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Using Genetic Algorithms to optimize Recurrent Neural Network's Configuration

Using Genetic Algorithm to optimize Recurrent Neural Network's configuration

Python notebook for the blog post Using Genetic Algorithm for optimizing Recurrent Neural Network.

Tools Required

Python 3.5 is used during development and following packages are required to run the code provided in the notebook:

  • Keras and Tensorflow
  • DEAP
  • Numpy
  • Pandas

Dataset

The wind forecasting dataset used in the tutorial, can be downloaded from the following link.

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Using Genetic Algorithms to optimize Recurrent Neural Network's Configuration

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