I just started discovering pyMC few days ago, so please forgive me if my question is really basic, I couldn’t find or understand the answer yet. My objective is very straightforward, I have X and y values from a given code, on which I can build a GP model. I usually use GPy, and get maximum likelih…

Hi there MickaRiv, I was able to get it to run with a few minor tweaks to your code. I only have PyMC v4 installed, so I switched to aesara and there were a few small syntax differences. Apart from that, I fiddled with the reshapes a bit and used pm.math.concatenate for the theta concatenation. I t…

Bayesian calibration on GP model

Questions v3

MickaRiv July 12, 2022, 1:47pm 6

Unfortunately, I haven’t been able to solve my issue yet. Has anyone already given pyMC variables to X (concatenated with known values) in the marginal_likelihood method in pyMC3 ?
Many thanks !

Topic		Replies	Views
Bayesian model calibration with Gaussian Process Questions	18	4962	December 9, 2021
Finding posterior for calibration using saved Gaussian model in pymc3 Questions theano	2	1352	November 15, 2017
How to calibrate the GP model with various data? Questions	2	798	September 22, 2018
Combining GP and PyMC3 version agnostic gaussian_process	1	590	September 1, 2022
Use saved gaussian model from sci-kit in pymc3? Questions theano	3	1573	November 30, 2017

Bayesian calibration on GP model

Related topics