IliaGavrilov / AutosuggestionRecurrentNeuralNet

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

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.