise addition between two matrices.

CsrCMatrix

add(CooCMatrix B)

Computes the element-wise addition between two tensors of the same rank.

CsrCMatrix

add(CooMatrix B)

Computes the element-wise addition between two tensors of the same rank.

CsrCMatrix

add(CsrCMatrix B)

Computes the element-wise addition between two tensors of the same rank.

CsrCMatrix

add(CsrMatrix B)

Computes the element-wise addition between two tensors of the same rank.

CMatrix

add(CNumber a)

Adds specified value to all entries of this tensor.

CMatrix

addToEachCol(CVector b)

Adds a vector to each column of a matrix.

CMatrix

addToEachCol(Vector b)

Adds a vector to each column of a matrix.

CMatrix

addToEachCol(CooCVector b)

Adds a vector to each column of a matrix.

CMatrix

addToEachCol(CooVector b)

Adds a vector to each column of a matrix.

CMatrix

addToEachRow(CVector b)

Adds a vector to each row of a matrix.

CMatrix

addToEachRow(Vector b)

Adds a vector to each row of a matrix.

CMatrix

addToEachRow(CooCVector b)

Adds a vector to each row of a matrix.

CMatrix

addToEachRow(CooVector b)

Adds a vector to each row of a matrix.

boolean

allClose(CsrCMatrix tensor, double relTol, double absTol)

Checks if all entries of this tensor are close to the entries of the argument tensor.

CMatrix

augment(CMatrix B)

Stacks matrices along rows.

CsrCMatrix

augment(CVector b)

Augments a matrix with a vector.

CMatrix

augment(Matrix B)

Stacks matrices along rows.

CsrCMatrix

augment(Vector b)

Augments a matrix with a vector.

CsrCMatrix

augment(CooCMatrix B)

Stacks matrices along rows.

CsrCMatrix

augment(CooCVector b)

Augments a matrix with a vector.

CsrCMatrix

augment(CooMatrix B)

Stacks matrices along rows.

CsrCMatrix

augment(CooVector b)

Augments a matrix with a vector.

CsrCMatrix

copy()

Creates a copy of this tensor.

CNumber

det()

Computes the determinant of a square matrix.

CsrCMatrix

elemDiv(CMatrix B)

Computes the element-wise division between two tensors.

CsrCMatrix

elemDiv(Matrix B)

Computes the element-wise division between two matrices.

CsrCMatrix

elemMult(CMatrix B)

Computes the element-wise multiplication (Hadamard product) between two matrices.

CsrCMatrix

elemMult(Matrix B)

Computes the element-wise multiplication (Hadamard product) between two matrices.

CsrCMatrix

elemMult(CooCMatrix B)

Computes the element-wise multiplication (Hadamard product) between two matrices.

CsrCMatrix

elemMult(CooMatrix B)

Computes the element-wise multiplication (Hadamard product) between two matrices.

CsrCMatrix

elemMult(CsrCMatrix B)

Computes the element-wise multiplication between two tensors.

CsrCMatrix

elemMult(CsrMatrix B)

Computes the element-wise multiplication (Hadamard product) between two matrices.

boolean

equals(Object src2)

Checks if this CSR matrix is equal to another CSR matrix.

CNumber

fib(CMatrix B)

Computes the Frobenius inner product of two matrices.

CNumber

fib(Matrix B)

Computes the Frobenius inner product of two matrices.

CNumber

fib(CooCMatrix B)

Computes the Frobenius inner product of two matrices.

CNumber

fib(CooMatrix B)

Computes the Frobenius inner product of two matrices.

CsrCMatrix

flatten()

Flattens tensor to single dimension.

CsrCMatrix

flatten(int axis)

Flattens a tensor along the specified axis.

CNumber

get(int... indices)

Gets the element in this tensor at the specified indices.

CooCVector

getCol(int j)

Get the column of this matrix at the specified index.

CooCVector

getCol(int colIdx, int rowStart, int rowEnd)

Gets a specified column of this matrix between rowStart (inclusive) and rowEnd (exclusive).

CooCVector

getColBelow(int rowStart, int j)

Get a specified column of this matrix at and below a specified row.

CooCVector

getDiag()

Extracts the diagonal elements of this matrix and returns them as a vector.

CooCVector

getRow(int i)

Get the row of this matrix at the specified index.

CooCVector

getRowAfter(int colStart, int rowIdx)

Get a specified row of this matrix at and after a specified column.

protected CsrCMatrix

getSelf()

Simply returns a reference of this tensor.

CsrCMatrix

getSlice(int rowStart, int rowEnd, int colStart, int colEnd)

Gets a specified slice of this matrix.

CsrCMatrix

H()

Computes the conjugate transpose of this tensor.

int

hashCode()

boolean

isAntiHermitian()

Checks if a matrix is anti-Hermitian.

boolean

isFullRank()

Checks if a matrix has full rank.

boolean

isHermitian()

Checks if a matrix is Hermitian.

boolean

isI()

Checks if this matrix is the identity matrix.

boolean

isSingular()

Checks if a matrix is singular.

boolean

isSquare()

Checks if this matrix is square.

boolean

isTriL()

Checks if this matrix is lower triangular.

boolean

isTriU()

Checks if this matrix is upper triangular.

boolean

isUnitary()

Checks if this matrix is unitary.

boolean

isVector()

Checks if a matrix can be represented as a vector.

protected CsrMatrix

makeRealTensor(Shape shape, double[] entries, int[][] indices)

A factory for creating a real sparse tensor.

protected CsrCMatrix

makeTensor(Shape shape, CNumber[] entries, int[][] indices)

A factory for creating a complex sparse tensor.

int

matrixRank()

Computes the rank of this matrix (i.e.

CMatrix

mult(CMatrix B)

Computes the matrix multiplication between two matrices.

CVector

mult(CVector b)

Computes matrix-vector multiplication.

CMatrix

mult(Matrix B)

Computes the matrix multiplication between two matrices.

CVector

mult(Vector b)

Computes matrix-vector multiplication.

CMatrix

mult(CooCMatrix B)

Computes the matrix multiplication between two matrices.

CVector

mult(CooCVector b)

Computes the matrix-vector multiplication.

CMatrix

mult(CooMatrix B)

Computes the matrix multiplication between two matrices.

CVector

mult(CooVector b)

Computes matrix-vector multiplication.

CMatrix

mult(CsrCMatrix B)

Computes the matrix multiplication between two matrices.

CMatrix

mult(CsrMatrix B)

Computes the matrix multiplication between two matrices.

CsrCMatrix

mult2CSR(CooCMatrix B)

Computes the matrix multiplication between two sparse matrices and stores the result in a CSR matrix.

CsrCMatrix

mult2CSR(CooMatrix B)

Computes the matrix multiplication between two sparse matrices and stores the result in a CSR matrix.

CsrCMatrix

mult2CSR(CsrCMatrix B)

Computes the matrix multiplication between two sparse CSR matrices and stores the result in a CSR matrix.

CsrCMatrix

mult2CSR(CsrMatrix B)

Computes the matrix multiplication between two sparse CSR matrices and stores the result in a CSR matrix.

int

numCols()

Gets the number of columns in this matrix.

int

numRows()

Gets the number of rows in this matrix.

CMatrix

pow(int exponent)

Computes the matrix power with a given exponent.

CsrCMatrix

removeCol(int colIndex)

Removes a specified column from this matrix.

CsrCMatrix

removeCols(int... colIndices)

Removes a specified set of columns from this matrix.

CsrCMatrix

removeRow(int rowIndex)

Removes a specified row from this matrix.

CsrCMatrix

removeRows(int... rowIndices)

Removes a specified set of rows from this matrix.

CsrCMatrix

reshape(Shape newShape)

Copies and reshapes matrix if possible.

CsrCMatrix

set(double value, int... indices)

Sets an index of this tensor to a specified value.

CsrCMatrix

set(double value, int row, int col)

Sets an index of this matrix to the specified value.

CsrCMatrix

set(CNumber value, int... indices)

Sets an index of this tensor to a specified value.

CsrCMatrix

set(CNumber value, int row, int col)

Sets an index of this matrix to the specified value.

CsrCMatrix

setCol(double[] values, int colIndex)

Sets a column of this matrix at the given index to the specified values.

CsrCMatrix

setCol(int[] values, int colIndex)

Sets a column of this matrix at the given index to the specified values.

CsrCMatrix

setCol(Double[] values, int colIndex)

Sets a column of this matrix at the given index to the specified values.

CsrCMatrix

setCol(Integer[] values, int colIndex)

Sets a column of this matrix at the given index to the specified values.

CsrCMatrix

setCol(CVector values, int colIndex)

Sets a column of this matrix at the given index to the specified values.

CsrCMatrix

setCol(CooCVector values, int j)

Sets a column of this matrix.

CsrCMatrix

setCol(CNumber[] values, int colIndex)

Sets a column of this matrix at the given index to the specified values.

CsrCMatrix

setRow(double[] values, int rowIndex)

Sets a row of this matrix at the given index to the specified values.

CsrCMatrix

setRow(int[] values, int rowIndex)

Sets a row of this matrix at the given index to the specified values.

CsrCMatrix

setRow(Double[] values, int rowIndex)

Sets a row of this matrix at the given index to the specified values.

CsrCMatrix

setRow(Integer[] values, int rowIndex)

Sets a row of this matrix at the given index to the specified values.

CsrCMatrix

setRow(CVector values, int rowIndex)

Sets a row of this matrix at the given index to the specified values.

CsrCMatrix

setRow(CooCVector values, int rowIndex)

Sets a row of this matrix at the given index to the specified values.

CsrCMatrix

setRow(CNumber[] values, int rowIndex)

Sets a row of this matrix at the given index to the specified values.

CsrCMatrix

setSlice(double[][] values, int rowStart, int colStart)

Sets a slice of this matrix to the specified values.

CsrCMatrix

setSlice(int[][] values, int rowStart, int colStart)

Sets a slice of this matrix to the specified values.

CsrCMatrix

setSlice(Double[][] values, int rowStart, int colStart)

Sets a slice of this matrix to the specified values.

CsrCMatrix

setSlice(Integer[][] values, int rowStart, int colStart)

Sets a slice of this matrix to the specified values.

CsrCMatrix

setSlice(Matrix values, int rowStart, int colStart)

Sets a slice of this matrix to the specified values.

CsrCMatrix

setSlice(CooCMatrix values, int rowStart, int colStart)

Sets a slice of this matrix to the specified values.

CsrCMatrix

setSlice(CooMatrix values, int rowStart, int colStart)

Sets a slice of this matrix to the specified values.

CsrCMatrix

setSlice(CsrCMatrix values, int rowStart, int colStart)

Sets a slice of this matrix to the specified values.

CsrCMatrix

setSlice(CNumber[][] values, int rowStart, int colStart)

Sets a slice of this matrix to the specified values.

Shape

shape()

Gets the shape of this matrix.

CMatrix

stack(CMatrix B)

Stacks matrices along columns.

CsrCMatrix

stack(CVector b)

Stacks vector to this matrix along columns.

CMatrix

stack(Matrix B)

Stacks matrices along columns.

CsrCMatrix

stack(Vector b)

Stacks vector to this matrix along columns.

CsrCMatrix

stack(CooCMatrix B)

Stacks matrices along columns.

CsrCMatrix

stack(CooCVector b)

Stacks vector to this matrix along columns.

CsrCMatrix

stack(CooMatrix B)

Stacks matrices along columns.

CsrCMatrix

stack(CooVector b)

Stacks vector to this matrix along columns.

CMatrix

sub(double a)

Adds specified value to all entries of this tensor.

CMatrix

sub(CMatrix B)

Computes the element-wise subtraction of two tensors of the same rank.

CMatrix

sub(Matrix B)

Computes the element-wise subtraction of two tensors of the same rank.

CsrCMatrix

sub(CooCMatrix B)

Computes the element-wise subtraction of two tensors of the same rank.

CsrCMatrix

sub(CooMatrix B)

Computes the element-wise subtraction of two tensors of the same rank.

CsrCMatrix

sub(CsrCMatrix B)

Computes the element-wise subtraction between two tensors of the same rank.

CsrCMatrix

sub(CsrMatrix B)

Computes the element-wise subtraction of two tensors of the same rank.

CMatrix

sub(CNumber a)

Subtracts a specified value from all entries of this tensor.

CVector

sumCols()

Sums together the columns of a matrix as if each column was a column vector.

