tensorly.datasets.load_kinetic

load_kinetic()[source]

Loads the kinetic fluorescence dataset (X60t) as a tensorly tensor. The data is well suited for Parafac and multi-way partial least squares regression (N-PLS). Missing data are replaced by 0s, and a missing value mask is provided. Data is a courtesy of Rasmus Bro and collaborators, it can be originally downloaded at https://ucphchemometrics.com/. Please cite the original reference [1] if you use this data in any way.

References

[1]

Nikolajsen, R. P., Booksh, K. S., Hansen, Å. M., & Bro, R. (2003). Quantifying catecholamines using multi-way kinetic modelling. Analytica Chimica Acta, 475(1-2), 137-150.