https://github.com/yanqiangmiffy/seq2seq-nmt

:smiley_cat: 基于Keras实现seq2seq，进行英文到中文的翻译
https://github.com/yanqiangmiffy/seq2seq-nmt

nmt nmt-model seq2seq-model

Last synced: 6 months ago
JSON representation

:smiley_cat: 基于Keras实现seq2seq，进行英文到中文的翻译

• Host: GitHub
• URL: https://github.com/yanqiangmiffy/seq2seq-nmt
• Owner: yanqiangmiffy
• Created: 2018-08-09T09:31:23.000Z (about 7 years ago)
• Default Branch: master
• Last Pushed: 2020-11-17T15:34:57.000Z (almost 5 years ago)
• Last Synced: 2025-04-01T22:15:14.511Z (7 months ago)
• Topics: nmt, nmt-model, seq2seq-model
• Language: Python
• Homepage:
• Size: 699 KB
• Stars: 18
• Watchers: 2
• Forks: 10
• Open Issues: 2
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

README

          
# seq2seq-nmt



基于Keras实现seq2seq，进行英文到中文的翻译

![](https://github.com/yanqiangmiffy/seq2seq-nmt/blob/master/assets/seq2seq.png)

## 模型结构

![](https://github.com/yanqiangmiffy/seq2seq-nmt/blob/master/assets/model.png)

## 推理模型结构

- encoder

![](https://github.com/yanqiangmiffy/seq2seq-nmt/blob/master/assets/encoder.png)

- decoder

![](https://github.com/yanqiangmiffy/seq2seq-nmt/blob/master/assets/decoder.png)

## 测试结果

```text

Is it all there?

全都在那裡嗎？

Is it too salty?

还有多余的盐吗？

Is she Japanese?

她是日本人嗎？

Is this a river?

這是一條河嗎?

Isn't that mine?

那是我的吗？

It is up to you.

由你來決定。

```

```text

python predict.py --eng_sent "It's a nice day."

今天天氣很好。

```

## 参考：

https://github.com/pjgao/seq2seq_keras/blob/master/seq2seq_keras.ipynb

https://github.com/keras-team/keras/blob/master/examples/lstm_seq2seq.py

https://blog.csdn.net/PIPIXIU/article/details/81016974