relation-network
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Published
20 hours ago •
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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.
Relation Networks
Tensorflow Implementation of Relation Networks for the bAbI QA Task, detailed in "A Simple Neural Network Module for Relational Reasoning," by Santoro et. al.
Punchline
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Results
TBA
Components
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Repository Structure
Repository is structured in the following way:
+ model/ - Model Definition Code, including RN specific module implementation
+ preprocessor/ - Preprocessing Code to load and vectorize the bAbI Tasks (joint training)
+ data/ - Raw bAbI Task Data File (10K Version)
+ run.py - Core script for training and evaluating the Relation Networks on the bAbI Tasks.
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