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deep_calibration

Experiments to test the performance of calibration techniques on Artificial Neural Networks

Dependencies

This code needs the next dependencies

  • Keras - Deep Learning library for Theano and TensorFlow
    • Theano - A CPU and GPU Math Expression Compiler
    • TensorFlow - Software library for numerical computation using data flow graphs

Download and run the code

To run the code just paste this few lines in a terminal

git clone https://github.com/perellonieto/deep_calibration.git
cd deep_calibration/scripts/
./get_mnist.sh
python create_dataset.py
cd ..
python train_lenet.py

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License

MIT

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Experiments to test the performance of calibration techniques on Artificial Neural Networks

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