AdvancedVI
AdvancedVI provides implementations of variational Bayesian inference (VI) algorithms. VI algorithms perform scalable and computationally efficient Bayesian inference at the cost of asymptotic exactness. AdvancedVI
is part of the Turing probabilistic programming ecosystem.
For general usage, first refer to the following page:
For using the algorithms implemented in AdvancedVI
, refer to the corresponding documentations below:
- KLMinRepGradDescent (alias of
ADVI
) - KLMinRepGradProxDescent
- KLMinScoreGradDescent (alias of
BBVI
)