Bayesian Optimization

Dear all,
One basic question:
I use Bayesian Optimization For machine learning in Python (hyperopt).
I am interested to know if the similar libraries are available for Pynq. Can one implement this algorithm on Pynq?
Can any one help me and give me some tips?

Thank you!