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Emojify-LSTM-model

Overview

This project uses LSTM network & GloVe embeddings to develop a model which maps an emoji to a text based on the context.

Dependencies - Python 3.6

  1. Tensorflow
  2. Keras
  3. emoji
  4. pandas

Dataset

Labeled data of training and testing sets is provided in the repo. Download GloVe embeddings here.

Results

result on test set

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Text to emoji mapping

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  • Jupyter Notebook 93.1%
  • Python 6.9%