CVector

sumRows()

Sums together the rows of a matrix as if each row was a row vector.

CsrCMatrix

swapCols(int colIndex1, int colIndex2)

Swaps columns in the matrix.

CsrCMatrix

swapRows(int rowIndex1, int rowIndex2)

Swaps rows in the matrix.

CsrCMatrix

T()

Computes the transpose of a tensor.

CooCMatrix

toCoo()

Converts this CSR matrix to an equivalent COO matrix.

CMatrix

toDense()

Converts this sparse tensor to an equivalent dense tensor.

String

toString()

Formats this sparse matrix as a human-readable string.

CooCTensor

toTensor()

Converts this matrix to an equivalent sparse tensor.

CooCVector

toVector()

Converts this matrix to an equivalent vector.

CNumber

tr()

Computes the trace of this matrix.

CNumber

trace()

Computes the trace of this matrix.

CsrCMatrix

transpose()

Computes the transpose of a tensor.

int

vectorType()

Checks what type of vector this matrix is.

Methods inherited from class org.flag4j.core.sparse_base.ComplexSparseTensorBase
abs, argMax, argMin, conj, div, div, isComplex, isOnes, isReal, isZeros, max, maxAbs, min, minAbs, mult, mult, nonZeroEntries, recip, reshape, round, round, roundToZero, roundToZero, sortIndices, sqrt, sum, toReal, toRealSafe

Methods inherited from class org.flag4j.core.sparse_base.SparseTensorBase
density, sparsity

Methods inherited from class org.flag4j.core.TensorBase
allClose, getEntries, getRank, getShape, sameLength, sameShape, tensorEquals, totalEntries

Methods inherited from class java.lang.Object
clone, finalize, getClass, notify, notifyAll, wait, wait, wait

Methods inherited from interface org.flag4j.core.ComplexMatrixMixin
conj, conjT, isComplex, isReal

Methods inherited from interface org.flag4j.core.ComplexTensorMixin
hermTranspose

Methods inherited from interface org.flag4j.core.MatrixOperationsMixin
augment, augment, mult, multTranspose, multTranspose, multTranspose, multTranspose, multTranspose, multTranspose, stack, stack, stack, stack, stack, stack, stack, stack, stack, stack, stack, stack

Methods inherited from interface org.flag4j.core.MatrixPropertiesMixin
isDiag, isInvertible, isTri

Field Details
- rowPointers
  
  public final int[] rowPointers
  
  Row indices of the non-zero entries of the sparse matrix.
- colIndices
  
  public final int[] colIndices
  
  Column indices of the non-zero entries of the sparse matrix.
- numRows
  
  public final int numRows
  
  The number of rows in this matrix.
- numCols
  
  public final int numCols
  
  The number of columns in this matrix.
Constructor Details
- CsrCMatrix
  
  public CsrCMatrix(Shape shape)
  
  Constructs an empty sparse CSR matrix with the specified shape.
  
  Parameters:
  
  shape - Shape of the CSR matrix.
- CsrCMatrix
  
  public CsrCMatrix(int numRows, int numCols)
  
  Constructs an empty sparse CSR matrix with the specified shape.
  
  Parameters:
  
  numRows - Number of rows in the CSR matrix.
  
  numCols - Number of columns in the CSR matrix.
- CsrCMatrix
  
  public CsrCMatrix(Shape shape, CNumber[] entries, int[] rowPointers, int[] colIndices)
  
  Constructs a sparse matrix in CSR format with specified row-pointers, column indices and non-zero entries.
  
  Parameters:
  
  shape - Shape of the matrix.
  
  entries - Non-zero entries for CSR matrix.
  
  rowPointers - Row pointers for CSR matrix.
  
  colIndices - Column indices for CSR matrix.
- CsrCMatrix
  
  public CsrCMatrix(int numRows, int numCols, CNumber[] entries, int[] rowPointers, int[] colIndices)
  
  Constructs a sparse matrix in CSR format with specified row-pointers, column indices and non-zero entries.
  
  Parameters:
  
  numRows - Number of rows for CSR matrix.
  
  numCols - Number of columns for CSR matrix.
  
  entries - Non-zero entries for CSR matrix.
  
  rowPointers - Row pointers for CSR matrix.
  
  colIndices - Column indices for CSR matrix.
- CsrCMatrix
  
  public CsrCMatrix(Shape shape, double[] entries, int[] rowPointers, int[] colIndices)
  
  Constructs a sparse matrix in CSR format with specified row-pointers, column indices and non-zero entries.
  
  Parameters:
  
  shape - Shape of the matrix.
  
  entries - Non-zero entries for CSR matrix.
  
  rowPointers - Row pointers for CSR matrix.
  
  colIndices - Column indices for CSR matrix.
- CsrCMatrix
  
  public CsrCMatrix(CsrCMatrix src)
  
  Constructs a sparse CSR matrix which is a deep copy of the src matrix.
  
  Parameters:
  
  src - Matrix to create copy of.
- CsrCMatrix
  
  public CsrCMatrix(CooCMatrix src)
  
  Converts a sparse COO matrix to a sparse CSR matrix.
  
  Parameters:
  
  src - COO matrix to convert. Indices must be sorted lexicographically.
- CsrCMatrix
  
  public CsrCMatrix(CooMatrix src)
  
  Converts a real sparse COO matrix to a complex sparse CSR matrix.
  
  Parameters:
  
  src - COO matrix to convert. Indices must be sorted lexicographically.
Method Details
- H
  
  public CsrCMatrix H()
  
  Computes the conjugate transpose of this tensor. In the context of a tensor, this swaps the first and last axes and takes the complex conjugate of the elements along these axes. Same as ComplexTensorMixin.hermTranspose().
  
  Specified by:
  
  H in interface ComplexMatrixMixin<CsrCMatrix>
  
  Specified by:
  
  H in interface ComplexTensorMixin<CsrCMatrix,CsrMatrix>
  
  Specified by:
  
  H in interface MatrixOperationsMixin<CsrCMatrix,CMatrix,CsrCMatrix,CsrCMatrix,CsrCMatrix,CNumber,CooCVector,CVector>
  
  Returns:
  
  The complex transpose of this tensor.
- isHermitian
  
  public boolean isHermitian()
  
  Checks if a matrix is Hermitian. That is, if the matrix is equal to its conjugate transpose.
  
  Specified by:
  
  isHermitian in interface ComplexMatrixMixin<CsrCMatrix>
  
  Returns:
  
  True if this matrix is Hermitian. Otherwise, returns false.
- isAntiHermitian
  
  public boolean isAntiHermitian()
  
  Checks if a matrix is anti-Hermitian. That is, if the matrix is equal to the negative of its conjugate transpose.
  
  Specified by:
  
  isAntiHermitian in interface ComplexMatrixMixin<CsrCMatrix>
  
  Returns:
  
  True if this matrix is anti-symmetric. Otherwise, returns false.
- isUnitary
  
  public boolean isUnitary()
  
  Checks if this matrix is unitary. That is, if the inverse of this matrix is equal to its conjugate transpose.
  
  Specified by:
  
  isUnitary in interface ComplexMatrixMixin<CsrCMatrix>
  
  Returns:
  
  True if this matrix it is unitary. Otherwise, returns false.
- setCol
  
  public CsrCMatrix setCol(CVector values, int colIndex)
  
  Sets a column of this matrix at the given index to the specified values.
  
  Specified by:
  
  setCol in interface ComplexMatrixMixin<CsrCMatrix>
  
  Parameters:
  
  values - New values for the column.
  
  colIndex - The index of the column which is to be set.
  
  Returns:
  
  A reference to this matrix.
  
  Throws:
  
  IllegalArgumentException - If the values vector has a different length than the number of rows of this matrix.
  
  IndexOutOfBoundsException - If colIndex is not within the matrix.
- setRow
  
  public CsrCMatrix setRow(CVector values, int rowIndex)
  
  Sets a row of this matrix at the given index to the specified values.
  
  Specified by:
  
  setRow in interface ComplexMatrixMixin<CsrCMatrix>
  
  Parameters:
  
  values - New values for the row.
  
  rowIndex - The index of the row which is to be set.
  
  Returns:
  
  A reference to this matrix.
  
  Throws:
  
  IllegalArgumentException - If the values vector has a different length than the number of columns of this matrix.
  
  IndexOutOfBoundsException - If rowIndex is not within the matrix.
- setRow
  
  public CsrCMatrix setRow(CooCVector values, int rowIndex)
  
  Sets a row of this matrix at the given index to the specified values.
  
  Specified by:
  
  setRow in interface ComplexMatrixMixin<CsrCMatrix>
  
  Parameters:
  
  values - New values for the row.
  
  rowIndex - The index of the row which is to be set.
  
  Returns:
  
  A reference to this matrix.
  
  Throws:
  
  IllegalArgumentException - If the values vector has a different length than the number of columns of this matrix.
  
  IndexOutOfBoundsException - If rowIndex is not within the matrix.
- setSlice
  
  public CsrCMatrix setSlice(CooCMatrix values, int rowStart, int colStart)
  
  Sets a slice of this matrix to the specified values. The rowStart and colStart parameters specify the upper left index location of the slice to set.
  
  Specified by:
  
  setSlice in interface ComplexMatrixMixin<CsrCMatrix>
  
  Parameters:
  
  values - New values for the specified slice.
  
  rowStart - Starting row index for the slice (inclusive).
  
  colStart - Starting column index for the slice (inclusive).
  
  Returns:
  
  A reference to this matrix.
  
  Throws:
  
  IndexOutOfBoundsException - If rowStart or colStart are not within the matrix.
  
  IllegalArgumentException - If the values slice, with upper left corner at the specified location, does not fit completely within this matrix.
- set
  
  public CsrCMatrix set(CNumber value, int... indices)
  
  Sets an index of this tensor to a specified value.
  
  Specified by:
  
  set in interface ComplexTensorMixin<CsrCMatrix,CsrMatrix>
  
  Parameters:
  
  value - Value to set.
  
  indices - The indices of this tensor for which to set the value.
  
  Returns:
  
  A reference to this tensor.
  
  Throws:
  
  IllegalArgumentException - If the number of indices is not equal to the rank of this tensor.
  
  IndexOutOfBoundsException - If any of the indices are not within this tensor.
- getSelf
  
  protected CsrCMatrix getSelf()
  
  Simply returns a reference of this tensor.
  
  Specified by:
  
  getSelf in class TensorBase<CsrCMatrix,CMatrix,CsrCMatrix,CMatrix,CsrMatrix,CNumber[],CNumber>
  
  Returns:
  
  A reference to this tensor.
- allClose
  public boolean allClose(CsrCMatrix tensor, double relTol, double absTol)
  
  Checks if all entries of this tensor are close to the entries of the argument tensor.
  
  Specified by:
  
  allClose in class TensorBase<CsrCMatrix,CMatrix,CsrCMatrix,CMatrix,CsrMatrix,CNumber[],CNumber>
  
  Parameters:
  
  tensor - Tensor to compare this tensor to.
  
  relTol - Relative tolerance.
  
  absTol - Absolute tolerance.
  
  Returns:
  
  True if the argument tensor is the same shape as this tensor and all entries are 'close', i.e. elements a and b at the same positions in the two tensors respectively satisfy |a-b| <= (atol + rtol*|b|). Otherwise, returns false.
  
  See Also:
  
  TensorBase.allClose(Object)
- set
  
  public CsrCMatrix set(double value, int... indices)
  
  Sets an index of this tensor to a specified value.
  
  Specified by:
  
  set in interface TensorManipulationsMixin<CsrCMatrix>
  
  Parameters:
  
  value - Value to set.
  
  indices - The indices of this tensor for which to set the value.
  
  Returns:
  
  A reference to this tensor.
- reshape
  
  public CsrCMatrix reshape(Shape newShape)
  
  Copies and reshapes matrix if possible. The total number of entries in this matrix must match the total number of entries in the reshaped matrix.
  
  Specified by:
  
  reshape in interface TensorManipulationsMixin<CsrCMatrix>
  
  Parameters:
  
  newShape - Shape of the new matrix.
  
  Returns:
  
  A matrix which is equivalent to this matrix but with the specified shape.
  
  Throws:
  
  IllegalArgumentException - If this matrix cannot be reshaped to the specified dimensions.
- flatten
  
  public CsrCMatrix flatten()
  
  Flattens tensor to single dimension. To flatten tensor along a single axis.
  
