The input of almost every machine learning algorithm targeting the properties matter at atomic scale involves a transformation list Cartesian coordinates into more symmetric representation. Many most popular representations can be seen as an expansion symmetrized correlations atom density, and differ mainly by choice basis. Considerable effort has been dedicated to optimization basis set, typic...