I’m new to probabilistic programming with Pyro, and I’m confused as to what exactly a guide is as used in the SVI and ELBO classes.
So, here are my questions:
- What is a guide?
- What do we use guides for?
I appreciate the help very much - thank you!
I’m new to probabilistic programming with Pyro, and I’m confused as to what exactly a guide is as used in the SVI and ELBO classes.
So, here are my questions:
I appreciate the help very much - thank you!
guides are probabilistic programs that encode variational distributions for use in variational inference. see the intro tutorial for more details.
Thank you - that is a very clear explanation!