README.md

LinALg-SVD-PCA

Linear algebra Notebook, containing SVD and PCA problems.

Contents

• SVD : In this section we have implemented SVD from scratch then we will use in order to compress images.

• PCA : PCA algorithm have been implemented from scratch. In the following, we have denoised images using PCA. Also in other file, we try to analyse a dataset of movies and ratings with PCA.