  Specified by:
  
  flatten in interface TensorManipulationsMixin<CsrCMatrix>
  
  Returns:
  
  The flattened tensor.
- flatten
  
  public CsrCMatrix flatten(int axis)
  
  Flattens a tensor along the specified axis.
  
  Specified by:
  
  flatten in interface TensorManipulationsMixin<CsrCMatrix>
  
  Parameters:
  
  axis - Axis along which to flatten tensor.
  
  Throws:
  
  IllegalArgumentException - If the axis is not positive or larger than the rank of this tensor.
- add
  
  public CsrCMatrix add(CsrCMatrix B)
  
  Computes the element-wise addition between two tensors of the same rank.
  
  Specified by:
  
  add in interface MatrixOperationsMixin<CsrCMatrix,CMatrix,CsrCMatrix,CsrCMatrix,CsrCMatrix,CNumber,CooCVector,CVector>
  
  Specified by:
  
  add in interface TensorOperationsMixin<CsrCMatrix,CMatrix,CsrCMatrix,CMatrix,CsrMatrix,CNumber>
  
  Parameters:
  
  B - Second tensor in the addition.
  
  Returns:
  
  The result of adding the tensor B to this tensor element-wise.
  
  Throws:
  
  IllegalArgumentException - If this tensor and B have different shapes.
- add
  
  public CsrCMatrix add(CsrMatrix B)
  
  Computes the element-wise addition between two tensors of the same rank.
  
  Specified by:
  
  add in interface MatrixOperationsMixin<CsrCMatrix,CMatrix,CsrCMatrix,CsrCMatrix,CsrCMatrix,CNumber,CooCVector,CVector>
  
  Parameters:
  
  B - Second tensor in the addition.
  
  Returns:
  
  The result of adding the tensor B to this tensor element-wise.
  
  Throws:
  
  IllegalArgumentException - If this tensor and B have different shapes.
- add
  
  public CMatrix add(double a)
  
  Adds specified value to all entries of this tensor.
  
  Specified by:
  
  add in interface TensorOperationsMixin<CsrCMatrix,CMatrix,CsrCMatrix,CMatrix,CsrMatrix,CNumber>
  
  Parameters:
  
  a - Value to add to all entries of this tensor.
  
  Returns:
  
  The result of adding the specified value to each entry of this tensor.
- add
  
  public CMatrix add(CNumber a)
  
  Adds specified value to all entries of this tensor.
  
  Specified by:
  
  add in interface TensorOperationsMixin<CsrCMatrix,CMatrix,CsrCMatrix,CMatrix,CsrMatrix,CNumber>
  
  Parameters:
  
  a - Value to add to all entries of this tensor.
  
  Returns:
  
  The result of adding the specified value to each entry of this tensor.
- sub
  
  public CsrCMatrix sub(CsrCMatrix B)
  
  Computes the element-wise subtraction between two tensors of the same rank.
  
  Specified by:
  
  sub in interface MatrixOperationsMixin<CsrCMatrix,CMatrix,CsrCMatrix,CsrCMatrix,CsrCMatrix,CNumber,CooCVector,CVector>
  
  Specified by:
  
  sub in interface TensorOperationsMixin<CsrCMatrix,CMatrix,CsrCMatrix,CMatrix,CsrMatrix,CNumber>
  
  Parameters:
  
  B - Second tensor in element-wise subtraction.
  
  Returns:
  
  The result of subtracting the tensor B from this tensor element-wise.
  
  Throws:
  
  IllegalArgumentException - If this tensor and B have different shapes.
- sub
  
  public CMatrix sub(double a)
  
  Adds specified value to all entries of this tensor.
  
  Specified by:
  
  sub in interface TensorOperationsMixin<CsrCMatrix,CMatrix,CsrCMatrix,CMatrix,CsrMatrix,CNumber>
  
  Parameters:
  
  a - Value to add to all entries of this tensor.
  
  Returns:
  
  The result of adding the specified value to each entry of this tensor.
- sub
  
  public CMatrix sub(CNumber a)
  
  Subtracts a specified value from all entries of this tensor.
  
  Specified by:
  
  sub in interface TensorOperationsMixin<CsrCMatrix,CMatrix,CsrCMatrix,CMatrix,CsrMatrix,CNumber>
  
  Parameters:
  
  a - Value to subtract from all entries of this tensor.
  
  Returns:
  
  The result of subtracting the specified value from each entry of this tensor.
- transpose
  public CsrCMatrix transpose()
  
  Computes the transpose of a tensor. Same as T().
  
  Specified by:
  
  transpose in interface TensorOperationsMixin<CsrCMatrix,CMatrix,CsrCMatrix,CMatrix,CsrMatrix,CNumber>
  
  Returns:
  
  The transpose of this tensor.
  
  See Also:
  
  H()
  
  ComplexTensorMixin.hermTranspose()
- T
  public CsrCMatrix T()
  
  Computes the transpose of a tensor. Same as transpose().
  
  Specified by:
  
  T in interface TensorOperationsMixin<CsrCMatrix,CMatrix,CsrCMatrix,CMatrix,CsrMatrix,CNumber>
  
  Returns:
  
  The transpose of this tensor.
  
  See Also:
  
  H()
  
  ComplexTensorMixin.hermTranspose()
- numRows
  
  public int numRows()
  
  Gets the number of rows in this matrix.
  
  Specified by:
  
  numRows in interface MatrixMixin<CsrCMatrix,CMatrix,CsrCMatrix,CsrCMatrix,CsrCMatrix,CNumber,CooCVector,CVector>
  
  Returns:
  
  The number of rows in this matrix.
- numCols
  
  public int numCols()
  
  Gets the number of columns in this matrix.
  
  Specified by:
  
  numCols in interface MatrixMixin<CsrCMatrix,CMatrix,CsrCMatrix,CsrCMatrix,CsrCMatrix,CNumber,CooCVector,CVector>
  
  Returns:
  
  The number of columns in this matrix.
- get
  
  public CNumber get(int... indices)
  
  Gets the element in this tensor at the specified indices.
  
  Specified by:
  
  get in interface MatrixMixin<CsrCMatrix,CMatrix,CsrCMatrix,CsrCMatrix,CsrCMatrix,CNumber,CooCVector,CVector>
  
  Specified by:
  
  get in interface TensorOperationsMixin<CsrCMatrix,CMatrix,CsrCMatrix,CMatrix,CsrMatrix,CNumber>
  
  Parameters:
  
  indices - Indices of element.
  
  Returns:
  
  The element at the specified indices.
  
  Throws:
  
  IllegalArgumentException - If the number of indices does not match the rank of this tensor.
- shape
  
  public Shape shape()
  
  Gets the shape of this matrix.
  
  Specified by:
  
  shape in interface MatrixMixin<CsrCMatrix,CMatrix,CsrCMatrix,CsrCMatrix,CsrCMatrix,CNumber,CooCVector,CVector>
  
  Returns:
  
  The shape of this matrix.
- copy
  
  public CsrCMatrix copy()
  
  Creates a copy of this tensor.
  
  Specified by:
  
  copy in interface MatrixOperationsMixin<CsrCMatrix,CMatrix,CsrCMatrix,CsrCMatrix,CsrCMatrix,CNumber,CooCVector,CVector>
  
  Specified by:
  
  copy in interface TensorOperationsMixin<CsrCMatrix,CMatrix,CsrCMatrix,CMatrix,CsrMatrix,CNumber>
  
  Returns:
  
  A copy of this tensor.
- elemMult
  
  public CsrCMatrix elemMult(CsrCMatrix B)
  
  Computes the element-wise multiplication between two tensors.
  
  Specified by:
  
  elemMult in interface TensorOperationsMixin<CsrCMatrix,CMatrix,CsrCMatrix,CMatrix,CsrMatrix,CNumber>
  
  Parameters:
  
  B - Tensor to element-wise multiply to this tensor.
  
  Returns:
  
  The result of the element-wise tensor multiplication.
  
  Throws:
  
  IllegalArgumentException - If this tensor and B do not have the same shape.
- add
  
  public CMatrix add(Matrix B)
  
  Computes the element-wise addition between two matrices.
  
  Specified by:
  
  add in interface MatrixOperationsMixin<CsrCMatrix,CMatrix,CsrCMatrix,CsrCMatrix,CsrCMatrix,CNumber,CooCVector,CVector>
  
  Parameters:
  
  B - Second matrix in the addition.
  
  Returns:
  
  The result of adding the matrix B to this matrix element-wise.
  
  Throws:
  
  IllegalArgumentException - If A and B have different shapes.
- add
  
  public CsrCMatrix add(CooMatrix B)
  
  Computes the element-wise addition between two tensors of the same rank.
  
  Specified by:
  
  add in interface MatrixOperationsMixin<CsrCMatrix,CMatrix,CsrCMatrix,CsrCMatrix,CsrCMatrix,CNumber,CooCVector,CVector>
  
  Parameters:
  
  B - Second tensor in the addition.
  
  Returns:
  
  The result of adding the tensor B to this tensor element-wise.
  
  Throws:
  
  IllegalArgumentException - If A and B have different shapes.
- add
  
  public CMatrix add(CMatrix B)
  
  Computes the element-wise addition between two tensors of the same rank.
  
  Specified by:
  
  add in interface MatrixOperationsMixin<CsrCMatrix,CMatrix,CsrCMatrix,CsrCMatrix,CsrCMatrix,CNumber,CooCVector,CVector>
  
  Parameters:
  
  B - Second tensor in the addition.
  
  Returns:
  
  The result of adding the tensor B to this tensor element-wise.
  
  Throws:
  
  IllegalArgumentException - If A and B have different shapes.
- add
  
  public CsrCMatrix add(CooCMatrix B)
  
  Computes the element-wise addition between two tensors of the same rank.
  
  Specified by:
  
  add in interface MatrixOperationsMixin<CsrCMatrix,CMatrix,CsrCMatrix,CsrCMatrix,CsrCMatrix,CNumber,CooCVector,CVector>
  
  Parameters:
  
  B - Second tensor in the addition.
  
  Returns:
  
  The result of adding the tensor B to this tensor element-wise.
  
  Throws:
  
  IllegalArgumentException - If A and B have different shapes.
- sub
  
  public CMatrix sub(Matrix B)
  
  Computes the element-wise subtraction of two tensors of the same rank.
  
  Specified by:
  
  sub in interface MatrixOperationsMixin<CsrCMatrix,CMatrix,CsrCMatrix,CsrCMatrix,CsrCMatrix,CNumber,CooCVector,CVector>
  
  Parameters:
  
  B - Second tensor in the subtraction.
  
  Returns:
  
  The result of subtracting the tensor B from this tensor element-wise.
  
  Throws:
  
  IllegalArgumentException - If A and B have different shapes.
- sub
  
  public CsrCMatrix sub(CooMatrix B)
  
  Computes the element-wise subtraction of two tensors of the same rank.
  
  Specified by:
  
  sub in interface MatrixOperationsMixin<CsrCMatrix,CMatrix,CsrCMatrix,CsrCMatrix,CsrCMatrix,CNumber,CooCVector,CVector>
  
  Parameters:
  
  B - Second tensor in the subtraction.
  
  Returns:
  
  The result of subtracting the tensor B from this tensor element-wise.
  
  Throws:
  
  IllegalArgumentException - If A and B have different shapes.
- sub
  
  public CsrCMatrix sub(CsrMatrix B)
  
  Computes the element-wise subtraction of two tensors of the same rank.
  
  Specified by:
  
  sub in interface MatrixOperationsMixin<CsrCMatrix,CMatrix,CsrCMatrix,CsrCMatrix,CsrCMatrix,CNumber,CooCVector,CVector>
  
  Parameters:
  
  B - Second tensor in the subtraction.
  
  Returns:
  
  The result of subtracting the tensor B from this tensor element-wise.
  
  Throws:
  
  IllegalArgumentException - If A and B have different shapes.
- sub
  
  public CMatrix sub(CMatrix B)
  
  Computes the element-wise subtraction of two tensors of the same rank.
  
  Specified by:
  
  sub in interface MatrixOperationsMixin<CsrCMatrix,CMatrix,CsrCMatrix,CsrCMatrix,CsrCMatrix,CNumber,CooCVector,CVector>
  
  Parameters:
  
  B - Second tensor in the subtraction.
  
  Returns:
  
  The result of subtracting the tensor B from this tensor element-wise.
  
