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.
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
- 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.