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Autosuggestion Long Short-Term Memory Recurrent Neural Network model with Keras Functional API

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IliaGavrilov/AutosuggestionRecurrentNeuralNet

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Autosuggestion Recurrent Neural Network

  • Code is run on CPU;

  • Implemented in Jupyter Notebook (Python 3.6);

  • NLP Regression problem;

  • Long Short-Term Memory model;

  • Keras API;

  • Code is based on the fast.ai MOOC, but implemented on own examples:

    • Kaspersky patent example - model acc: 0.91;
    • Russian poetry example - model loss: 1.75.

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Autosuggestion Long Short-Term Memory Recurrent Neural Network model with Keras Functional API

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