  Throws:
  
  IllegalArgumentException - If A and B have different shapes.
- sub
  
  public CsrCMatrix sub(CooCMatrix B)
  
  Computes the element-wise subtraction of two tensors of the same rank.
  
  Specified by:
  
  sub in interface MatrixOperationsMixin<CsrCMatrix,CMatrix,CsrCMatrix,CsrCMatrix,CsrCMatrix,CNumber,CooCVector,CVector>
  
  Parameters:
  
  B - Second tensor in the subtraction.
  
  Returns:
  
  The result of subtracting the tensor B from this tensor element-wise.
  
  Throws:
  
  IllegalArgumentException - If A and B have different shapes.
- mult2CSR
  
  public CsrCMatrix mult2CSR(CsrMatrix B)
  
  Computes the matrix multiplication between two sparse CSR matrices and stores the result in a CSR matrix. Warning: This method will likely be slower than mult(CsrMatrix) if the result of multiplying this matrix with B is not very sparse. Further, multiplying two sparse matrices may result in a dense matrix so this method should be used with caution.
  
  Parameters:
  
  B - Matrix to multiply to this matrix.
  
  Returns:
  
  The result of matrix multiplying this matrix with B as a sparse CSR matrix.
- mult2CSR
  
  public CsrCMatrix mult2CSR(CsrCMatrix B)
  
  Computes the matrix multiplication between two sparse CSR matrices and stores the result in a CSR matrix. Warning: This method will likely be slower than mult(CsrCMatrix) if the result of multiplying this matrix with B is not very sparse. Further, multiplying two sparse matrices may result in a dense matrix so this method should be used with caution.
  
  Parameters:
  
  B - Matrix to multiply to this matrix.
  
  Returns:
  
  The result of matrix multiplying this matrix with B as a sparse CSR matrix.
- mult2CSR
  
  public CsrCMatrix mult2CSR(CooMatrix B)
  
  Computes the matrix multiplication between two sparse matrices and stores the result in a CSR matrix. Warning: This method will likely be slower than mult(CooMatrix) if the result of multiplying this matrix with B is not very sparse. Further, multiplying two sparse matrices may result in a dense matrix so this method should be used with caution.
  
  Parameters:
  
  B - Matrix to multiply to this matrix.
  
  Returns:
  
  The result of matrix multiplying this matrix with B as a sparse CSR matrix.
- mult2CSR
  
  public CsrCMatrix mult2CSR(CooCMatrix B)
  
  Computes the matrix multiplication between two sparse matrices and stores the result in a CSR matrix. Warning: This method will likely be slower than mult(CooCMatrix) if the result of multiplying this matrix with B is not very sparse. Further, multiplying two sparse matrices may result in a dense matrix so this method should be used with caution.
  
  Parameters:
  
  B - Matrix to multiply to this matrix.
  
  Returns:
  
  The result of matrix multiplying this matrix with B as a sparse CSR matrix.
- mult
  
  public CMatrix mult(Matrix B)
  
  Computes the matrix multiplication between two matrices.
  
  Specified by:
  
  mult in interface MatrixOperationsMixin<CsrCMatrix,CMatrix,CsrCMatrix,CsrCMatrix,CsrCMatrix,CNumber,CooCVector,CVector>
  
  Parameters:
  
  B - Second matrix in the matrix multiplication.
  
  Returns:
  
  The result of matrix multiplying this matrix with matrix B.
  
  Throws:
  
  IllegalArgumentException - If the number of columns in this matrix do not equal the number of rows in matrix B.
- mult
  
  public CVector mult(CooCVector b)
  
  Computes the matrix-vector multiplication.
  
  Specified by:
  
  mult in interface MatrixOperationsMixin<CsrCMatrix,CMatrix,CsrCMatrix,CsrCMatrix,CsrCMatrix,CNumber,CooCVector,CVector>
  
  Parameters:
  
  b - Vector to multiply this matrix to.
  
  Returns:
  
  The vector result from multiplying this matrix by the vector b.
  
  Throws:
  
  IllegalArgumentException - If the number of columns in this matrix do not equal the number of entries b.
- pow
  
  public CMatrix pow(int exponent)
  
  Computes the matrix power with a given exponent. This is equivalent to multiplying a matrix to itself 'exponent' times. Note, this method is preferred over repeated multiplication of a matrix as this method will be significantly faster.
  
  Specified by:
  
  pow in interface MatrixOperationsMixin<CsrCMatrix,CMatrix,CsrCMatrix,CsrCMatrix,CsrCMatrix,CNumber,CooCVector,CVector>
  
  Parameters:
  
  exponent - The exponent in the matrix power.
  
  Returns:
  
  The result of multiplying this matrix with itself 'exponent' times.
- elemMult
  
  public CsrCMatrix elemMult(Matrix B)
  
  Computes the element-wise multiplication (Hadamard product) between two matrices.
  
  Specified by:
  
  elemMult in interface MatrixOperationsMixin<CsrCMatrix,CMatrix,CsrCMatrix,CsrCMatrix,CsrCMatrix,CNumber,CooCVector,CVector>
  
  Parameters:
  
  B - Second matrix in the element-wise multiplication.
  
  Returns:
  
  The result of element-wise multiplication of this matrix with the matrix B.
  
  Throws:
  
  IllegalArgumentException - If this matrix and B have different shapes.
- elemMult
  
  public CsrCMatrix elemMult(CooMatrix B)
  
  Computes the element-wise multiplication (Hadamard product) between two matrices.
  
  Specified by:
  
  elemMult in interface MatrixOperationsMixin<CsrCMatrix,CMatrix,CsrCMatrix,CsrCMatrix,CsrCMatrix,CNumber,CooCVector,CVector>
  
  Parameters:
  
  B - Second matrix in the element-wise multiplication.
  
  Returns:
  
  The result of element-wise multiplication of this matrix with the matrix B.
  
  Throws:
  
  IllegalArgumentException - If this matrix and B have different shapes.
- elemMult
  
  public CsrCMatrix elemMult(CsrMatrix B)
  
  Computes the element-wise multiplication (Hadamard product) between two matrices.
  
  Parameters:
  
  B - Second matrix in the element-wise multiplication.
  
  Returns:
  
  The result of element-wise multiplication of this matrix with the matrix B.
  
  Throws:
  
  IllegalArgumentException - If this matrix and B have different shapes.
- elemMult
  
  public CsrCMatrix elemMult(CMatrix B)
  
  Computes the element-wise multiplication (Hadamard product) between two matrices.
  
  Specified by:
  
  elemMult in interface MatrixOperationsMixin<CsrCMatrix,CMatrix,CsrCMatrix,CsrCMatrix,CsrCMatrix,CNumber,CooCVector,CVector>
  
  Parameters:
  
  B - Second matrix in the element-wise multiplication.
  
  Returns:
  
  The result of element-wise multiplication of this matrix with the matrix B.
  
  Throws:
  
  IllegalArgumentException - If this matrix and B have different shapes.
- elemMult
  
  public CsrCMatrix elemMult(CooCMatrix B)
  
  Computes the element-wise multiplication (Hadamard product) between two matrices.
  
  Specified by:
  
  elemMult in interface MatrixOperationsMixin<CsrCMatrix,CMatrix,CsrCMatrix,CsrCMatrix,CsrCMatrix,CNumber,CooCVector,CVector>
  
  Parameters:
  
  B - Second matrix in the element-wise multiplication.
  
  Returns:
  
  The result of element-wise multiplication of this matrix with the matrix B.
  
  Throws:
  
  IllegalArgumentException - If this matrix and B have different shapes.
- elemDiv
  
  public CsrCMatrix elemDiv(Matrix B)
  
  Computes the element-wise division between two matrices.
  
  Specified by:
  
  elemDiv in interface MatrixOperationsMixin<CsrCMatrix,CMatrix,CsrCMatrix,CsrCMatrix,CsrCMatrix,CNumber,CooCVector,CVector>
  
  Parameters:
  
  B - Second matrix in the element-wise division.
  
  Returns:
  
  The result of element-wise division of this matrix with the matrix B.
  
  Throws:
  
  IllegalArgumentException - If this matrix and B have different shapes.
  
  ArithmeticException - If B contains any zero entries.
- mult
  
  public CMatrix mult(CsrCMatrix B)
  
  Computes the matrix multiplication between two matrices.
  
  Specified by:
  
  mult in interface MatrixOperationsMixin<CsrCMatrix,CMatrix,CsrCMatrix,CsrCMatrix,CsrCMatrix,CNumber,CooCVector,CVector>
  
  Parameters:
  
  B - Second matrix in the matrix multiplication.
  
  Returns:
  
  The result of matrix multiplying this matrix with matrix B.
  
  Throws:
  
  IllegalArgumentException - If the number of columns in this matrix do not equal the number of rows in matrix B.
- mult
  
  public CMatrix mult(CooMatrix B)
  
  Computes the matrix multiplication between two matrices.
  
  Specified by:
  
  mult in interface MatrixOperationsMixin<CsrCMatrix,CMatrix,CsrCMatrix,CsrCMatrix,CsrCMatrix,CNumber,CooCVector,CVector>
  
  Parameters:
  
  B - Second matrix in the matrix multiplication.
  
  Returns:
  
  The result of matrix multiplying this matrix with matrix B.
  
  Throws:
  
  IllegalArgumentException - If the number of columns in this matrix do not equal the number of rows in matrix B.
- mult
  
  public CMatrix mult(CsrMatrix B)
  
  Computes the matrix multiplication between two matrices.
  
  Specified by:
  
  mult in interface MatrixOperationsMixin<CsrCMatrix,CMatrix,CsrCMatrix,CsrCMatrix,CsrCMatrix,CNumber,CooCVector,CVector>
  
  Parameters:
  
  B - Second matrix in the matrix multiplication.
  
  Returns:
  
  The result of matrix multiplying this matrix with matrix B.
  
  Throws:
  
  IllegalArgumentException - If the number of columns in this matrix do not equal the number of rows in matrix B.
- mult
  
  public CMatrix mult(CMatrix B)
  
  Computes the matrix multiplication between two matrices.
  
  Specified by:
  
  mult in interface MatrixOperationsMixin<CsrCMatrix,CMatrix,CsrCMatrix,CsrCMatrix,CsrCMatrix,CNumber,CooCVector,CVector>
  
  Parameters:
  
  B - Second matrix in the matrix multiplication.
  
  Returns:
  
  The result of matrix multiplying this matrix with matrix B.
  
  Throws:
  
  IllegalArgumentException - If the number of columns in this matrix do not equal the number of rows in matrix B.
- mult
  
  public CMatrix mult(CooCMatrix B)
  
  Computes the matrix multiplication between two matrices.
  
  Specified by:
  
  mult in interface MatrixOperationsMixin<CsrCMatrix,CMatrix,CsrCMatrix,CsrCMatrix,CsrCMatrix,CNumber,CooCVector,CVector>
  
  Parameters:
  
  B - Second matrix in the matrix multiplication.
  
  Returns:
  
  The result of matrix multiplying this matrix with matrix B.
  
  Throws:
  
  IllegalArgumentException - If the number of columns in this matrix do not equal the number of rows in matrix B.
- mult
  
  public CVector mult(Vector b)
  
  Computes matrix-vector multiplication.
  
  Specified by:
  
  mult in interface MatrixOperationsMixin<CsrCMatrix,CMatrix,CsrCMatrix,CsrCMatrix,CsrCMatrix,CNumber,CooCVector,CVector>
  
  Parameters:
  
  b - Vector in the matrix-vector multiplication.
  
  Returns:
  
  The result of matrix multiplying this matrix with vector b.
  
  Throws:
  
  IllegalArgumentException - If the number of columns in this matrix do not equal the number of entries in the vector b.
- mult
  
  public CVector mult(CooVector b)
  
  Computes matrix-vector multiplication.
  
  Specified by:
  
  mult in interface MatrixOperationsMixin<CsrCMatrix,CMatrix,CsrCMatrix,CsrCMatrix,CsrCMatrix,CNumber,CooCVector,CVector>
  
  Parameters:
  
  b - Vector in the matrix-vector multiplication.
  
  Returns:
  
  The result of matrix multiplying this matrix with vector b.
  
  Throws:
  
  IllegalArgumentException - If the number of columns in this matrix do not equal the number of entries in the vector b.
- mult
  
  public CVector mult(CVector b)
  
  Computes matrix-vector multiplication.
  
