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Cornell Movie Dialog classification with convolution layers

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Movie Dialog classification

Cornell Movie Dialog classification with convolution layers.

It is slightly simplified implementation of Kim's Convolutional Neural Networks for Sentence Classification paper in Tensorflow.

Usage

  • To (Download and) preprocess data ./data.py
  • To create model graph, and test data flow ./model.py
  • To train (existing or new) model ./train.py
  • To get actual options use -h or --help flag after ./script.py
  • Dependency: (((data) model) train)

Requirements

TensorBoard snapshots

Loss and accuracy

Graph overall view

Classifier

Convolution

Embedding

Reader

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