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 `brackets` and `anbncn` tasks can be found in the attached binary `brackets-anbncn-datasets-deepstochlog`.
- `wap.zip` includes the *Word Algebra Problem* originating from [https://github.com/uclnlp/d4/tree/master/data/wap](https://github.com/uclnlp/d4/tree/master/data/wap)
- `hwf.zip` includes the full *Handwritten Mathematical Expressions* dataset from [https://arxiv.org/abs/2006.06649](https://arxiv.org/abs/2006.06649)
- The addition dataset can be created from the default MNIST dataset using the [`addition_data.py`](https://github.com/ML-KULeuven/deepstochlog/blob/main/examples/addition/addition_data.py) script