New published Bayesian methodology for energy consumption prediction with PyMC3

Hi all!

Over the last year, I’ve been working on an application of Bayesian regression applied to predict energy consumption in buildings. I’ve been using PyMC3 for the analysis and found great support on this forum. Now I’m pleased to share with you the published paper about this methodology, available in open access at the following link:

I would love to hear the opinion of experienced Bayesian programmers on this methodology and I’m open to collaborating in the improvement of this model which is still in an initial stage. If you have any ideas or comments do not hesitate in contacting me!

12 Likes

Thanks for sharing @bgrillone, this looks really interesting and it’s good to hear PyMC3 is having a positive impact in this field.

2 Likes