Analytics toolkit – interim deployment

Updated NoMaD-analytics-toolkit with advanced algorithms and fully worked-out tutorials. This toolkit builds on D4.1 and D4.2. In addition their functionality, this deployment includes new methods and optimisation of existing methods. Four possible examples include (a) a feature space which contains non-correlated elementes; (b) a general purpose feture space for materials science; (c) New understanding of the causal relationship between the descriptor and property P; (d) a descriptor to predict solubilities using classical free-energy calculations.