Rehan-Ahmad / Dictionary-Learning-Algorithms

This repository contains dictionary learning algorithms

Dictionary-Learning-Algorithms

Main File: Dictionary_Learning_v2.py

This file execute all the algorithms consisting of Gradient Descent based Dictionary Learning (variants), KSVD, MOD and SimCo.
It will plot the error curve after comparing the original and learned Dictionary on the synthetic Dataset.

Implementation of Dictionary Learning algorithms on real data can be found in DenoiseImage folder. It uses learned dictionary for image denoising.