  Specified by:
  
  mult in interface MatrixOperationsMixin<CsrCMatrix,CMatrix,CsrCMatrix,CsrCMatrix,CsrCMatrix,CNumber,CooCVector,CVector>
  
  Parameters:
  
  b - Vector in the matrix-vector multiplication.
  
  Returns:
  
  The result of matrix multiplying this matrix with vector b.
  
  Throws:
  
  IllegalArgumentException - If the number of columns in this matrix do not equal the number of entries in the vector b.
- elemDiv
  
  public CsrCMatrix elemDiv(CMatrix B)
  
  Computes the element-wise division between two tensors.
  
  Specified by:
  
  elemDiv in interface MatrixOperationsMixin<CsrCMatrix,CMatrix,CsrCMatrix,CsrCMatrix,CsrCMatrix,CNumber,CooCVector,CVector>
  
  Specified by:
  
  elemDiv in interface TensorOperationsMixin<CsrCMatrix,CMatrix,CsrCMatrix,CMatrix,CsrMatrix,CNumber>
  
  Parameters:
  
  B - Tensor to element-wise divide with this tensor.
  
  Returns:
  
  The result of the element-wise tensor multiplication.
  
  Throws:
  
  IllegalArgumentException - If this tensor and B do not have the same shape.
- det
  
  public CNumber det()
  
  Computes the determinant of a square matrix.
  
  Specified by:
  
  det in interface MatrixOperationsMixin<CsrCMatrix,CMatrix,CsrCMatrix,CsrCMatrix,CsrCMatrix,CNumber,CooCVector,CVector>
  
  Returns:
  
  The determinant of this matrix.
  
  Throws:
  
  IllegalArgumentException - If this matrix is not square.
- fib
  
  public CNumber fib(Matrix B)
  
  Computes the Frobenius inner product of two matrices.
  
  Specified by:
  
  fib in interface MatrixOperationsMixin<CsrCMatrix,CMatrix,CsrCMatrix,CsrCMatrix,CsrCMatrix,CNumber,CooCVector,CVector>
  
  Parameters:
  
  B - Second matrix in the Frobenius inner product
  
  Returns:
  
  The Frobenius inner product of this matrix and matrix B.
  
  Throws:
  
  IllegalArgumentException - If this matrix and B have different shapes.
- fib
  
  public CNumber fib(CooMatrix B)
  
  Computes the Frobenius inner product of two matrices.
  
  Specified by:
  
  fib in interface MatrixOperationsMixin<CsrCMatrix,CMatrix,CsrCMatrix,CsrCMatrix,CsrCMatrix,CNumber,CooCVector,CVector>
  
  Parameters:
  
  B - Second matrix in the Frobenius inner product
  
  Returns:
  
  The Frobenius inner product of this matrix and matrix B.
  
  Throws:
  
  IllegalArgumentException - If this matrix and B have different shapes.
- fib
  
  public CNumber fib(CMatrix B)
  
  Computes the Frobenius inner product of two matrices.
  
  Specified by:
  
  fib in interface MatrixOperationsMixin<CsrCMatrix,CMatrix,CsrCMatrix,CsrCMatrix,CsrCMatrix,CNumber,CooCVector,CVector>
  
  Parameters:
  
  B - Second matrix in the Frobenius inner product
  
  Returns:
  
  The Frobenius inner product of this matrix and matrix B.
  
  Throws:
  
  IllegalArgumentException - If this matrix and B have different shapes.
- fib
  
  public CNumber fib(CooCMatrix B)
  
  Computes the Frobenius inner product of two matrices.
  
  Specified by:
  
  fib in interface MatrixOperationsMixin<CsrCMatrix,CMatrix,CsrCMatrix,CsrCMatrix,CsrCMatrix,CNumber,CooCVector,CVector>
  
  Parameters:
  
  B - Second matrix in the Frobenius inner product
  
  Returns:
  
  The Frobenius inner product of this matrix and matrix B.
  
  Throws:
  
  IllegalArgumentException - If this matrix and B have different shapes.
- sumCols
  
  public CVector sumCols()
  
  Sums together the columns of a matrix as if each column was a column vector.
  
  Specified by:
  
  sumCols in interface MatrixOperationsMixin<CsrCMatrix,CMatrix,CsrCMatrix,CsrCMatrix,CsrCMatrix,CNumber,CooCVector,CVector>
  
  Returns:
  
  The result of summing together all columns of the matrix as column vectors. If this matrix is an m-by-n matrix, then the result will be a vectors of length m.
- sumRows
  
  public CVector sumRows()
  
  Sums together the rows of a matrix as if each row was a row vector.
  
  Specified by:
  
  sumRows in interface MatrixOperationsMixin<CsrCMatrix,CMatrix,CsrCMatrix,CsrCMatrix,CsrCMatrix,CNumber,CooCVector,CVector>
  
  Returns:
  
  The result of summing together all rows of the matrix as row vectors. If this matrix is an m-by-n matrix, then the result will be a vector of length n.
- addToEachCol
  
  public CMatrix addToEachCol(Vector b)
  
  Adds a vector to each column of a matrix. The vector need not be a column vector. If it is a row vector it will be treated as if it were a column vector.
  
  Specified by:
  
  addToEachCol in interface MatrixOperationsMixin<CsrCMatrix,CMatrix,CsrCMatrix,CsrCMatrix,CsrCMatrix,CNumber,CooCVector,CVector>
  
  Parameters:
  
  b - Vector to add to each column of this matrix.
  
  Returns:
  
  The result of adding the vector b to each column of this matrix.
- addToEachCol
  
  public CMatrix addToEachCol(CooVector b)
  
  Adds a vector to each column of a matrix. The vector need not be a column vector. If it is a row vector it will be treated as if it were a column vector.
  
  Specified by:
  
  addToEachCol in interface MatrixOperationsMixin<CsrCMatrix,CMatrix,CsrCMatrix,CsrCMatrix,CsrCMatrix,CNumber,CooCVector,CVector>
  
  Parameters:
  
  b - Vector to add to each column of this matrix.
  
  Returns:
  
  The result of adding the vector b to each column of this matrix.
- addToEachCol
  
  public CMatrix addToEachCol(CVector b)
  
  Adds a vector to each column of a matrix. The vector need not be a column vector. If it is a row vector it will be treated as if it were a column vector.
  
  Specified by:
  
  addToEachCol in interface MatrixOperationsMixin<CsrCMatrix,CMatrix,CsrCMatrix,CsrCMatrix,CsrCMatrix,CNumber,CooCVector,CVector>
  
  Parameters:
  
  b - Vector to add to each column of this matrix.
  
  Returns:
  
  The result of adding the vector b to each column of this matrix.
- addToEachCol
  
  public CMatrix addToEachCol(CooCVector b)
  
  Adds a vector to each column of a matrix. The vector need not be a column vector. If it is a row vector it will be treated as if it were a column vector.
  
  Specified by:
  
  addToEachCol in interface MatrixOperationsMixin<CsrCMatrix,CMatrix,CsrCMatrix,CsrCMatrix,CsrCMatrix,CNumber,CooCVector,CVector>
  
  Parameters:
  
  b - Vector to add to each column of this matrix.
  
  Returns:
  
  The result of adding the vector b to each column of this matrix.
- addToEachRow
  
  public CMatrix addToEachRow(Vector b)
  
  Adds a vector to each row of a matrix. The vector need not be a row vector. If it is a column vector it will be treated as if it were a row vector for this operation.
  
  Specified by:
  
  addToEachRow in interface MatrixOperationsMixin<CsrCMatrix,CMatrix,CsrCMatrix,CsrCMatrix,CsrCMatrix,CNumber,CooCVector,CVector>
  
  Parameters:
  
  b - Vector to add to each row of this matrix.
  
  Returns:
  
  The result of adding the vector b to each row of this matrix.
- addToEachRow
  
  public CMatrix addToEachRow(CooVector b)
  
  Adds a vector to each row of a matrix. The vector need not be a row vector. If it is a column vector it will be treated as if it were a row vector for this operation.
  
  Specified by:
  
  addToEachRow in interface MatrixOperationsMixin<CsrCMatrix,CMatrix,CsrCMatrix,CsrCMatrix,CsrCMatrix,CNumber,CooCVector,CVector>
  
  Parameters:
  
  b - Vector to add to each row of this matrix.
  
  Returns:
  
  The result of adding the vector b to each row of this matrix.
- addToEachRow
  
  public CMatrix addToEachRow(CVector b)
  
  Adds a vector to each row of a matrix. The vector need not be a row vector. If it is a column vector it will be treated as if it were a row vector for this operation.
  
  Specified by:
  
  addToEachRow in interface MatrixOperationsMixin<CsrCMatrix,CMatrix,CsrCMatrix,CsrCMatrix,CsrCMatrix,CNumber,CooCVector,CVector>
  
  Parameters:
  
  b - Vector to add to each row of this matrix.
  
  Returns:
  
  The result of adding the vector b to each row of this matrix.
- addToEachRow
  
  public CMatrix addToEachRow(CooCVector b)
  
  Adds a vector to each row of a matrix. The vector need not be a row vector. If it is a column vector it will be treated as if it were a row vector for this operation.
  
  Specified by:
  
  addToEachRow in interface MatrixOperationsMixin<CsrCMatrix,CMatrix,CsrCMatrix,CsrCMatrix,CsrCMatrix,CNumber,CooCVector,CVector>
  
  Parameters:
  
  b - Vector to add to each row of this matrix.
  
  Returns:
  
  The result of adding the vector b to each row of this matrix.
- stack
  
  public CMatrix stack(Matrix B)
  
  Stacks matrices along columns.
  Also see MatrixOperationsMixin.stack(Matrix, int) and augment(Matrix).
  
  Specified by:
  
  stack in interface MatrixOperationsMixin<CsrCMatrix,CMatrix,CsrCMatrix,CsrCMatrix,CsrCMatrix,CNumber,CooCVector,CVector>
  
  Parameters:
  
  B - Matrix to stack to this matrix.
  
  Returns:
  
  The result of stacking this matrix on top of the matrix B.
  
  Throws:
  
  IllegalArgumentException - If this matrix and matrix B have a different number of columns.
- stack
  
  public CsrCMatrix stack(CooMatrix B)
  
  Stacks matrices along columns.
  Also see MatrixOperationsMixin.stack(Matrix, int) and augment(Matrix).
  
  Specified by:
  
  stack in interface MatrixOperationsMixin<CsrCMatrix,CMatrix,CsrCMatrix,CsrCMatrix,CsrCMatrix,CNumber,CooCVector,CVector>
  
  Parameters:
  
  B - Matrix to stack to this matrix.
  
  Returns:
  
  The result of stacking this matrix on top of the matrix B.
  
  Throws:
  
  IllegalArgumentException - If this matrix and matrix B have a different number of columns.
- stack
  
  public CMatrix stack(CMatrix B)
  
  Stacks matrices along columns.
  Also see MatrixOperationsMixin.stack(Matrix, int) and augment(Matrix).
  
  Specified by:
  
  stack in interface MatrixOperationsMixin<CsrCMatrix,CMatrix,CsrCMatrix,CsrCMatrix,CsrCMatrix,CNumber,CooCVector,CVector>
  
  Parameters:
  
  B - Matrix to stack to this matrix.
  
  Returns:
  
  The result of stacking this matrix on top of the matrix B.
  
  Throws:
  
  IllegalArgumentException - If this matrix and matrix B have a different number of columns.
- stack
  
  public CsrCMatrix stack(CooCMatrix B)
  
  Stacks matrices along columns.
  Also see MatrixOperationsMixin.stack(Matrix, int) and augment(Matrix).
  
  Specified by:
  
  stack in interface MatrixOperationsMixin<CsrCMatrix,CMatrix,CsrCMatrix,CsrCMatrix,CsrCMatrix,CNumber,CooCVector,CVector>
  
  Parameters:
  
  B - Matrix to stack to this matrix.
  
  Returns:
  
  The result of stacking this matrix on top of the matrix B.
  
  Throws:
  
  IllegalArgumentException - If this matrix and matrix B have a different number of columns.
- augment
  
  public CMatrix augment(Matrix B)
  
  Stacks matrices along rows.
  Also see stack(Matrix) and MatrixOperationsMixin.stack(Matrix, int).
  
  Specified by:
  
  augment in interface MatrixOperationsMixin<CsrCMatrix,CMatrix,CsrCMatrix,CsrCMatrix,CsrCMatrix,CNumber,CooCVector,CVector>
  
  Parameters:
  
  B - Matrix to stack to this matrix.
  
