The repository contains an implementation of image compression using singular value decomposition by finding k-rank approximators for a given image matrix. Additionally, there is a pdf describing the code, showing its correctness, and explaining the theory behind the procedure.
PDFs might be easier to view from drive.
Drive: https://drive.google.com/drive/folders/12g9blSfxkuYnipv5UkYQ367o1O8ICL__?usp=sharing