Runhai Ouyang's starred repositories
SISSORegressor_MATLAB
A data-driven method combining symbolic regression and compressed sensing toward accurate & interpretable models.
nomad_2018_kaggle_dataset
Dataset for the Nomad 2018 Kaggle competition (https://www.kaggle.com/c/nomad2018-predict-transparent-conductors)
CompressedSensing4MaterialsScience
A machine-learning tutorial on how to identify materials descriptors. The focus is laid on using the sure independence screening and sparsifying operator (SISSO) for regression.)