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Node_JS_Machine_Learning

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This is the code for "Node JS Machine Learning" By Siraj Raval on Youtube

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# TensorFlow.js Example: Sequence-to-Sequence English-French Translation

## Overview

This is the code for [this](https://www.youtube.com/watch?v=CMank9YmtTM) video on Youtube by Siraj Raval on Translation systmes using NodeJS and TensorflowJS. The notes are in the jupyter notebook.

This demo shows how to perform sequence-to-sequence prediction using the Layers
API of TensorFlow.js.

It demonstrates loading a pretrained model hosted at a URL, using
`tf.loadModel()`

The model was trained in Python Keras, based on the [lstm_seq2seq](https://github.com/keras-team/keras/blob/master/examples/lstm_seq2seq.py)
example.  The training data was 149,861 English-French sentence pairs available
from [http://www.manythings.org/anki](http://www.manythings.org/anki).

To launch the demo, do

```sh
yarn
yarn watch
```

[See this example live!](https://storage.googleapis.com/tfjs-examples/translation/dist/index.html)

## Credits

credits for the code go to google, i've merely created a wrapper to get people started.

Node_JS_Machine_Learning

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