Bayesian PCA
Python
R
Exploring Bayesian PCA on two datasets.
This is a project I worked on for my Bayesian Statistics course. My partner and I explored Bayesian Principal Component Analysis (BPCA) as an extension of PCA and PPCA on MNIST and an ecological dataset. I learned quite a bit about PCA in the process! The final report can be found here.
