Robust Gaussian Process Regression Based on Iterative Trimming https://arxiv.org/abs/2011.11057
First application
- Modeling Unresolved Binaries of Open Clusters in the Color-Magnitude Diagram. I. Method and Application of NGC 3532 https://ui.adsabs.harvard.edu/abs/2020ApJ...901...49L/abstract
from robustgp import ITGP
gp, consistency, score = ITGP(X, Y)
gp
is a GPy.core.GP object. Please refer the usage of GPy.
You can start with, e.g., gp.plot()
.
More detailed user guide will be added later.
The MIT License