Linear Least Squares

Forward and backward substitution
Cholesky factorization
Normal equations and polynomial fitting
Regularized image denoising

Jupyter notebook (Anaconda 3) is used and attached is the A1.pynb file where we have to write code only below the comment # YOUR CODE HERE and not allowed to  imports outside the ones given