Programming with Big Data -- Distributed Matrix Methods

Documentation for package ‘pbdDMAT’ version 0.2-3

DESCRIPTION file.
User guides, package vignettes and other documentation.
Code demos. Use demo() to run them.

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A B C D E F H I K L M N O P Q R S T V misc

pbdDMAT-package

Distributed Matrix Methods

-- A --

abs	Miscellaneous Mathematical Functions
abs-method	Miscellaneous Mathematical Functions
acos	Miscellaneous Mathematical Functions
acos-method	Miscellaneous Mathematical Functions
all	Logical Comparisons
all-method	Logical Comparisons
any	Logical Comparisons
any-method	Logical Comparisons
apply	Apply Family of Functions
apply-method	Apply Family of Functions
Arithmetic	Arithmetic Operators
as.block	Distribute/Redistribute matrices across the process grid
as.blockcyclic	Distribute/Redistribute matrices across the process grid
as.colblock	Distribute/Redistribute matrices across the process grid
as.colcyclic	Distribute/Redistribute matrices across the process grid
as.ddmatrix	Simplified Syntax to Distribute Matrix Across Process Grid
as.ddmatrix-method	Simplified Syntax to Distribute Matrix Across Process Grid
as.matrix	Distributed-to-non-distributed Matrix Converters
as.matrix-method	Distributed-to-non-distributed Matrix Converters
as.rowblock	Distribute/Redistribute matrices across the process grid
as.rowcyclic	Distribute/Redistribute matrices across the process grid
as.vector	Distributed-to-non-distributed Matrix Converters
as.vector-method	Distributed-to-non-distributed Matrix Converters
asin	Miscellaneous Mathematical Functions
asin-method	Miscellaneous Mathematical Functions
atan	Miscellaneous Mathematical Functions
atan-method	Miscellaneous Mathematical Functions

-- B --

bldim	Accessor Functions for Distributed Matrix Slots
bldim-method	Accessor Functions for Distributed Matrix Slots

-- C --

cbind	Row and Column binds for Distributed Matrices
cbind-method	Row and Column binds for Distributed Matrices
ceiling	Rounding of Numbers
ceiling-method	Rounding of Numbers
chol	Linear Algebra Functions
chol-method	Linear Algebra Functions
chol2inv	Inverse from Choleski (or QR) Decomposition
chol2inv-method	Inverse from Choleski (or QR) Decomposition
colMax	Arithmetic Reductions: Sums, Means, and Prods
colMax-method	Arithmetic Reductions: Sums, Means, and Prods
colMeans	Arithmetic Reductions: Sums, Means, and Prods
colMeans-method	Arithmetic Reductions: Sums, Means, and Prods
colMin	Arithmetic Reductions: Sums, Means, and Prods
colMin-method	Arithmetic Reductions: Sums, Means, and Prods
colSums	Arithmetic Reductions: Sums, Means, and Prods
colSums-method	Arithmetic Reductions: Sums, Means, and Prods
companion	Generate Companion Matrices
Comparators	Logical Comparisons
ConditionNumbers	Compute or estimate the Condition Number of a Distributed Matrix
cor	Variance, Covariance, and Correlation
cor-method	Variance, Covariance, and Correlation
cos	Miscellaneous Mathematical Functions
cos-method	Miscellaneous Mathematical Functions
cosh	Miscellaneous Mathematical Functions
cosh-method	Miscellaneous Mathematical Functions
cov	Variance, Covariance, and Correlation
cov-method	Variance, Covariance, and Correlation
cov2cor	Variance, Covariance, and Correlation
cov2cor-method	Variance, Covariance, and Correlation
crossprod	Matrix Multiplication
crossprod-method	Matrix Multiplication

-- D --

ddmatrix	Class ddmatrix
ddmatrix-class	Class ddmatrix
ddmatrix-method	Distributed Matrix Creation
ddmatrix.local	Distributed Matrix Creation
ddmatrix.local-method	Distributed Matrix Creation
Diag	Distributed Matrix Diagonals
diag	Distributed Matrix Diagonals
diag-method	Distributed Matrix Diagonals
dim	Accessor Functions for Distributed Matrix Slots
dim-method	Accessor Functions for Distributed Matrix Slots
Distribute	Distribute/Redistribute matrices across the process grid
distribute	Distribute/Redistribute matrices across the process grid

-- E --

eigen	Linear Algebra Functions
eigen-method	Linear Algebra Functions
eigen2	eigen2
exp	Miscellaneous Mathematical Functions
exp-method	Miscellaneous Mathematical Functions
expm	Matrix Exponentiation
expm-method	Matrix Exponentiation
Extract	Extract or Replace Parts of a Distributed Matrix

