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Dynamic Memory Networks In Theano ⭐ 332

Implementation of Dynamic memory networks by Kumar et al. http://arxiv.org/abs/1506.07285

Key Value Memory Networks ⭐ 234

The implementation of key value memory networks in tensorflow

Improved Dynamic Memory Networks Dmn Plus ⭐ 162

Theano Implementation of DMN+ (Improved Dynamic Memory Networks) from the paper by Xiong, Merity, & Socher at MetaMind, http://arxiv.org/abs/1603.01417 (Dynamic Memory Networks for Visual and Textual Question Answering)

Personalized Dialog ⭐ 112

Code for the paper 'Personalization in Goal-oriented Dialog' (NeurIPS 2017 Conversational AI Workshop)

Recurrentjava ⭐ 46

Deep Recurrent Neural Nets in Java

Relation Network ⭐ 43

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.

Dmn Tensorflow ⭐ 40

TensorFlow implementation of 'Ask Me Anything: Dynamic Memory Networks for Natural Language Processing (2015)'

Permuted Babi Dialog Tasks ⭐ 16

Dataset for 'Learning End-to-End Goal-Oriented Dialog with Multiple Answers' EMNLP 2018

Question Dependent Recurrent Entity Network

Supervised Embedding Model ⭐ 15

Implementation of Supervised embedding models from [Learning End-to-End Goal-Oriented Dialog] paper.

Babi_tools ⭐ 15

Augmentation scripts for the bAbI Dialog Tasks dataset

Relation Memory Network

Pytorch_memn2n ⭐ 6

PyTorch implementation of the End-to-End Memory Network with attention layer vizualisation support.

Quantized Memory-Augmented Neural Networks (AAAI-18)

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