abductive-learning

There are 6 repositories under abductive-learning topic.

  • AbductiveLearning/ABLkit

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

    Language:Python50512

  • Heidelberg-NLP/MHKA

    The corresponding code from our paper "Social Commonsense Reasoning with Multi-Head Knowledge Attention (EMNLP 2020)". Do not hesitate to open an issue if you run into any trouble!

    Language:Python11436

  • danyvarghese/PyGol

    A novel Inductive Logic Programming(ILP) system based on Meta Inverse Entailment in Python.

    Language:C10602

  • LiuBodan/PABL

    Paraconsistent Abductive Learning

    Language:Python3100

  • Comenius-Abduction-Team/CATS-Abduction-Solver

    Language:Java1010

  • AMISTAD-lab/probabilistic-theory-of-abduction-source

    Source code for the paper: Espinosa Dice N, Kaye M, Ahmed H, Montanez G, "A Probabilistic Theory of Abductive Reasoning," ICAART 2021. Work supported in part by the National Science Foundation under Grant No. 1950885.

    Language:Jupyter Notebook0101