------------------ Data Analytics III: Materials Properties Prediction ------------------ ========================================= Thursday, 9:00 – 13:00 ========================================= NOMAD - Subgroup Discovery Toolkit ------------------ Subgroup discovery (SGD) is a data mining technique that allows for the discovery of structure in data. It reveals subsets in a given dataset that have unusual or exceptional properties and characterizes such revealed subsets with a natural-language style description. `Link to the tutorial `_ The face of crystals: Insightful Classification using Deep Learning ------------------ The main purpose of this tutorial is to enable users to interactively reproduce the main results of the manuscript A. Ziletti, D. Kumar, M. Scheffler, and L. M. Ghiringhelli: *The face of crystals: Insightful Classification using Deep Learning*. It is also possible to explore different settings, and thus create new results using the methodology introduced in the manuscript. `Link to the tutorial `_