PCA in Production: Why Power Iteration Fails and np.linalg.eigh is the Right Choice
When you first implement PCA from scratch, one algorithm looks tempting: Power Iteration. It’s intuitive, it makes mathematical sense, and it works perfectly on paper.But in production? It can silently give you completely wrong results — and you might …