This is a MATLAB package with VQPCA functions. This includes the basic VQPCA unsupervised routine, the semi-supervised FPCA routine and new functions to compare different solutions. Examples and test data are also available
Simply add the folder with all the subfolders to your MATLAB path. You can do this by typing:
addpath(genpath('LocalPCA_Suite'))Enter the Python folder and type in your terminal:
python setup.py installCheck the UserGuide provided in Docs
The software and the codes are free to use. Please, cite:
- A. Parente et al., Identification of low-dimensional manifolds in turbulent flames, Proceedings of the Combustion Institute, v.32 n.1 pp. 1579-1586, 2009 (https://www.sciencedirect.com/science/article/abs/pii/S154074890800299X)