Numerical Optimization and Large Scale Linear Algebra

This repository contains four separate projects:

1. House Price Prediction
2. Optimal Light Placement for Rooms using Constrained Linear Squares
3. Digit Classification using a Custom SVD Classifier
4. PageRank Implementation (using both power method and Gauss Seidel method) with examples