ABLkit/readme.md

• ABL Package
• • Environment dependency
  • • • Install Swipl
      • Install required package
  • Example
  • Authors
  • NOTICE
  • To do list

ABL Package

This is the code repository of abductive learning Package.

Environment dependency

Install Swipl

http://www.swi-prolog.org/build/unix.html

Install required package

pip install zoopt
pip install pyswip==0.2.9

Example

share_example.py and nonshare_exaple.py are examples of grounded abductive learning.

python share_example.py

Authors

• Yu-Xuan Huang (Nanjing University)
• (Nanjing University)

NOTICE

They can only be used for academic purpose. For other purposes, please contact with LAMDA Group(www.lamda.nju.edu.cn).

To do list

• Improve speed and accuracy
• Add comparison with DeepProbLog, NGS,... (Accuracy and Speed)
• Add Inference/Abduction example with FOL engine (e.g., Prolog)
• Add zoopt optimization
• Rearrange structure and make it a python package
• Documents