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Added Virtualenv installation and Emoji Codes Mapping #15

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Added Virtualenv installation and Emoji Codes Mapping #15

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a66405b
Updated README with virtualenv install and emoji codes mapping
loretoparisi Oct 17, 2017
c053b88
Updated README with virtualenv install and emoji codes mapping
loretoparisi Oct 17, 2017
766759c
Updated README with virtualenv install and emoji codes mapping
loretoparisi Oct 17, 2017
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13 changes: 13 additions & 0 deletions README.md
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Expand Up @@ -19,6 +19,11 @@ To start out with, have a look inside the [examples/](examples) directory. See [

Please consider citing our [paper](https://arxiv.org/abs/1708.00524) if you use our model or code (see below for citation).

## Emoji Codes
Here the emoji codes mapping to model classes.

![emoji_overview](https://user-images.githubusercontent.com/163333/31664953-a4ea8836-b347-11e7-82b4-999b41949786.png)

## Frameworks

This code is based on Keras, which requires either Theano or Tensorflow as the backend. If you would rather use pyTorch there's an implementation available [here](https://github.com/huggingface/torchMoji), which has kindly been provided by Thomas Wolf.
Expand All @@ -45,6 +50,14 @@ Run the included script, which downloads the pretrained DeepMoji weights (~85MB)
python scripts/download_weights.py
```

## Virtualenv installation with Default backend
To install via `virtualenv` and the default Keras backend `tensorflow`
```
virtualenv .env
. .env/bin/activate
pip install -r requirements.text
```

## Testing
To run the tests, install [nose](http://nose.readthedocs.io/en/latest/). After installing, navigate to the [tests/](tests) directory and run:

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7 changes: 7 additions & 0 deletions requirements.txt
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@@ -0,0 +1,7 @@
tensorflow
emoji==0.4.5
h5py==2.7.0
Keras==2.0.7
numpy==1.13.1
scikit-learn==0.19.0
text-unidecode==1.0