Exercise 3: NOMAD Artificial Intelligence Toolkit I: symbolic regression (SISSO), decision trees and random forests, kernelized regression

Time: December 10, 2020
NOMAD Developer: Luca Ghiringhelli
https://nomad-lab.eu/AITutorialsWorkshop

Daniel Speckhard: Decision Trees and Random Forests

• https://analytics-toolkit.nomad-coe.eu/public/user-redirect/notebooks/tutorials/decision_tree.ipynb

Marcel Langer: Kernel Ridge Regression for Materials Properties

• https://analytics-toolkit.nomad-coe.eu/public/user-redirect/notebooks/tutorials/krr4mat.ipynb

Luca Ghiringhelli: Symbolic Regressions meets Compressed Sensing: SISSO

• https://analytics-toolkit.nomad-coe.eu/public/user-redirect/notebooks/tutorials/compressed_sensing.ipynb