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Code Listing by Patrick Mineault

Code 1-9 of 9   






function [Au, idx, idx2] = uniquecell(A)

Same as built-in unique, but works for cell arrays where each element is a numeric array.

For A a cell array of matrices (or vectors), returns Au, which contains the unique matrices in A, idx, which contains the indices of the last appearance of each such unique matrix, and idx2, which contains th indices such that Au(idx2) == A

Example usage:

A =...



Embiggen is a class that makes Matrix-vector operations easier by virtually matching the size of a vector b to the size of amatrix A. This allows for such code as:

C = A + Embiggen(b)

Here A is a matrix (for example of...



Generalized linear models (GLMs) are a natural extension of linear regression models in which eta = X*w is related to y by a fixed nonlinearity and a possibly non-Gaussian noise source. Standard linear regression, logistic regression and Poisson...



bgam - Boosted Generalized Additive Models package
---
Implements boosting for the Generalized Additive and Linear Models (GAM and GLM).
Extensible, fully documented. Implements linear and stub learners,



Performs matching pursuit (MP) on a one-dimensional (temporal) signal y with a custom basis B.

Matching pursuit (Mallat and Zhang 1993) is a greedy algorithm to obtain a sparse representation of a signal y in terms of a weighted sum (w)...



Auto Gaussian & Gabor Surface fit
---
Functions to fit a 1D Gaussian to a curve and a 2D Gaussian or Gabor to a surface. The routines are automatic in the sense that they do not require the specification of starting guesses for the...



Auto Gaussian & Gabor Surface fit
---
2 functions to fit a 2D Gaussian or 2D Gabor to a surface. The routines are automatic in the sense that they do not require the specification of starting guesses for the model parameters. This is...



fastBSpline - A fast, lightweight class that implements
non-uniform B splines of any order

Matlab's spline functions are very general. This generality comes at
the price of speed. For large-scale applications, including...



mexme automates the process of writing MEX files. You give mexme a snippet of C which just does numeric computations, as well a list of arguments, and it generates a valid MEX .c file. New in version 1.1, it writes tedious input and output...