MaterialsProjectFeatureGeneration

class mastml.legos.feature_generators.MaterialsProjectFeatureGeneration(dataframe, mapi_key, composition_feature)

Bases: object

Class to generate new features using Materials Project data and dataframe containing material compositions Datarame must have a column named “Material compositions”.

Args:

dataframe: (dataframe), dataframe containing x and y data and feature names

mapi_key: (str), string denoting your Materials Project API key

composition_feature: (str), string denoting a chemical composition to generate elemental features from

Methods:

generate_materialsproject_features : generates materials project feature set based on compositions in dataframe

Args:

None

Returns:

dataframe: (dataframe), dataframe containing materials project feature set

Methods Summary

generate_materialsproject_features()

Methods Documentation

generate_materialsproject_features()