NAME
PDL::Reduce -- a reduce
function for PDL
DESCRIPTION
Many languages have a reduce
function used to reduce the rank of an N-D array by one. It works by applying a selected operation along a specified dimension. This module implements such a function for PDL by providing a simplified interface to the existing projection functions (e.g. sumover
, maximum
, average
, etc).
SYNOPSIS
use PDL::Reduce;
$a = sequence 5,5;
# reduce by adding all
# elements along 2nd dimension
$b = $a->reduce(add,1);
@ops = $a->canreduce; # return a list of all allowed operations
FUNCTIONS
reduce
reduce dimension of piddle by one by applying an operation along the specified dimension
$a = sequence 5,5;
# reduce by adding all
# elements along 2nd dimension
$b = $a->reduce(add,1);
$b = $a->reduce(plus,1);
[ As an aside: if you are familiar with threading you will see that this is actually the same as
$b = $a->mv(1,0)->sumover
]
reduce
provides a simple and unified interface to the projection functions and makes people coming from other data/array languages hopefully feel more at home.
$result = $pdl->reduce($operation [,$dim]);
reduce
applies the named operation along the specified dimension reducing the input piddle dimension by one. If the dimension is omitted the operation is applied along the first dimension. To get a list of valid operations see canreduce.
canreduce
return list of valid named reduce
operations Some common operations can be accessed using a number of names, e.g. '+'
, add
and plus
all sum the elements along the chosen dimension.
@ops = PDL->canreduce;
This list is useful if you want to make sure which operations can be used with reduce
.