jazzmuesli / CharCnn_Keras

The implementation of text classification using character level convoultion neural networks using Keras

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CharCnn_Keras

MIT

This repository contains my implementation using Keras for text classification from character-level using convolutional networks. It can be used to reproduce the results in the following article:

Xiang Zhang, Junbo Zhao, Yann LeCun. Character-level Convolutional Networks for Text Classification. Advances in Neural Information Processing Systems 28 (NIPS 2015)

Alt text

How to use

First, specify the training and testing data sources in the config.py file.

Then, run the training.py file as below:

$ python char_cnn.py

License

Copyright (c) 2016 Mohammed Jabreel

The source code is distributed under the MIT license.

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The implementation of text classification using character level convoultion neural networks using Keras


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