Programming with Big Data -- Distributed Matrix Methods


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Documentation for package ‘pbdDMAT’ version 0.2-3

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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