  Returns:
  
  The result of stacking B to the right of this matrix.
  
  Throws:
  
  IllegalArgumentException - If this matrix and matrix B have a different number of rows.
- augment
  
  public CsrCMatrix augment(CooMatrix B)
  
  Stacks matrices along rows.
  Also see stack(Matrix) and MatrixOperationsMixin.stack(Matrix, int).
  
  Specified by:
  
  augment in interface MatrixOperationsMixin<CsrCMatrix,CMatrix,CsrCMatrix,CsrCMatrix,CsrCMatrix,CNumber,CooCVector,CVector>
  
  Parameters:
  
  B - Matrix to stack to this matrix.
  
  Returns:
  
  The result of stacking B to the right of this matrix.
  
  Throws:
  
  IllegalArgumentException - If this matrix and matrix B have a different number of rows.
- augment
  
  public CMatrix augment(CMatrix B)
  
  Stacks matrices along rows.
  Also see stack(Matrix) and MatrixOperationsMixin.stack(Matrix, int).
  
  Specified by:
  
  augment in interface MatrixOperationsMixin<CsrCMatrix,CMatrix,CsrCMatrix,CsrCMatrix,CsrCMatrix,CNumber,CooCVector,CVector>
  
  Parameters:
  
  B - Matrix to stack to this matrix.
  
  Returns:
  
  The result of stacking B to the right of this matrix.
  
  Throws:
  
  IllegalArgumentException - If this matrix and matrix B have a different number of rows.
- augment
  
  public CsrCMatrix augment(CooCMatrix B)
  
  Stacks matrices along rows.
  Also see stack(Matrix) and MatrixOperationsMixin.stack(Matrix, int).
  
  Specified by:
  
  augment in interface MatrixOperationsMixin<CsrCMatrix,CMatrix,CsrCMatrix,CsrCMatrix,CsrCMatrix,CNumber,CooCVector,CVector>
  
  Parameters:
  
  B - Matrix to stack to this matrix.
  
  Returns:
  
  The result of stacking B to the right of this matrix.
  
  Throws:
  
  IllegalArgumentException - If this matrix and matrix B have a different number of rows.
- stack
  
  public CsrCMatrix stack(Vector b)
  
  Stacks vector to this matrix along columns. Note that the orientation of the vector (i.e. row/column vector) does not affect the output of this function. All vectors will be treated as row vectors.
  Also see MatrixOperationsMixin.stack(Vector, int) and augment(Vector).
  
  Specified by:
  
  stack in interface MatrixOperationsMixin<CsrCMatrix,CMatrix,CsrCMatrix,CsrCMatrix,CsrCMatrix,CNumber,CooCVector,CVector>
  
  Parameters:
  
  b - Vector to stack to this matrix.
  
  Returns:
  
  The result of stacking this matrix on top of the vector b.
  
  Throws:
  
  IllegalArgumentException - If the number of columns in this matrix is different from the number of entries in the vector b.
- stack
  
  public CsrCMatrix stack(CooVector b)
  
  Stacks vector to this matrix along columns. Note that the orientation of the vector (i.e. row/column vector) does not affect the output of this function. All vectors will be treated as row vectors.
  Also see MatrixOperationsMixin.stack(CooVector, int) and augment(CooVector).
  
  Specified by:
  
  stack in interface MatrixOperationsMixin<CsrCMatrix,CMatrix,CsrCMatrix,CsrCMatrix,CsrCMatrix,CNumber,CooCVector,CVector>
  
  Parameters:
  
  b - Vector to stack to this matrix.
  
  Returns:
  
  The result of stacking this matrix on top of the vector b.
  
  Throws:
  
  IllegalArgumentException - If the number of columns in this matrix is different from the number of entries in the vector b.
- stack
  
  public CsrCMatrix stack(CVector b)
  
  Stacks vector to this matrix along columns. Note that the orientation of the vector (i.e. row/column vector) does not affect the output of this function. All vectors will be treated as row vectors.
  Also see MatrixOperationsMixin.stack(CVector, int) and augment(CVector).
  
  Specified by:
  
  stack in interface MatrixOperationsMixin<CsrCMatrix,CMatrix,CsrCMatrix,CsrCMatrix,CsrCMatrix,CNumber,CooCVector,CVector>
  
  Parameters:
  
  b - Vector to stack to this matrix.
  
  Returns:
  
  The result of stacking this matrix on top of the vector b.
  
  Throws:
  
  IllegalArgumentException - If the number of columns in this matrix is different from the number of entries in the vector b.
- stack
  
  public CsrCMatrix stack(CooCVector b)
  
  Stacks vector to this matrix along columns. Note that the orientation of the vector (i.e. row/column vector) does not affect the output of this function. All vectors will be treated as row vectors.
  Also see MatrixOperationsMixin.stack(CooCVector, int) and augment(CooCVector).
  
  Specified by:
  
  stack in interface MatrixOperationsMixin<CsrCMatrix,CMatrix,CsrCMatrix,CsrCMatrix,CsrCMatrix,CNumber,CooCVector,CVector>
  
  Parameters:
  
  b - Vector to stack to this matrix.
  
  Returns:
  
  The result of stacking this matrix on top of the vector b.
  
  Throws:
  
  IllegalArgumentException - If the number of columns in this matrix is different from the number of entries in the vector b.
- augment
  
  public CsrCMatrix augment(Vector b)
  
  Augments a matrix with a vector. That is, stacks a vector along the rows to the right side of a matrix. Note that the orientation of the vector (i.e. row/column vector) does not affect the output of this function. The vector will be treated as a column vector regardless of the true orientation.
  Also see stack(Vector) and MatrixOperationsMixin.stack(Vector, int).
  
  Specified by:
  
  augment in interface MatrixOperationsMixin<CsrCMatrix,CMatrix,CsrCMatrix,CsrCMatrix,CsrCMatrix,CNumber,CooCVector,CVector>
  
  Parameters:
  
  b - vector to augment to this matrix.
  
  Returns:
  
  The result of augmenting b to the right of this matrix.
  
  Throws:
  
  IllegalArgumentException - If this matrix has a different number of rows as entries in b.
- augment
  
  public CsrCMatrix augment(CooVector b)
  
  Augments a matrix with a vector. That is, stacks a vector along the rows to the right side of a matrix. Note that the orientation of the vector (i.e. row/column vector) does not affect the output of this function. The vector will be treated as a column vector regardless of the true orientation.
  Also see stack(CooVector) and MatrixOperationsMixin.stack(CooVector, int).
  
  Specified by:
  
  augment in interface MatrixOperationsMixin<CsrCMatrix,CMatrix,CsrCMatrix,CsrCMatrix,CsrCMatrix,CNumber,CooCVector,CVector>
  
  Parameters:
  
  b - vector to augment to this matrix.
  
  Returns:
  
  The result of augmenting b to the right of this matrix.
  
  Throws:
  
  IllegalArgumentException - If this matrix has a different number of rows as entries in b.
- augment
  
  public CsrCMatrix augment(CVector b)
  
  Augments a matrix with a vector. That is, stacks a vector along the rows to the right side of a matrix. Note that the orientation of the vector (i.e. row/column vector) does not affect the output of this function. The vector will be treated as a column vector regardless of the true orientation.
  Also see stack(CVector) and MatrixOperationsMixin.stack(CVector, int).
  
  Specified by:
  
  augment in interface MatrixOperationsMixin<CsrCMatrix,CMatrix,CsrCMatrix,CsrCMatrix,CsrCMatrix,CNumber,CooCVector,CVector>
  
  Parameters:
  
  b - vector to augment to this matrix.
  
  Returns:
  
  The result of augmenting b to the right of this matrix.
  
  Throws:
  
  IllegalArgumentException - If this matrix has a different number of rows as entries in b.
- augment
  
  public CsrCMatrix augment(CooCVector b)
  
  Augments a matrix with a vector. That is, stacks a vector along the rows to the right side of a matrix. Note that the orientation of the vector (i.e. row/column vector) does not affect the output of this function. The vector will be treated as a column vector regardless of the true orientation.
  Also see stack(CooCVector) and MatrixOperationsMixin.stack(CooCVector, int).
  
  Specified by:
  
  augment in interface MatrixOperationsMixin<CsrCMatrix,CMatrix,CsrCMatrix,CsrCMatrix,CsrCMatrix,CNumber,CooCVector,CVector>
  
  Parameters:
  
  b - vector to augment to this matrix.
  
  Returns:
  
  The result of augmenting b to the right of this matrix.
  
  Throws:
  
  IllegalArgumentException - If this matrix has a different number of rows as entries in b.
- getRow
  
  public CooCVector getRow(int i)
  
  Get the row of this matrix at the specified index.
  
  Specified by:
  
  getRow in interface MatrixOperationsMixin<CsrCMatrix,CMatrix,CsrCMatrix,CsrCMatrix,CsrCMatrix,CNumber,CooCVector,CVector>
  
  Parameters:
  
  i - Index of row to get.
  
  Returns:
  
  The specified row of this matrix.
- getCol
  
  public CooCVector getCol(int j)
  
  Get the column of this matrix at the specified index.
  
  Specified by:
  
  getCol in interface MatrixOperationsMixin<CsrCMatrix,CMatrix,CsrCMatrix,CsrCMatrix,CsrCMatrix,CNumber,CooCVector,CVector>
  
  Parameters:
  
  j - Index of column to get.
  
  Returns:
  
  The specified column of this matrix.
- getCol
  
  public CooCVector getCol(int colIdx, int rowStart, int rowEnd)
  
  Gets a specified column of this matrix between rowStart (inclusive) and rowEnd (exclusive).
  
  Specified by:
  
  getCol in interface MatrixOperationsMixin<CsrCMatrix,CMatrix,CsrCMatrix,CsrCMatrix,CsrCMatrix,CNumber,CooCVector,CVector>
  
  Parameters:
  
  colIdx - Index of the column of this matrix to get.
  
  rowStart - Starting row of the column (inclusive).
  
  rowEnd - Ending row of the column (exclusive).
  
  Returns:
  
  The column at index colIdx of this matrix between the rowStart and rowEnd indices.
  
  Throws:
  
  IllegalArgumentException - If rowStart is less than 0.
  
  NegativeArraySizeException - If rowEnd is less than rowStart.
- toVector
  
  public CooCVector toVector()
  
  Converts this matrix to an equivalent vector. If this matrix is not shaped as a row/column vector, it will be flattened then converted to a vector.
  
  Specified by:
  
  toVector in interface MatrixOperationsMixin<CsrCMatrix,CMatrix,CsrCMatrix,CsrCMatrix,CsrCMatrix,CNumber,CooCVector,CVector>
  
  Returns:
  
  A vector equivalent to this matrix.
- getSlice
  
  public CsrCMatrix getSlice(int rowStart, int rowEnd, int colStart, int colEnd)
  
  Gets a specified slice of this matrix.
  
  Specified by:
  
  getSlice in interface MatrixOperationsMixin<CsrCMatrix,CMatrix,CsrCMatrix,CsrCMatrix,CsrCMatrix,CNumber,CooCVector,CVector>
  
  Parameters:
  
  rowStart - Starting row index of slice (inclusive).
  
  rowEnd - Ending row index of slice (exclusive).
  
  colStart - Starting column index of slice (inclusive).
  
  colEnd - Ending row index of slice (exclusive).
  
  Returns:
  
  The specified slice of this matrix. This is a completely new matrix and NOT a view into the matrix.
  
  Throws:
  
  ArrayIndexOutOfBoundsException - If any of the indices are out of bounds of this matrix.
  
  IllegalArgumentException - If rowEnd is not greater than rowStart or if colEnd is not greater than colStart.
- getColBelow
  
  public CooCVector getColBelow(int rowStart, int j)
  
  Get a specified column of this matrix at and below a specified row.
  
  Specified by:
  
  getColBelow in interface MatrixOperationsMixin<CsrCMatrix,CMatrix,CsrCMatrix,CsrCMatrix,CsrCMatrix,CNumber,CooCVector,CVector>
  
  Parameters:
  
  rowStart - Index of the row to begin at.
  
  j - Index of column to get.
  
  Returns:
  
  The specified column of this matrix beginning at the specified row.
  
  Throws:
  
  NegativeArraySizeException - If rowStart is larger than the number of rows in this matrix.
  
