https://github.com/liu-nlper/DocumentClassification

This code implements a simple CNN model for document classification with tensorflow.
https://github.com/liu-nlper/DocumentClassification

cnn tensorflow

Last synced: 11 months ago
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This code implements a simple CNN model for document classification with tensorflow.

• Host: GitHub
• URL: https://github.com/liu-nlper/DocumentClassification
• Owner: liu-nlper
• Created: 2017-05-17T16:51:17.000Z (about 9 years ago)
• Default Branch: master
• Last Pushed: 2021-09-13T11:25:24.000Z (almost 5 years ago)
• Last Synced: 2024-08-08T23:23:54.366Z (almost 2 years ago)
• Topics: cnn, tensorflow
• Language: Python
• Homepage:
• Size: 12.4 MB
• Stars: 155
• Watchers: 11
• Forks: 77
• Open Issues: 7
• Metadata Files:
  • Readme: README.md

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README

          
# Document Classification

This code implements a simple CNN model for document classification with tensorflow.

# Model Structure

![model.png](https://github.com/MRliujiaxin/DocumentClassification/raw/master/model.png)

# Requirements

- Python: 2.7

- Tensorflow: 1.0.0

- Numpy: 1.12.1

- sklearn: 0.18.1

- gensim: 1.0.1

- pickle