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Heath's Projects

cnn-dailymail icon cnn-dailymail

Code to obtain the CNN / Daily Mail dataset (non-anonymized) for summarization (Python3)

csr icon csr

A Method of Reasoning CSR Scores from Unstructured Data in Web Pages

deep-learning-v2-pytorch icon deep-learning-v2-pytorch

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101

korean_pointer_generator icon korean_pointer_generator

Implementation of 'Get To The Point: Summarization with Pointer-Generator Networks' for Korean language

memnn icon memnn

Memory Networks implementations

piqa icon piqa

Phrase-Indexed Question Answering (PIQA)

pointer-generator icon pointer-generator

(Python3- TensorFlow 1.5) Code for the ACL 2017 paper "Get To The Point: Summarization with Pointer-Generator Networks"

pointer-networks icon pointer-networks

Pointer Networks is a new neural architecture to learn the conditional probability of an output sequence with elements that are discrete tokens corresponding to positions in an input sequence.

ptr-net icon ptr-net

TensorFlow implementation of a Pointer Network (https://arxiv.org/abs/1506.03134)

pytorch-seq2seq icon pytorch-seq2seq

Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.

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