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DimFunc

version 1.0.0.0 (2.35 KB) by Ged Ridgway
Apply a function along any dimension of an n-D array.

559 Downloads

Updated 21 Jul 2010

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DimFunc provides behaviour like sum(X, dim) for functions that don't already handle dimension arguments.

The function need only handle vectors (or 2d matrices, if faster) and may return vector output. The size of the output matches that of the input, except that the chosen dimension changes to match the length of the output of the function (often, but not necessarily, 1).

Usage:
out = dimfunc(func, data, dim, out_length, handles_matrix)
Input:
func - function handle (or function name string) to apply
data - input array, of arbitrary dimensionality and size
dim - dimension to operate along, defaulting to first non-singleton dimension
Optional inputs:
out_length - length of vector output from func (default: 1)
handles_matrix - Boolean flag, if true, assume func will operate on columns of a matrix input (default: false)

Example:
v = randn(10,10,3); % a 10x10 array of random 3-vectors
n = sqrt(sum(v.^2, 3)); % a 10x10 matrix of their norms
N = dimfunc('norm', v, 3); % the same as n, but perhaps clearer

Note that norm does not allow the "dim behaviour" that sum does; in this case, it is easy enough to use sum directly, but for other functions there might be no simple alternatives. I hope that dimfunc will make it slightly easier for others to write functions by removing the need to worry about n-D arrays, instead just handling either 1 or 2-d inputs.

Cite As

Ged Ridgway (2021). DimFunc (https://www.mathworks.com/matlabcentral/fileexchange/28255-dimfunc), MATLAB Central File Exchange. Retrieved .

MATLAB Release Compatibility
Created with R14SP3
Compatible with any release
Platform Compatibility
Windows macOS Linux
Acknowledgements

Inspired by: reshape2matrix.m v1.0 (Oct 2009)

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