Implementing PCA and Dual PCA on CIFAR-10

This post was adapted from a paper I originally wrote and extended for a school project. The full notebook can be found as a .ipynb file on my GitHub. The post assumes some background knowledge of linear algebra and eigenvalue decomposition. If you don’t have these prerequisites, I highly recommend watching 3Blue1Brown’s playlist on linear algebra.