https://github.com/abdouaziz/neural-machine-translation
A Seq2seq Natural Machine Translation
https://github.com/abdouaziz/neural-machine-translation
nmt seq2seq-model tensorflow translation
Last synced: about 1 month ago
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A Seq2seq Natural Machine Translation
- Host: GitHub
- URL: https://github.com/abdouaziz/neural-machine-translation
- Owner: abdouaziz
- Created: 2021-02-02T20:14:13.000Z (over 5 years ago)
- Default Branch: master
- Last Pushed: 2021-07-08T16:36:13.000Z (almost 5 years ago)
- Last Synced: 2025-06-28T18:15:12.705Z (11 months ago)
- Topics: nmt, seq2seq-model, tensorflow, translation
- Language: Jupyter Notebook
- Homepage:
- Size: 6.04 MB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
# Natural Machine Translation
> Machine translation based on Seq2seq architecture
> The model translate an english sentence to french sentences
> For better understood how seq2seq work your can look [Andrew Ng course ](https://www.youtube.com/playlist?list=PL1F3ABbhcqa3BBWo170U4Ev2wfsF7FN8l) on youtube
>Keras Tutorial Machine Translation [lstm seq2seq](https://keras.io/examples/nlp/lstm_seq2seq/)
## Installation
Clone this repo:
```sh
git clone https://github.com/abdouaziz/nmt.git
cd nmt
```
Download and preprocess the dataset :
```sh
cd app/data
python downaload.py --path=dataset
```
## Test the machine translation
```sh
python app.py
```