biganalytics-package

biganalytics

_PACKAGE

Extend the bigmemory package with various analytics. In addition
to the more obvious summary statistics (see <code>colmean</code>, etc...),
biganalytics offers <code>biglm.big.matrix</code>,
<code>bigglm.big.matrix</code>, <code>bigkmeans</code>,
<code>binit</code>, and <code>apply</code> for 
<code>big.matrix</code> objects. Some of the functions may be used with native 
R objects, as well, providing gains in speed and memory-efficiency.

Extend the 'bigmemory' package with various analytics.
Functions 'bigkmeans' and 'binit' may also be used with native R objects.
For 'tapply'-like functions, the bigtabulate package may also be helpful.
For linear algebra support, see 'bigalgebra'.  For mutex (locking) support
for advanced shared-memory usage, see 'synchronicity'.

Michael J Kane

Utilities for 'big.matrix' Objects from Package 'bigmemory'

John W. Emerson

Michael J. Kane

Saksham Chandra

biganalytics-package function

Utilities for big.matrix objects of package bigmemory — biganalytics-package

Utilities for big.matrix objects of package bigmemory

biganalytics-package: Utilities for big.matrix objects of package bigmemory

Description

Arguments