  ArrayIndexOutOfBoundsException - If rowStart or j is outside the bounds of this matrix.
- getRowAfter
  
  public CooCVector getRowAfter(int colStart, int rowIdx)
  
  Get a specified row of this matrix at and after a specified column.
  
  Specified by:
  
  getRowAfter in interface MatrixOperationsMixin<CsrCMatrix,CMatrix,CsrCMatrix,CsrCMatrix,CsrCMatrix,CNumber,CooCVector,CVector>
  
  Parameters:
  
  colStart - Index of the row to begin at.
  
  rowIdx - Index of the row to get.
  
  Returns:
  
  The specified row of this matrix beginning at the specified column.
  
  Throws:
  
  NegativeArraySizeException - If colStart is larger than the number of columns in this matrix.
  
  ArrayIndexOutOfBoundsException - If rowIdx or colStart is outside the bounds of this matrix.
- setCol
  
  public CsrCMatrix setCol(CooCVector values, int j)
  
  Sets a column of this matrix.
  
  Specified by:
  
  setCol in interface ComplexMatrixMixin<CsrCMatrix>
  
  Specified by:
  
  setCol in interface MatrixOperationsMixin<CsrCMatrix,CMatrix,CsrCMatrix,CsrCMatrix,CsrCMatrix,CNumber,CooCVector,CVector>
  
  Parameters:
  
  values - Vector containing the new values for the matrix.
  
  j - Index of the column of this matrix to set.
  
  Returns:
  
  A reference to this matrix.
  
  Throws:
  
  IllegalArgumentException - If the number of entries in the values vector is not the same as the number of rows in this matrix.
  
  IndexOutOfBoundsException - If j is not within the bounds of this matrix.
- trace
  
  public CNumber trace()
  
  Computes the trace of this matrix. That is, the sum of elements along the principle diagonal of this matrix. Same as tr().
  
  Specified by:
  
  trace in interface MatrixOperationsMixin<CsrCMatrix,CMatrix,CsrCMatrix,CsrCMatrix,CsrCMatrix,CNumber,CooCVector,CVector>
  
  Returns:
  
  The trace of this matrix.
  
  Throws:
  
  IllegalArgumentException - If this matrix is not square.
- tr
  
  public CNumber tr()
  
  Computes the trace of this matrix. That is, the sum of elements along the principle diagonal of this matrix. Same as trace().
  
  Specified by:
  
  tr in interface MatrixOperationsMixin<CsrCMatrix,CMatrix,CsrCMatrix,CsrCMatrix,CsrCMatrix,CNumber,CooCVector,CVector>
  
  Returns:
  
  The trace of this matrix.
  
  Throws:
  
  IllegalArgumentException - If this matrix is not square.
- getDiag
  
  public CooCVector getDiag()
  
  Extracts the diagonal elements of this matrix and returns them as a vector.
  
  Specified by:
  
  getDiag in interface MatrixOperationsMixin<CsrCMatrix,CMatrix,CsrCMatrix,CsrCMatrix,CsrCMatrix,CNumber,CooCVector,CVector>
  
  Returns:
  
  A vector containing the diagonal entries of this matrix.
- makeTensor
  
  protected CsrCMatrix makeTensor(Shape shape, CNumber[] entries, int[][] indices)
  
  A factory for creating a complex sparse tensor.
  
  Specified by:
  
  makeTensor in class ComplexSparseTensorBase<CsrCMatrix,CMatrix,CsrMatrix>
  
  Parameters:
  
  shape - Shape of the sparse tensor to make.
  
  entries - Non-zero entries of the sparse tensor to make.
  
  indices - Non-zero indices of the sparse tensor to make.
  
  Returns:
  
  A tensor created from the specified parameters.
- makeRealTensor
  
  protected CsrMatrix makeRealTensor(Shape shape, double[] entries, int[][] indices)
  
  A factory for creating a real sparse tensor.
  
  Specified by:
  
  makeRealTensor in class ComplexSparseTensorBase<CsrCMatrix,CMatrix,CsrMatrix>
  
  Parameters:
  
  shape - Shape of the sparse tensor to make.
  
  entries - Non-zero entries of the sparse tensor to make.
  
  indices - Non-zero indices of the sparse tensor to make.
  
  Returns:
  
  A tensor created from the specified parameters.
- toDense
  
  public CMatrix toDense()
  
  Converts this sparse tensor to an equivalent dense tensor.
  
  Specified by:
  
  toDense in class SparseTensorBase<CsrCMatrix,CMatrix,CsrCMatrix,CMatrix,CsrMatrix,CNumber[],CNumber>
  
  Returns:
  
  A dense tensor which is equivalent to this sparse tensor.
- toTensor
  
  public CooCTensor toTensor()
  
  Converts this matrix to an equivalent sparse tensor.
  
  Returns:
  
  A sparse tensor which is equivalent to this matrix.
- toCoo
  
  public CooCMatrix toCoo()
  
  Converts this CSR matrix to an equivalent COO matrix.
  
  Returns:
  
  A COO matrix equivalent to this CSR matrix.
- isI
  
  public boolean isI()
  
  Checks if this matrix is the identity matrix.
  
  Specified by:
  
  isI in interface MatrixComparisonsMixin<CsrCMatrix>
  
  Returns:
  
  True if this matrix is the identity matrix. Otherwise, returns false.
- set
  
  public CsrCMatrix set(double value, int row, int col)
  
  Sets an index of this matrix to the specified value.
  
  Specified by:
  
  set in interface MatrixManipulationsMixin<CsrCMatrix,CNumber>
  
  Parameters:
  
  value - Value to set.
  
  row - Row index to set.
  
  col - Column index to set.
  
  Returns:
  
  A reference to this matrix.
- set
  
  public CsrCMatrix set(CNumber value, int row, int col)
  
  Sets an index of this matrix to the specified value.
  
  Specified by:
  
  set in interface MatrixManipulationsMixin<CsrCMatrix,CNumber>
  
  Parameters:
  
  value - Value to set.
  
  row - Row index to set.
  
  col - Column index to set.
  
  Returns:
  
  A reference to this matrix.
- setCol
  
  public CsrCMatrix setCol(CNumber[] values, int colIndex)
  
  Sets a column of this matrix at the given index to the specified values.
  
  Specified by:
  
  setCol in interface ComplexMatrixMixin<CsrCMatrix>
  
  Specified by:
  
  setCol in interface MatrixManipulationsMixin<CsrCMatrix,CNumber>
  
  Parameters:
  
  values - New values for the column.
  
  colIndex - The index of the column which is to be set.
  
  Returns:
  
  A reference to this matrix.
  
  Throws:
  
  IllegalArgumentException - If the values array has a different length than the number of rows of this matrix.
- setCol
  
  public CsrCMatrix setCol(Double[] values, int colIndex)
  
  Sets a column of this matrix at the given index to the specified values.
  
  Specified by:
  
  setCol in interface MatrixManipulationsMixin<CsrCMatrix,CNumber>
  
  Parameters:
  
  values - New values for the column.
  
  colIndex - The index of the column which is to be set.
  
  Returns:
  
  A reference to this matrix.
  
  Throws:
  
  IllegalArgumentException - If the values array has a different length than the number of rows of this matrix.
- setCol
  
  public CsrCMatrix setCol(Integer[] values, int colIndex)
  
  Sets a column of this matrix at the given index to the specified values.
  
  Specified by:
  
  setCol in interface MatrixManipulationsMixin<CsrCMatrix,CNumber>
  
  Parameters:
  
  values - New values for the column.
  
  colIndex - The index of the column which is to be set.
  
  Returns:
  
  A reference to this matrix.
  
  Throws:
  
  IllegalArgumentException - If the values array has a different length than the number of rows of this matrix.
- setCol
  
  public CsrCMatrix setCol(double[] values, int colIndex)
  
  Sets a column of this matrix at the given index to the specified values.
  
  Specified by:
  
  setCol in interface MatrixManipulationsMixin<CsrCMatrix,CNumber>
  
  Parameters:
  
  values - New values for the column.
  
  colIndex - The index of the column which is to be set.
  
  Returns:
  
  A reference to this matrix.
  
  Throws:
  
  IllegalArgumentException - If the values array has a different length than the number of rows of this matrix.
- setCol
  
  public CsrCMatrix setCol(int[] values, int colIndex)
  
  Sets a column of this matrix at the given index to the specified values.
  
  Specified by:
  
  setCol in interface MatrixManipulationsMixin<CsrCMatrix,CNumber>
  
  Parameters:
  
  values - New values for the column.
  
  colIndex - The index of the column which is to be set.
  
  Returns:
  
  A reference to this matrix.
  
  Throws:
  
  IllegalArgumentException - If the values array has a different length than the number of rows of this matrix.
- setRow
  
  public CsrCMatrix setRow(CNumber[] values, int rowIndex)
  
  Sets a row of this matrix at the given index to the specified values.
  
  Specified by:
  
  setRow in interface ComplexMatrixMixin<CsrCMatrix>
  
  Specified by:
  
  setRow in interface MatrixManipulationsMixin<CsrCMatrix,CNumber>
  
  Parameters:
  
  values - New values for the row.
  
  rowIndex - The index of the column which is to be set.
  
  Returns:
  
  A reference to this matrix.
  
  Throws:
  
  IllegalArgumentException - If the values array has a different length than the number of columns of this matrix.
- setRow
  
  public CsrCMatrix setRow(Double[] values, int rowIndex)
  
  Sets a row of this matrix at the given index to the specified values.
  
  Specified by:
  
  setRow in interface MatrixManipulationsMixin<CsrCMatrix,CNumber>
  
  Parameters:
  
  values - New values for the row.
  
  rowIndex - The index of the column which is to be set.
  
  Returns:
  
  A reference to this matrix.
  
  Throws:
  
  IllegalArgumentException - If the values array has a different length than the number of columns of this matrix.
- setRow
  
  public CsrCMatrix setRow(Integer[] values, int rowIndex)
  
  Sets a row of this matrix at the given index to the specified values.
  
  Specified by:
  
  setRow in interface MatrixManipulationsMixin<CsrCMatrix,CNumber>
  
  Parameters:
  
  values - New values for the row.
  
  rowIndex - The index of the column which is to be set.
  
  Returns:
  
  A reference to this matrix.
  
  Throws:
  
  IllegalArgumentException - If the values array has a different length than the number of columns of this matrix.
- setRow
  
  public CsrCMatrix setRow(double[] values, int rowIndex)
  
  Sets a row of this matrix at the given index to the specified values.
  
  Specified by:
  
  setRow in interface MatrixManipulationsMixin<CsrCMatrix,CNumber>
  
  Parameters:
  
  values - New values for the row.
  
  rowIndex - The index of the column which is to be set.
  
  Returns:
  
  A reference to this matrix.
  
  Throws:
  
  IllegalArgumentException - If the values array has a different length than the number of columns of this matrix.
- setRow
  
  public CsrCMatrix setRow(int[] values, int rowIndex)
  
  Sets a row of this matrix at the given index to the specified values.
  
  Specified by:
  
  setRow in interface MatrixManipulationsMixin<CsrCMatrix,CNumber>
  
  Parameters:
  
  values - New values for the row.
  
  rowIndex - The index of the column which is to be set.
  
  Returns:
  
  A reference to this matrix.
  
  Throws:
  
  IllegalArgumentException - If the values array has a different length than the number of columns of this matrix.
- setSlice
  
  public CsrCMatrix setSlice(CsrCMatrix values, int rowStart, int colStart)
  
  Sets a slice of this matrix to the specified values. The rowStart and colStart parameters specify the upper left index location of the slice to set.
  
  Specified by:
  
  setSlice in interface MatrixManipulationsMixin<CsrCMatrix,CNumber>
  
  Parameters:
  
  values - New values for the specified slice.
  
  rowStart - Starting row index for the slice (inclusive).
  
  colStart - Starting column index for the slice (inclusive).
  
  Returns:
  
  A reference to this matrix.
  
  Throws:
  
  IndexOutOfBoundsException - If rowStart or colStart are not within the matrix.
  
  IllegalArgumentException - If the values slice, with upper left corner at the specified location, does not fit completely within this matrix.
- setSlice
  
  public CsrCMatrix setSlice(Matrix values, int rowStart, int colStart)
  
  Sets a slice of this matrix to the specified values. The rowStart and colStart parameters specify the upper left index location of the slice to set.
  
