// Script for running the ML model created in the 
//   first part of the tutorial

// Load in the dataset, which includes all of the information
//   needed to generate the attributes
search = load delta_e-data.obj

// Generate the compositions of ternary ionic compounds
search generate IonicCompoundGenerator 3 3 10 Li Fe Ni Zr O S

// Compute attributes
search attributes generate

// Run the model
model = load delta_e-model.obj 
model run $search

// Save the results in stats format
save search predicted-compounds stats

// Rank entries from largest to smallest formation enthalpy
search rank 10 minimum predicted SimpleEntryRanker