Mon 09 July 2018

Mauna Loa Example 2: Incorporating atmospheric measurements
This GP example shows how to: Fit fully Bayesian GPs with NUTS Model inputs which are themselves uncertain (uncertainty in …

Wed 13 June 2018

Mauna Loa Example 2: Ice core data
This GP example shows how to: Fit fully Bayesian GPs with NUTS Model inputs which are themselves uncertain (uncertainty in …

Sat 12 August 2017

Looking at the Keeling Curve with GPs in PyMC3
This post discusses modeling the CO2 measurments at Mauna Loa using Gaussian processes in PyMC3.