GPLVM

Dimension Reduction using PCA and GPLVM for Simulated Cylinder and Real Handwritten Digits

A comparative study of PCA and GPLVM applied to a simulated cylindrical dataset and the MNIST handwritten digits, evaluating the performance of both dimensionality reduction techniques. This project was developed as part of my bachelor's thesis.