Keras

Bigger batch size leads to worse results even after many epochs!

Simple regression vs simplest NN between simulated NDVI and DNBR spectral indices variables. The second being actually a linear transform of the former with a small gaussian noise added. The purpose being to test the algorithm before applying it to real remote sensed datasets.