Deep Probabilistic Programming

Hello Everyone,

Recently, I came across the term ‘Deep Probabilistic Programming’ and found that there are frameworks like Pyro (built on top of pytorch) and Edward (built on top of TF, I think). Can someone please tell me what this field is all about? I have read a bit about it, but would like to hear from someone experienced.

Thank you,