Tensorflow solution for the Dark Skies Challenge
First, Tensorflow needs to be installed, then clone the code in the github repo below.
Instructions to install Tensorflow: https://github.com/tensorflow/tensorflow/blob/master/tensorflow/g3doc/get_started/os_setup.md. You may want to use GPU version for faster processing. For reference, this is my PC configuration when training the model:
CPU: Core i7-4790K RAM: 32GB GPU: GeForce GTX TITAN X HDD: 1TB Ubuntu 14.04, CUDA 8.0, CuDNN 5.1