mapal.element_data
package to access element properties from the in-built element database
mapal.create_alloys
package to create alloys over user-defined compositional spaces including (binary), (ternary) and (ternary with 1 component fixed)
mapal.alloy_features
package to create alloy features based on two methodologies :
Using an operator to mutate elemental properties
Creating an in-built feature
mapal.miedema_calc
package to use miedema calculator to get chemical and elastic mixing enthalpies based on Miedema's framework
mapal.preTrained_ML_mods
package to use pre-trained machine learning models available in the package to predict properties of alloys
mapal.map_features
package to map alloy features over continuous compositional spaces in binary, ternary and multicomponent systems
mapal.map_ML_predictions
package to map predictions from pre-trained machine learning models over continuous compositional spaces in binary, ternary and multicomponent systems