This repository contains code for Challenges in Gaussian Processes for Non Intrusive Load Monitoring. This paper was accepted at NeurIPS Workshop on Gaussian Processes, Spatiotemporal Modeling, and Decision-making Systems, 2022.
Please use the following bib entry to cite the paper.
Links to the Notebooks for the figures
| Figure | Link |
|---|---|
| Figure 1, 2, 5 (a), 6 (a) and 7 (a) | Point_to_Point |
| Figure 3, 5(b), 6 (b), 7 (b) and 8 (a), (b) | Sequence_to_Point |
| Figure 4, 5(c), (d), 6 (c), 7 (c) and 8 (c), (d) | Feature_based_GP |
In each of the Notebooks, you can select the boolean bias and linear when needed and set it either True or False and run the file.