Daniel Boigk

Lenticulum.jl: learning relations on factor graphs

Lenticulum.jl is a Julia library for learning relations instead of functions. A neural network learns a map from inputs to outputs and runs in one direction. Lenticulum learns a relation on a joint space and decides at query time which variables are observed and which are inferred, so one trained model answers "y given...