AbductiveLearning/Meta_Abd

PythonBSD-3-Clause

About

This repository contains the codes for $Meta_Abd$, which is described in a paper published in IJCAI 2021:

Wang-Zhou Dai, Stephen Muggleton. Abductive Knowledge Induction from Raw Data. Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence. pp. 1845-1851.

Requirement

The codes are only tested under Linux with following packages:

PyTorch 1.12.1 with cuda
Torchvision 0.13.1
SWI-Prolog 8.5.10

Running the codes

MNIST cumulative sum:
```
cd python; python -u run_sum.py
    
```

MNIST cumulative product:

cd python; python -u run_product.py

Author