Matrix v1.2-14

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Sparse and Dense Matrix Classes and Methods

A rich hierarchy of matrix classes, including triangular, symmetric, and diagonal matrices, both dense and sparse and with pattern, logical and numeric entries. Numerous methods for and operations on these matrices, using 'LAPACK' and 'SuiteSparse' libraries.

Functions in Matrix

Name Description
MatrixClass The Matrix (Super-) Class of a Class
all.equal-methods Matrix Package Methods for Function all.equal()
[-methods Methods for "[": Extraction or Subsetting in Package 'Matrix'
abIndex-class Class "abIndex" of Abstract Index Vectors
dsCMatrix-class Numeric Symmetric Sparse (column compressed) Matrices
dsRMatrix-class Symmetric Sparse Compressed Row Matrices
image-methods Methods for image() in Package 'Matrix'
colSums Form Row and Column Sums and Means
dgTMatrix-class Sparse matrices in triplet form
chol2inv-methods Inverse from Choleski or QR Decomposition -- Matrix Methods
dgCMatrix-class Compressed, sparse, column-oriented numeric matrices
dgRMatrix-class Sparse Compressed, Row-oriented Numeric Matrices
atomicVector-class Virtual Class "atomicVector" of Atomic Vectors
ddenseMatrix-class Virtual Class "ddenseMatrix" of Numeric Dense Matrices
dMatrix-class (Virtual) Class "dMatrix" of "double" Matrices
expand Expand a Decomposition into Factors
expm Matrix Exponential
dgeMatrix-class Class "dgeMatrix" of Dense Numeric (S4 Class) Matrices
index-class Virtual Class "index" - Simple Class for Matrix Indices
invPerm Inverse Permutation Vector
band Extract bands of a matrix
is.na-methods is.na(), is.infinite() Methods for 'Matrix' Objects
bandSparse Construct Sparse Banded Matrix from (Sup-/Super-) Diagonals
compMatrix-class Class "compMatrix" of Composite (Factorizable) Matrices
condest Compute Approximate CONDition number and 1-Norm of (Large) Matrices
is.null.DN Are the Dimnames dn NULL-like ?
[<--methods Methods for "[<-" - Assigning to Subsets for 'Matrix'
bdiag Construct a Block Diagonal Matrix
all-methods "Matrix" Methods for Functions all() and any()
abIseq Sequence Generation of "abIndex", Abstract Index Vectors
TsparseMatrix-class Class "TsparseMatrix" of Sparse Matrices in Triplet Form
USCounties USCounties Contiguity Matrix
ngeMatrix-class Class "ngeMatrix" of General Dense Nonzero-pattern Matrices
kronecker-methods Methods for Function 'kronecker()' in Package 'Matrix'
indMatrix-class Index Matrices
cBind Versions of 'cbind' and 'rbind' recursively built on cbind2/rbind2
chol Choleski Decomposition - 'Matrix' S4 Generic and Methods
ltrMatrix-class Triangular Dense Logical Matrices
lu (Generalized) Triangular Decomposition of a Matrix
ldenseMatrix-class Virtual Class "ldenseMatrix" of Dense Logical Matrices
rankMatrix Rank of a Matrix
diagU2N Transform Triangular Matrices from Unit Triangular to General Triangular and Back
denseMatrix-class Virtual Class "denseMatrix" of All Dense Matrices
rcond Estimate the Reciprocal Condition Number
ddiMatrix-class Class "ddiMatrix" of Diagonal Numeric Matrices
diagonalMatrix-class Class "diagonalMatrix" of Diagonal Matrices
%&%-methods Boolean Arithmetic Matrix Products: %&% and Methods
nnzero The Number of Non-Zero Values of a Matrix
dtCMatrix-class Triangular, (compressed) sparse column matrices
qr-methods QR Decomposition -- S4 Methods and Generic
sparseMatrix-class Virtual Class "sparseMatrix" --- Mother of Sparse Matrices
printSpMatrix Format and Print Sparse Matrices Flexibly
sparseLU-class Sparse LU decomposition of a square sparse matrix
dpoMatrix-class Positive Semi-definite Dense (Packed | Non-packed) Numeric Matrices
sparse.model.matrix Construct Sparse Design / Model Matrices
dtRMatrix-class Triangular Sparse Compressed Row Matrices
sparseMatrix General Sparse Matrix Construction from Nonzero Entries
generalMatrix-class Class "generalMatrix" of General Matrices
drop0 Drop "Explicit Zeroes" from a Sparse Matrix
dsparseMatrix-class Virtual Class "dsparseMatrix" of Numeric Sparse Matrices
