An implementation of GP regression with automatic relevance determination (ARD) in tensorflow_probability (TFP). Code is here.
Dataset was taken from sklearn load_diabetes toy dataset.
TFP implementation is here. Plots of the length_scale posterior are in this ipynb. Stan implementation is here, and its plots of the length scale posterior are in this ipynb.