This is the DeepStochLog release from the AAAI22 publication called "DeepStochLog: Neural Stochastic Logic Programming".
We've also added several of the datasets used in this paper in this release:
- The datasets used for the
bracketsandanbncntasks can be found in the attached binarybrackets-anbncn-datasets-deepstochlog. wap.zipincludes the Word Algebra Problem originating from https://github.com/uclnlp/d4/tree/master/data/waphwf.zipincludes the full Handwritten Mathematical Expressions dataset from https://arxiv.org/abs/2006.06649- The addition dataset can be created from the default MNIST dataset using the
addition_data.pyscript