https://github.com/dev-khant/encoder-decoder
Simple Encoder Decoder Network
https://github.com/dev-khant/encoder-decoder
encoder-decoder nlp tensorflow
Last synced: about 1 month ago
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Simple Encoder Decoder Network
- Host: GitHub
- URL: https://github.com/dev-khant/encoder-decoder
- Owner: Dev-Khant
- Created: 2021-09-01T05:12:57.000Z (almost 5 years ago)
- Default Branch: main
- Last Pushed: 2021-11-06T11:04:51.000Z (over 4 years ago)
- Last Synced: 2025-01-23T06:44:28.022Z (over 1 year ago)
- Topics: encoder-decoder, nlp, tensorflow
- Language: Jupyter Notebook
- Homepage:
- Size: 8.79 KB
- Stars: 3
- Watchers: 1
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
# Language translation from English to German.
Used Encoder-Decoder architecture with LSTM cells. Main libraries used are Tensorflow and keras.
This [article](https://keras.io/examples/nlp/lstm_seq2seq/) helped in implementing encoder-decoder model.
Dataset used is [here](http://www.manythings.org/anki/).