abductive-learning

There are 1 repository 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.
machine-learning python pytorch sklearn abductive-learning neuro-symbolic neuro-symbolic-learning
Language:Python 40
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!
commonsense-reasoning sentence-semantic abductive-learning counterfactual-inference counterfactual social-commonsense social-commonsense-reasoning paper
Language:Python 11
danyvarghese / PyGol
A novel Inductive Logic Programming(ILP) system based on Meta Inverse Entailment in Python.
inductive-logic-programming machine-learning inverse-entailment abductive-commonsense-reasoning abductive-learning artificial-intelligence automated-data-science automated-machine-learning automl explainable-ai explainable-ml inference-engine logic-programming pygol
Language:C 10
LiuBodan / ParaconsistentAbductiveLearning
Paraconsistent Abductive Learning
logic-programming paraconsistent abductive-learning
Language:Python 2
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.
abduction logic machine-learning abductive-commonsense-reasoning abductive-learning
Language:Jupyter Notebook 0
Comenius-Abduction-Team / CATS-Abduction-Solver
abduction abductive-learning description-logics inference java ontology owl-api solver
Language:Java