Sum-Product Networks

The Sum-Product Network (SPN) is a new type of machine learning model with fast exact probabilistic inference over many layers.

Advantages of SPNs:

SPNs have achieved impressive results on numerous datasets, including:

Also check out awesome-spn, a fantastic curated list of SPN resources, maintained independently from this site.