siddk/relation-network
Tensorflow Implementation of Relation Networks for the bAbI QA Task, detailed in "A Simple Neural Network Module for Relational Reasoning," [https://arxiv.org/abs/1706.01427] by Santoro et. al.
This project helps AI researchers and students test relational reasoning capabilities in neural networks. It takes a collection of simple story-like facts and a related question, then determines if the network can correctly answer by understanding relationships between entities. It's designed for those evaluating and developing advanced question-answering AI models.
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Use this if you are a researcher or student working on artificial intelligence and want to implement and evaluate Relation Networks for relational reasoning tasks.
Not ideal if you are looking for a ready-to-use application to answer questions from your own datasets without deep learning development experience.
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Python
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Last pushed
Jul 19, 2017
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