Risk Model to populate a map

Good Morning,

 I want to create a risk model using pytorch in which I have data from the Global Terrorism Database (GTD) and I want to create a deep learning model that will output based on the inputs the highest risk areas (lat, lon coordinates to populate a map) but I want to be able to filter it based on the attributes. 

 How would I create such a model? Code to get me started?