DeepProbLog (NeurIPS 2018)

DeepProbLog is an extension of ProbLog that integrates Probabilistic Logic Programming with deep learning by introducing the neural predicate. The neural predicate represents probabilistic facts whose probabilites are parameterized by neural networks. For more information, consult the papers listed below.

Paper

DeepProbLog: Neural Probabilistic Logic Programming

GitHub

Install and try DeepProbLog: GitHub link