  Specified by:
  
  setSlice in interface MatrixManipulationsMixin<CsrCMatrix,CNumber>
  
  Parameters:
  
  values - New values for the specified slice.
  
  rowStart - Starting row index for the slice (inclusive).
  
  colStart - Starting column index for the slice (inclusive).
  
  Returns:
  
  A reference to this matrix.
  
  Throws:
  
  IndexOutOfBoundsException - If rowStart or colStart are not within the matrix.
  
  IllegalArgumentException - If the values slice, with upper left corner at the specified location, does not fit completely within this matrix.
- setSlice
  
  public CsrCMatrix setSlice(CooMatrix values, int rowStart, int colStart)
  
  Sets a slice of this matrix to the specified values. The rowStart and colStart parameters specify the upper left index location of the slice to set.
  
  Specified by:
  
  setSlice in interface MatrixManipulationsMixin<CsrCMatrix,CNumber>
  
  Parameters:
  
  values - New values for the specified slice.
  
  rowStart - Starting row index for the slice (inclusive).
  
  colStart - Starting column index for the slice (inclusive).
  
  Returns:
  
  A reference to this matrix.
  
  Throws:
  
  IndexOutOfBoundsException - If rowStart or colStart are not within the matrix.
  
  IllegalArgumentException - If the values slice, with upper left corner at the specified location, does not fit completely within this matrix.
- setSlice
  
  public CsrCMatrix setSlice(CNumber[][] values, int rowStart, int colStart)
  
  Sets a slice of this matrix to the specified values. The rowStart and colStart parameters specify the upper left index location of the slice to set.
  
  Specified by:
  
  setSlice in interface MatrixManipulationsMixin<CsrCMatrix,CNumber>
  
  Parameters:
  
  values - New values for the specified slice.
  
  rowStart - Starting row index for the slice (inclusive).
  
  colStart - Starting column index for the slice (inclusive).
  
  Returns:
  
  A reference to this matrix.
  
  Throws:
  
  IndexOutOfBoundsException - If rowStart or colStart are not within the matrix.
  
  IllegalArgumentException - If the values slice, with upper left corner at the specified location, does not fit completely within this matrix.
- setSlice
  
  public CsrCMatrix setSlice(Double[][] values, int rowStart, int colStart)
  
  Sets a slice of this matrix to the specified values. The rowStart and colStart parameters specify the upper left index location of the slice to set.
  
  Specified by:
  
  setSlice in interface MatrixManipulationsMixin<CsrCMatrix,CNumber>
  
  Parameters:
  
  values - New values for the specified slice.
  
  rowStart - Starting row index for the slice (inclusive).
  
  colStart - Starting column index for the slice (inclusive).
  
  Returns:
  
  A reference to this matrix.
  
  Throws:
  
  IndexOutOfBoundsException - If rowStart or colStart are not within the matrix.
  
  IllegalArgumentException - If the values slice, with upper left corner at the specified location, does not fit completely within this matrix.
- setSlice
  
  public CsrCMatrix setSlice(Integer[][] values, int rowStart, int colStart)
  
  Sets a slice of this matrix to the specified values. The rowStart and colStart parameters specify the upper left index location of the slice to set.
  
  Specified by:
  
  setSlice in interface MatrixManipulationsMixin<CsrCMatrix,CNumber>
  
  Parameters:
  
  values - New values for the specified slice.
  
  rowStart - Starting row index for the slice (inclusive).
  
  colStart - Starting column index for the slice (inclusive).
  
  Returns:
  
  A reference to this matrix.
  
  Throws:
  
  IndexOutOfBoundsException - If rowStart or colStart are not within the matrix.
  
  IllegalArgumentException - If the values slice, with upper left corner at the specified location, does not fit completely within this matrix.
- setSlice
  
  public CsrCMatrix setSlice(double[][] values, int rowStart, int colStart)
  
  Sets a slice of this matrix to the specified values. The rowStart and colStart parameters specify the upper left index location of the slice to set.
  
  Specified by:
  
  setSlice in interface MatrixManipulationsMixin<CsrCMatrix,CNumber>
  
  Parameters:
  
  values - New values for the specified slice.
  
  rowStart - Starting row index for the slice (inclusive).
  
  colStart - Starting column index for the slice (inclusive).
  
  Returns:
  
  A reference to this matrix.
  
  Throws:
  
  IndexOutOfBoundsException - If rowStart or colStart are not within the matrix.
  
  IllegalArgumentException - If the values slice, with upper left corner at the specified location, does not fit completely within this matrix.
- setSlice
  
  public CsrCMatrix setSlice(int[][] values, int rowStart, int colStart)
  
  Sets a slice of this matrix to the specified values. The rowStart and colStart parameters specify the upper left index location of the slice to set.
  
  Specified by:
  
  setSlice in interface MatrixManipulationsMixin<CsrCMatrix,CNumber>
  
  Parameters:
  
  values - New values for the specified slice.
  
  rowStart - Starting row index for the slice (inclusive).
  
  colStart - Starting column index for the slice (inclusive).
  
  Returns:
  
  A reference to this matrix.
  
  Throws:
  
  IndexOutOfBoundsException - If rowStart or colStart are not within the matrix.
  
  IllegalArgumentException - If the values slice, with upper left corner at the specified location, does not fit completely within this matrix.
- removeRow
  
  public CsrCMatrix removeRow(int rowIndex)
  
  Removes a specified row from this matrix.
  
  Specified by:
  
  removeRow in interface MatrixManipulationsMixin<CsrCMatrix,CNumber>
  
  Parameters:
  
  rowIndex - Index of the row to remove from this matrix.
  
  Returns:
  
  a copy of this matrix with the specified row removed.
- removeRows
  
  public CsrCMatrix removeRows(int... rowIndices)
  
  Removes a specified set of rows from this matrix.
  
  Specified by:
  
  removeRows in interface MatrixManipulationsMixin<CsrCMatrix,CNumber>
  
  Parameters:
  
  rowIndices - The indices of the rows to remove from this matrix.
  
  Returns:
  
  a copy of this matrix with the specified rows removed.
- removeCol
  
  public CsrCMatrix removeCol(int colIndex)
  
  Removes a specified column from this matrix.
  
  Specified by:
  
  removeCol in interface MatrixManipulationsMixin<CsrCMatrix,CNumber>
  
  Parameters:
  
  colIndex - Index of the column to remove from this matrix.
  
  Returns:
  
  a copy of this matrix with the specified column removed.
- removeCols
  
  public CsrCMatrix removeCols(int... colIndices)
  
  Removes a specified set of columns from this matrix.
  
  Specified by:
  
  removeCols in interface MatrixManipulationsMixin<CsrCMatrix,CNumber>
  
  Parameters:
  
  colIndices - Indices of the columns to remove from this matrix.
  
  Returns:
  
  a copy of this matrix with the specified columns removed.
- swapRows
  
  public CsrCMatrix swapRows(int rowIndex1, int rowIndex2)
  
  Swaps rows in the matrix.
  
  Specified by:
  
  swapRows in interface MatrixManipulationsMixin<CsrCMatrix,CNumber>
  
  Parameters:
  
  rowIndex1 - Index of first row to swap.
  
  rowIndex2 - index of second row to swap.
  
  Returns:
  
  A reference to this matrix.
- swapCols
  
  public CsrCMatrix swapCols(int colIndex1, int colIndex2)
  
  Swaps columns in the matrix.
  
  Specified by:
  
  swapCols in interface MatrixManipulationsMixin<CsrCMatrix,CNumber>
  
  Parameters:
  
  colIndex1 - Index of first column to swap.
  
  colIndex2 - index of second column to swap.
  
  Returns:
  
  A reference to this matrix.
- isSquare
  
  public boolean isSquare()
  
  Checks if this matrix is square.
  
  Specified by:
  
  isSquare in interface MatrixPropertiesMixin
  
  Returns:
  
  True if the matrix is square (i.e. the number of rows equals the number of columns). Otherwise, returns false.
- equals
  
  public boolean equals(Object src2)
  
  Checks if this CSR matrix is equal to another CSR matrix.
  
  Specified by:
  
  equals in interface TensorComparisonsMixin
  
  Overrides:
  
  equals in class Object
  
  Parameters:
  
  src2 - Object to compare this matrix to.
  
  Returns:
  
  True if src2 is an instance of CsrMatrix this CSR matrix is equal to src2. False otherwise. If src2 is null, false is returned.
- hashCode
  
  public int hashCode()
  
  Overrides:
  
  hashCode in class Object
- isVector
  
  public boolean isVector()
  
  Checks if a matrix can be represented as a vector. That is, if a matrix has only one row or one column.
  
  Specified by:
  
  isVector in interface MatrixPropertiesMixin
  
  Returns:
  
  True if this matrix can be represented as either a row or column vector.
- vectorType
  
  public int vectorType()
  
  Checks what type of vector this matrix is. i.e. not a vector, a 1x1 matrix, a row vector, or a column vector.
  
  Specified by:
  
  vectorType in interface MatrixPropertiesMixin
  
  Returns:
  
  - If this matrix can not be represented as a vector, then returns -1.
  - If this matrix is a 1x1 matrix, then returns 0.
  - If this matrix is a row vector, then returns 1.
  - If this matrix is a column vector, then returns 2.
- isTriL
  
  public boolean isTriL()
  
  Checks if this matrix is lower triangular.
  
  Specified by:
  
  isTriL in interface MatrixPropertiesMixin
  
  Returns:
  
  True is this matrix is lower triangular. Otherwise, returns false.
- isTriU
  
  public boolean isTriU()
  
  Checks if this matrix is upper triangular.
  
  Specified by:
  
  isTriU in interface MatrixPropertiesMixin
  
  Returns:
  
  True is this matrix is upper triangular. Otherwise, returns false.
- isFullRank
  
  public boolean isFullRank()
  
  Checks if a matrix has full rank. That is, if a matrices rank is equal to the number of rows in the matrix.
  
  Specified by:
  
  isFullRank in interface MatrixPropertiesMixin
  
  Returns:
  
  True if this matrix has full rank. Otherwise, returns false.
- isSingular
  public boolean isSingular()
  
  Checks if a matrix is singular. That is, if the matrix is NOT invertible.
  
  Specified by:
  
  isSingular in interface MatrixPropertiesMixin
  
  Returns:
  
  True if this matrix is singular. Otherwise, returns false.
  
  See Also:
  
  MatrixPropertiesMixin.isInvertible()
- matrixRank
  
  public int matrixRank()
  
  Computes the rank of this matrix (i.e. the dimension of the column space of this matrix). Note that here, rank is NOT the same as a tensor rank.
  
  WARNING: This method will convert this matrix to a dense matrix to compute the rank.
  
  Specified by:
  
  matrixRank in interface MatrixPropertiesMixin
  
  Returns:
  
  The matrix rank of this matrix.
- toString
  
  public String toString()
  
  Formats this sparse matrix as a human-readable string.
  
  Overrides:
  
  toString in class Object
  
  Returns:
  
  A human-readable string representing this sparse matrix.

Class CsrCMatrix

Field Summary

Fields inherited from class org.flag4j.core.sparse_base.SparseTensorBase

Fields inherited from class org.flag4j.core.TensorBase

Constructor Summary

Method Summary

Methods inherited from class org.flag4j.core.sparse_base.ComplexSparseTensorBase

Methods inherited from class org.flag4j.core.sparse_base.SparseTensorBase

Methods inherited from class org.flag4j.core.TensorBase

Methods inherited from class java.lang.Object

Methods inherited from interface org.flag4j.core.ComplexMatrixMixin

Methods inherited from interface org.flag4j.core.ComplexTensorMixin

Methods inherited from interface org.flag4j.core.MatrixOperationsMixin

Methods inherited from interface org.flag4j.core.MatrixPropertiesMixin

Field Details

rowPointers

colIndices

numRows

numCols

Constructor Details

CsrCMatrix

CsrCMatrix

CsrCMatrix

CsrCMatrix

CsrCMatrix

CsrCMatrix

CsrCMatrix

CsrCMatrix

Method Details

H

isHermitian

isAntiHermitian

isUnitary

setCol

setRow

setRow

setSlice

set

getSelf

allClose

set

reshape

flatten

flatten

add

add

add

add

sub

sub

sub

transpose

T

numRows

numCols

get

shape

copy

elemMult

add

add

add

add

sub

sub

sub

sub

sub

mult2CSR

mult2CSR

mult2CSR

mult2CSR

mult

mult

pow

elemMult

elemMult

elemMult

elemMult

elemMult