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Matrix (version 1.2-8)

Sparse and Dense Matrix Classes and Methods

Description

Classes and methods for dense and sparse matrices and operations on them using 'LAPACK' and 'SuiteSparse'.

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Install

install.packages('Matrix')

Monthly Downloads

107,780

Version

1.2-8

License

GPL (>= 2) | file LICENCE

Maintainer

Martin Maechler

Last Published

January 20th, 2017

Functions in Matrix (1.2-8)

bdiag

Construct a Block Diagonal Matrix

Cholesky

Cholesky Decomposition of a Sparse Matrix

CAex

Albers' example Matrix with "Difficult" Eigen Factorization

chol

Choleski Decomposition - 'Matrix' S4 Generic and Methods

colSums

Form Row and Column Sums and Means

CHMfactor-class

CHOLMOD-based Cholesky Factorizations

Cholesky-class

Cholesky and Bunch-Kaufman Decompositions

compMatrix-class

Class "compMatrix" of Composite (Factorizable) Matrices

cBind

Versions of 'cbind' and 'rbind' recursively built on cbind2/rbind2

chol2inv-methods

Inverse from Choleski or QR Decomposition -- Matrix Methods

condest

Compute Approximate CONDition number and 1-Norm of (Large) Matrices

dgeMatrix-class

Class "dgeMatrix" of Dense Numeric (S4 Class) Matrices

dgCMatrix-class

Compressed, sparse, column-oriented numeric matrices

dgRMatrix-class

Sparse Compressed, Row-oriented Numeric Matrices

Diagonal

Create Diagonal Matrix Object

ddiMatrix-class

Class "ddiMatrix" of Diagonal Numeric Matrices

diagonalMatrix-class

Class "diagonalMatrix" of Diagonal Matrices

denseMatrix-class

Virtual Class "denseMatrix" of All Dense Matrices

ddenseMatrix-class

Virtual Class "ddenseMatrix" of Numeric Dense Matrices

CsparseMatrix-class

Class "CsparseMatrix" of Sparse Matrices in Column-compressed Form

dgTMatrix-class

Sparse matrices in triplet form

diagU2N

Transform Triangular Matrices from Unit Triangular to General Triangular and Back

dMatrix-class

(Virtual) Class "dMatrix" of "double" Matrices

dtpMatrix-class

Packed Triangular Dense Matrices - "dtpMatrix"

dsRMatrix-class

Symmetric Sparse Compressed Row Matrices

dpoMatrix-class

Positive Semi-definite Dense Numeric Matrices

dsparseMatrix-class

Virtual Class "dsparseMatrix" of Numeric Sparse Matrices

drop0

Drop "Explicit Zeroes" from a Sparse Matrix

dtCMatrix-class

Triangular, (compressed) sparse column matrices

dsyMatrix-class

Symmetric Dense Numeric Matrices

dtRMatrix-class

Triangular Sparse Compressed Row Matrices

dsCMatrix-class

Numeric Symmetric Sparse (column compressed) Matrices

formatSparseM

Formatting Sparse Numeric Matrices Utilities

expand

Expand a Decomposition into Factors

externalFormats

Read and write external matrix formats

facmul

Multiplication by Decomposition Factors

forceSymmetric

Force a Matrix to 'symmetricMatrix' Without Symmetry Checks

generalMatrix-class

Class "generalMatrix" of General Matrices

graph-sparseMatrix

Conversions "graph" <--> (sparse) Matrix

Hilbert

Generate a Hilbert matrix

is.na-methods

is.na(), is.infinite() Methods for 'Matrix' Objects

is.null.DN

Are the Dimnames dn NULL-like ?

index-class

Virtual Class "index" - Simple Class for Matrix Indices

image-methods

Methods for image() in Package 'Matrix'

isTriangular

isTriangular() and isDiagonal() Methods

isSymmetric-methods

Methods for Function isSymmetric in Package 'Matrix'

