Low Rank Approximation - Final Project
Goal is to implement the higher order SVD, as well as some other things. Matricisations and m-mode matrix multiplications have been implemented from scratch using numpy.
Setup
Install the necessary packages, preferrably in a virtual environment:
pip install -r requirements.txt
Usage
Exercise 1:
python -m lra.ex1
Exercise 4:
python -m lra.ex4
Testing
I implemented simple tests with pytest to check the validity of the code, mostly the basics in lra/tools. Testing can be done with
pytest