Thanks a lot for your quick answer!
Are there some examples on how to rewrite the model into a mixture model? And in general: are there somewhere more examples on how to do model comparison (which requires some latent discrete node) with pymc3?
Actual this was always one of the reasons why I prefer pymc3 over stan, because pymc3 can deal with discrete nodes.
Thanks!
Christian