KhatriRao

Khatri-Rao Matrix Product

indMatrix-class

Index Matrices

KNex

Koenker-Ng Example Sparse Model Matrix and Response Vector

MatrixFactorization-class

Class "MatrixFactorization" of Matrix Factorizations

Matrix-class

Virtual Class "Matrix" Class of Matrices

invPerm

Inverse Permutation Vector

matrix-products

Matrix (Cross) Products (of Transpose)

ndenseMatrix-class

Virtual Class "ndenseMatrix" of Dense Logical Matrices

norm

Matrix Norms

sparseQR-class

Sparse QR decomposition of a sparse matrix

nsparseMatrix-classes

Sparse "pattern" Matrices

sparseVector-class

Sparse Vector Classes

kronecker-methods

Methods for Function 'kronecker()' in Package 'Matrix'

ldenseMatrix-class

Virtual Class "ldenseMatrix" of Dense Logical Matrices

ngeMatrix-class

Class "ngeMatrix" of General Dense Nonzero-pattern Matrices

nearPD

Nearest Positive Definite Matrix

number-class

Class "number" of Possibly Complex Numbers

Schur

Schur Decomposition of a Matrix

pMatrix-class

Permutation matrices

sparse.model.matrix

Construct Sparse Design / Model Matrices

spMatrix

Sparse Matrix Constructor From Triplet

sparseVector

Sparse Vector Construction from Nonzero Entries

ltrMatrix-class

Triangular Dense Logical Matrices

LU-class

LU (dense) Matrix Decompositions

replValue-class

Virtual Class "replValue" - Simple Class for subassignment Values

rep2abI

Replicate Vectors into 'abIndex' Result

Schur-class

Class "Schur" of Schur Matrix Factorizations

rsparsematrix

Random Sparse Matrix

all-methods

"Matrix" Methods for Functions all() and any()

Unused-classes

Virtual Classes Not Yet Really Implemented and Used

unpack

Representation of Packed and Unpacked (Dense) Matrices

updown

Up- and Down-Dating a Cholesky Decomposition

all.equal-methods

Matrix Package Methods for Function all.equal()

USCounties

USCounties Contiguity Matrix

band

Extract bands of a matrix

atomicVector-class

Virtual Class "atomicVector" of Atomic Vectors

ldiMatrix-class

Class "ldiMatrix" of Diagonal Logical Matrices

nMatrix-class

Class "nMatrix" of Non-zero Pattern Matrices

lgeMatrix-class

Class "lgeMatrix" of General Dense Logical Matrices

nnzero

The Number of Non-Zero Values of a Matrix

ntrMatrix-class

Triangular Dense Logical Matrices

nsyMatrix-class

Symmetric Dense Nonzero-Pattern Matrices

TsparseMatrix-class

Class "TsparseMatrix" of Sparse Matrices in Triplet Form

%&%-methods

Boolean Arithmetic Matrix Products: %&% and Methods

[-methods

Methods for "[": Extraction or Subsetting in Package 'Matrix'

bandSparse

Construct Sparse Banded Matrix from (Sup-/Super-) Diagonals

BunchKaufman-methods

Bunch-Kaufman Decomposition Methods

lsparseMatrix-classes

Sparse logical matrices

lsyMatrix-class

Symmetric Dense Logical Matrices

MatrixClass

The Matrix (Super-) Class of a Class

Matrix

Construct a Classed Matrix

rankMatrix

Rank of a Matrix

rcond

Estimate the Reciprocal Condition Number

rleDiff-class

Class "rleDiff" of rle(diff(.)) Stored Vectors

RsparseMatrix-class

Class "RsparseMatrix" of Sparse Matrices in Column-compressed Form

uniqTsparse

Unique (Sorted) TsparseMatrix Representations

[<--methods

Methods for "[<-" - Assigning to Subsets for 'Matrix'

symmetricMatrix-class

Virtual Class of Symmetric Matrices in Package Matrix

abIndex-class

Class "abIndex" of Abstract Index Vectors

abIseq

Sequence Generation of "abIndex", Abstract Index Vectors

printSpMatrix

Format and Print Sparse Matrices Flexibly

sparseMatrix-class

Virtual Class "sparseMatrix" --- Mother of Sparse Matrices

qr-methods

QR Decomposition -- S4 Methods and Generic

symmpart

Symmetric Part and Skew(symmetric) Part of a Matrix

sparseMatrix

General Sparse Matrix Construction from Nonzero Entries

triangularMatrix-class

Virtual Class of Triangular Matrices in Package Matrix