https://github.com/airaria/rnnchinesepoem

Generate Chinese poems using RNN and other techniques.
https://github.com/airaria/rnnchinesepoem

deep-learning language-model poem rnn tensorflow

Last synced: 10 days ago
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Generate Chinese poems using RNN and other techniques.

• Host: GitHub
• URL: https://github.com/airaria/rnnchinesepoem
• Owner: airaria
• License: mit
• Created: 2017-08-25T12:55:08.000Z (almost 9 years ago)
• Default Branch: master
• Last Pushed: 2017-09-20T16:16:54.000Z (almost 9 years ago)
• Last Synced: 2025-08-27T14:34:17.239Z (10 months ago)
• Topics: deep-learning, language-model, poem, rnn, tensorflow
• Language: Python
• Size: 3.17 MB
• Stars: 1
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
# RNNChinesePoem

A RNN-based LM model trained on quan_tang_shi.txt dataset, which can be used to generate poems.

The ckpt files are saved to save_model/.

the tensorboard's graph files are saved to graphs/.

## 更新说明

添加了平仄。

添加了NCE loss.

## Requirements

- python 3.X

- Tensorflow >= 1.2

## Usage

TODO。

目前参数写在main.py里。修改后直接运行python main.py 即可。

TODO:

- add tones. Done.

- add rhymes.

- add attention mechanism.

## Acknowledgements

quan_tang_shi.txt 来自 hx364/Chinese_Poem_RNN.

Inspired by wzyonggege/RNN_poetry_generator and hzy46/Char-RNN-tensorflow.