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Basic exploration of neural networks using keras and tensorflow

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Exploring neural networks

This project aims to use neural networks for diverse machine learning tasks. This is done using keras/tensorflow for Python. The three tasks are:

  • Classification with the iris dataset using a simple multilayer perceptron
  • Classification with the Fashion MNIST dadaset usig a simple multilayer perception, with dropout, batch-normalization and residual connections
  • Classification with the Breast Histopathology dataset using CNNs

Authors: Corentin Llorca, Costas Vafeades

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Basic exploration of neural networks using keras and tensorflow

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