It's funny, I had my master's on a similar topic of cosmological photometric redshift - class...
It's funny, I had my master's on a similar topic of cosmological photometric redshift - classifying stars, galaxies, or quasars And serendipiously, at a time I used exactly Keras, which @fchollet created, to build neural nets! I still remember how easy it was