AbductiveLearning
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ABLkit
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readme.md

ABL Package

This is the code repository of abductive learning Package.

Environment dependency

...

Example

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

python share_example.py

Authors

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
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An efficient Python toolkit for Abductive Learning (ABL), a novel paradigm that integrates machine learning and logical reasoning in a unified framework.

Python other