-- F --

floor	Rounding of Numbers
floor-method	Rounding of Numbers

-- H --

head	Extract or Replace Parts of a Distributed Matrix
head.ddmatrix	Extract or Replace Parts of a Distributed Matrix
Hilbert	Generate Hilbert Matrices

-- I --

ICTXT	Accessor Functions for Distributed Matrix Slots
ICTXT-method	Accessor Functions for Distributed Matrix Slots
Insert	Directly Insert Into Distributed Matrix Submatrix Slot
is.ddmatrix	Type Checks, Including NA, NaN, etc.
is.infinite	Type Checks, Including NA, NaN, etc.
is.infinite-method	Type Checks, Including NA, NaN, etc.
is.na	Type Checks, Including NA, NaN, etc.
is.na-method	Type Checks, Including NA, NaN, etc.
is.nan	Type Checks, Including NA, NaN, etc.
is.nan-method	Type Checks, Including NA, NaN, etc.
is.numeric	Type Checks, Including NA, NaN, etc.
is.numeric-method	Type Checks, Including NA, NaN, etc.
isSymmetric	Linear Algebra Functions
isSymmetric-method	Linear Algebra Functions

-- K --

kappa	Compute or estimate the Condition Number of a Distributed Matrix
kappa.ddmatrix	Compute or estimate the Condition Number of a Distributed Matrix

-- L --

La.svd	Linear Algebra Functions
La.svd-method	Linear Algebra Functions
ldim	Accessor Functions for Distributed Matrix Slots
ldim-method	Accessor Functions for Distributed Matrix Slots
length	Accessor Functions for Distributed Matrix Slots
length-method	Accessor Functions for Distributed Matrix Slots
LinAlg	Linear Algebra Functions
lm.fit	Fitter for Linear Models
lm.fit-method	Fitter for Linear Models
log	Miscellaneous Mathematical Functions
log-method	Miscellaneous Mathematical Functions
log10	Miscellaneous Mathematical Functions
log10-method	Miscellaneous Mathematical Functions
log1p	Miscellaneous Mathematical Functions
log1p-method	Miscellaneous Mathematical Functions
log2	Miscellaneous Mathematical Functions
log2-method	Miscellaneous Mathematical Functions
lu	Linear Algebra Functions
lu-method	Linear Algebra Functions

-- M --

MatMult	Matrix Multiplication
max	Arithmetic Reductions: Sums, Means, and Prods
max-method	Arithmetic Reductions: Sums, Means, and Prods
mean	Arithmetic Reductions: Sums, Means, and Prods
mean-method	Arithmetic Reductions: Sums, Means, and Prods
median	Arithmetic Reductions: Sums, Means, and Prods
median-method	Arithmetic Reductions: Sums, Means, and Prods
min	Arithmetic Reductions: Sums, Means, and Prods
min-method	Arithmetic Reductions: Sums, Means, and Prods
MiscMath	Miscellaneous Mathematical Functions

-- N --

na.exclude	Handle Missing Values in Distributed Matrices
na.exclude-method	Handle Missing Values in Distributed Matrices
NAs	Handle Missing Values in Distributed Matrices
NCOL	Accessor Functions for Distributed Matrix Slots
ncol	Accessor Functions for Distributed Matrix Slots
NCOL-method	Accessor Functions for Distributed Matrix Slots
ncol-method	Accessor Functions for Distributed Matrix Slots
Norm	Compute the Norm of a Distributed Matrix
norm	Compute the Norm of a Distributed Matrix
norm-method	Compute the Norm of a Distributed Matrix
NROW	Accessor Functions for Distributed Matrix Slots
nrow	Accessor Functions for Distributed Matrix Slots
NROW-method	Accessor Functions for Distributed Matrix Slots
nrow-method	Accessor Functions for Distributed Matrix Slots

-- O --

ownany	Accessor Functions for Distributed Matrix Slots
ownany-method	Accessor Functions for Distributed Matrix Slots

-- P --

PCA	Principal Components Analysis
prcomp	Principal Components Analysis
prcomp-method	Principal Components Analysis
print	Printing a Distributed Matrix
print-method	Printing a Distributed Matrix
prod	Arithmetic Reductions: Sums, Means, and Prods
prod-method	Arithmetic Reductions: Sums, Means, and Prods

-- Q --

QR	QR Decomposition Methods
qr	QR Decomposition Methods
qr-method	QR Decomposition Methods
qr.Q	QR Decomposition Methods
qr.Q-method	QR Decomposition Methods
qr.qty	QR Decomposition Methods
qr.qty-method	QR Decomposition Methods
qr.qy	QR Decomposition Methods
qr.qy-method	QR Decomposition Methods
qr.R	QR Decomposition Methods
qr.R-method	QR Decomposition Methods

