Made the example image generator save it to a file and added that file
to the repo (just because it would be a pain to need matlab to
regenerate the figure just to print a copy of the thesis). I will
include all figures in the repo so that a check-out can easily be
printed.
Added the example 1 image to my thesis
Added summary of why and how we choose elbows in the scree plot.
Added noiseless outputs to the shifted 1's dataset.
Added code for creating a dataset from many instances of the shifted 1 process.
Added capability to plot PCA coefficients to an image file for manual inspection.
Experiment looking at what is the true optimum number of components
that are not fitting noise in the shifted 1 dataset after PCA. With
naiive reconstruction, the answer is 82.