Analytics toolkit – final deployment

Updated NoMaD-analytics-toolkit with advanced algorithms and fully worked-out tutorials. This toolkit builds on D4.1 and D4.2. In addition to existing 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 feature 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.