This repository contains the code for the image deblurring assignment as part of the Advanced Programming coursework. The assignment involves implementing a blur matrix, Tychonov-regularized reconstruction, visualizing singular values, and testing the efficiency of different solvers.
operators.py: Implementation of blur_matrix, tychonov_matrices, and tychonov_operators functions.inverse.ipynb: Code for visualizing the original image, blurred noisy image, and Tychonov-regularized reconstructions using different alpha values, timing tests for different solvers - spsolve, cg with tychonov_matrices, and cg with tychonov_operators.