feat: log iterations and return result dict - Githubissues

acerbilab / pyvbmc

PyVBMC: Variational Bayesian Monte Carlo algorithm for posterior and model inference in Python

https://acerbilab.github.io/pyvbmc/

BSD 3-Clause "New" or "Revised" License

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feat: log iterations and return result dict #31

Closed Solosneros closed 2 years ago

Solosneros commented 2 years ago

With this PR we log the iteration output like in the below screenshot and also warnings from parts of VBMC where it was missing before. Also, we return a result dict like in MATLAB.

Also, I modified the following:

fixed a bug with the options object and an invalid relative path
options raises an exception when the path is invalid
removed hardwired ELBO, ELBO_SD in finalboost (I guess I forgot this previously)
fixed a bug in check_warmup_conditions (wrong indent)