-- R --

rbind	Row and Column binds for Distributed Matrices
rbind-method	Row and Column binds for Distributed Matrices
rcond	Compute or estimate the Condition Number of a Distributed Matrix
rcond-method	Compute or estimate the Condition Number of a Distributed Matrix
redistribute	Distribute/Redistribute matrices across the process grid
Reductions	Arithmetic Reductions: Sums, Means, and Prods
Round	Rounding of Numbers
round	Rounding of Numbers
round-method	Rounding of Numbers
rowMax	Arithmetic Reductions: Sums, Means, and Prods
rowMax-method	Arithmetic Reductions: Sums, Means, and Prods
rowMeans	Arithmetic Reductions: Sums, Means, and Prods
rowMeans-method	Arithmetic Reductions: Sums, Means, and Prods
rowMin	Arithmetic Reductions: Sums, Means, and Prods
rowMin-method	Arithmetic Reductions: Sums, Means, and Prods
rowSums	Arithmetic Reductions: Sums, Means, and Prods
rowSums-method	Arithmetic Reductions: Sums, Means, and Prods

-- S --

scale	Scale
scale-method	Scale
sd	Variance, Covariance, and Correlation
sd-method	Variance, Covariance, and Correlation
SimpleRedistributions	Distribute/Redistribute matrices across the process grid
sin	Miscellaneous Mathematical Functions
sin-method	Miscellaneous Mathematical Functions
sinh	Miscellaneous Mathematical Functions
sinh-method	Miscellaneous Mathematical Functions
SlotAccessors	Accessor Functions for Distributed Matrix Slots
solve	Linear Algebra Functions
solve-method	Linear Algebra Functions
sqrt	Miscellaneous Mathematical Functions
sqrt-method	Miscellaneous Mathematical Functions
submatrix	Accessor Functions for Distributed Matrix Slots
submatrix-method	Accessor Functions for Distributed Matrix Slots
submatrix<-	Directly Insert Into Distributed Matrix Submatrix Slot
submatrix<--method	Directly Insert Into Distributed Matrix Submatrix Slot
sum	Arithmetic Reductions: Sums, Means, and Prods
sum-method	Arithmetic Reductions: Sums, Means, and Prods
summary	Distributed Matrix Summary
summary-method	Distributed Matrix Summary
svd	Linear Algebra Functions
svd-method	Linear Algebra Functions
sweep	Sweep
sweep-method	Sweep

-- T --

t	Linear Algebra Functions
t-method	Linear Algebra Functions
tail	Extract or Replace Parts of a Distributed Matrix
tail.ddmatrix	Extract or Replace Parts of a Distributed Matrix
tan	Miscellaneous Mathematical Functions
tan-method	Miscellaneous Mathematical Functions
tanh	Miscellaneous Mathematical Functions
tanh-method	Miscellaneous Mathematical Functions
tcrossprod	Matrix Multiplication
tcrossprod-method	Matrix Multiplication
Type	Type Checks, Including NA, NaN, etc.

-- V --

var	Variance, Covariance, and Correlation
var-method	Variance, Covariance, and Correlation
Variance/Covariance	Variance, Covariance, and Correlation

-- misc --

!=	Logical Comparisons
!=-method	Logical Comparisons
%%	Arithmetic Operators
%%-method	Arithmetic Operators
%*%	Matrix Multiplication
%*%-method	Matrix Multiplication
%/%	Arithmetic Operators
%/%-method	Arithmetic Operators
&	Logical Comparisons
&-method	Logical Comparisons
*	Arithmetic Operators
*-method	Arithmetic Operators
+	Arithmetic Operators
+-method	Arithmetic Operators
-	Arithmetic Operators
--method	Arithmetic Operators
.BLDIM	Some default parameters for pbdDMAT.
.ICTXT	Some default parameters for pbdDMAT.
/	Arithmetic Operators
/-method	Arithmetic Operators
<	Logical Comparisons
<-method	Logical Comparisons
<=	Logical Comparisons
<=-method	Logical Comparisons
==	Logical Comparisons
==-method	Logical Comparisons
>	Logical Comparisons
>-method	Logical Comparisons
>=	Logical Comparisons
>=-method	Logical Comparisons
[	Extract or Replace Parts of a Distributed Matrix
[-method	Extract or Replace Parts of a Distributed Matrix
[<-	Directly Insert Into Distributed Matrix Submatrix Slot
[<--method	Directly Insert Into Distributed Matrix Submatrix Slot
^	Arithmetic Operators
^-method	Arithmetic Operators
\|	Logical Comparisons
\|-method	Logical Comparisons