Need a fully executed R-Markdown program performing clustering using SOM and LLE on the image data containing MNIST (digits) and Fashion MNIST (apparel) images that are 28 x 28 pixels resolution.
Make sure to describe the final hyperparameter settings of all algorithms that were used for comparison purposes.