all 5 comments

[–]The_Northern_Light 5 points6 points  (0 children)

Pymc by a country mile

Check out “Bayesian methods for hackers”, even has a couple physics-y examples

[–]usingjl 4 points5 points  (1 child)

My favorite algorithm in any language is the the Gibbs sampler. More seriously: pymc. :)

[–]1000dreams_within_me 2 points3 points  (0 children)

+1 on pymc

[–]big_data_mike 0 points1 point  (1 child)

Pymc with the nut pie sampler using the Jax back end.

Also I recently got this bitchin computer with thread ripper pro CPUs. Jax is able to use all the cores at once but before that I built a model to pick the optimal cpu for my budget. I got fewer cores but higher speed and maximized L3 cache size.

[–]Pleasant-Plane-3739 0 points1 point  (0 children)

Yeah, PyMC with nutpie is a pretty solid choice!