Functions to load and save matrices.
Density Estimation Trees.
Euclidean Minimum Spanning Trees.
Fast max-kernel search.
Gaussian Mixture Models.
Hidden Markov Models.
Miscellaneous math routines.
The Naive Bayes Classifier.
Neighborhood Components Analysis.
Trees and tree-building procedures.
Parses the command line for parameters and holds user-specified parameters.
Provides a convenient way to give formatted output.
Aids in the extensibility of CLI by focusing potential changes into one structure.
The timer class provides a way for MLPACK methods to be timed.
Linear algebra utility functions, generally performed on matrices or vectors.
This class is used to update the weightVectors matrix according to the simple update rule as discussed by Rosenblatt:
if a vector x has been incorrectly classified by a weight w, then w = w - x and w'= w'+ x
where w' is the weight vector which correctly classifies x.
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