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