sparseVector Sparse Vector Construction from Nonzero Entries
dsyMatrix-class Symmetric Dense (Packed | Non-packed) Numeric Matrices
Unused-classes Virtual Classes Not Yet Really Implemented and Used
symmetricMatrix-class Virtual Class of Symmetric Matrices in Package Matrix
updown Up- and Down-Dating a Cholesky Decomposition
formatSparseM Formatting Sparse Numeric Matrices Utilities
forceSymmetric Force a Matrix to 'symmetricMatrix' Without Symmetry Checks
lsparseMatrix-classes Sparse logical matrices
lsyMatrix-class Symmetric Dense Logical Matrices
nMatrix-class Class "nMatrix" of Non-zero Pattern Matrices
number-class Class "number" of Possibly Complex Numbers
matrix-products Matrix (Cross) Products (of Transpose)
dtpMatrix-class Packed Triangular Dense Matrices - "dtpMatrix"
graph-sparseMatrix Conversions "graph" <--> (sparse) Matrix
isSymmetric-methods Methods for Function isSymmetric in Package 'Matrix'
isTriangular isTriangular() and isDiagonal() Methods
ndenseMatrix-class Virtual Class "ndenseMatrix" of Dense Logical Matrices
pMatrix-class Permutation matrices
dtrMatrix-class Triangular, dense, numeric matrices
nearPD Nearest Positive Definite Matrix
solve-methods Methods in Package Matrix for Function solve()
externalFormats Read and write external matrix formats
nsyMatrix-class Symmetric Dense Nonzero-Pattern Matrices
ntrMatrix-class Triangular Dense Logical Matrices
facmul Multiplication by Decomposition Factors
ldiMatrix-class Class "ldiMatrix" of Diagonal Logical Matrices
lgeMatrix-class Class "lgeMatrix" of General Dense Logical Matrices
sparseQR-class Sparse QR decomposition of a sparse matrix
norm Matrix Norms
sparseVector-class Sparse Vector Classes
spMatrix Sparse Matrix Constructor From Triplet
nsparseMatrix-classes Sparse "pattern" Matrices
rep2abI Replicate Vectors into 'abIndex' Result
symmpart Symmetric Part and Skew(symmetric) Part of a Matrix
replValue-class Virtual Class "replValue" - Simple Class for subassignment Values
triangularMatrix-class Virtual Class of Triangular Matrices in Package Matrix
rleDiff-class Class "rleDiff" of rle(diff(.)) Stored Vectors
uniqTsparse Unique (Sorted) TsparseMatrix Representations
rsparsematrix Random Sparse Matrix
unpack Representation of Packed and Unpacked (Dense) Matrices
Diagonal Create Diagonal Matrix Object
Cholesky-class Cholesky and Bunch-Kaufman Decompositions
CAex Albers' example Matrix with "Difficult" Eigen Factorization
Hilbert Generate a Hilbert matrix
BunchKaufman-methods Bunch-Kaufman Decomposition Methods
KNex Koenker-Ng Example Sparse Model Matrix and Response Vector
Cholesky Cholesky Decomposition of a Sparse Matrix
CHMfactor-class CHOLMOD-based Cholesky Factorizations
RsparseMatrix-class Class "RsparseMatrix" of Sparse Matrices in Column-compressed Form
KhatriRao Khatri-Rao Matrix Product
Matrix-class Virtual Class "Matrix" Class of Matrices
SparseM-conversions Sparse Matrix Coercion from and to those from package SparseM
Schur-class Class "Schur" of Schur Matrix Factorizations
LU-class LU (dense) Matrix Decompositions
Schur Schur Decomposition of a Matrix
MatrixFactorization-class Class "MatrixFactorization" of Matrix Factorizations
CsparseMatrix-class Class "CsparseMatrix" of Sparse Matrices in Column-compressed Form
Matrix Construct a Classed Matrix
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Vignettes of Matrix

Name
Comparisons.Rnw
Design-issues.Rnw
Intro2Matrix.Rnw
Introduction.Rnw
Matrix.bib
myVignette.sty
sparseModels.Rnw
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Details

Date 2018-04-06
Priority recommended
Contact Doug and Martin
Encoding UTF-8
LazyData no
LazyDataNote not possible, since we use data/*.R *and* our classes
BuildResaveData no
License GPL (>= 2) | file LICENCE
URL http://Matrix.R-forge.R-project.org/
BugReports https://r-forge.r-project.org/tracker/?group_id=61
NeedsCompilation yes
Packaged 2018-04-06 21:34:14 UTC; maechler
Repository CRAN
Date/Publication 2018-04-09 17:10:53 UTC

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