Simple comparison of regularization methods

This repository contains a simple experiment comparing three selected regularization methods (batchnorm, weightnorm, fast dropout) using a small MLP on CIFAR-100 dataset.

Requires python 2.7, tensorflow, and Keras.

• To run the script, execute run_experiments.py from a shell.

• To generate the plots with results, execute generate_report.py from a shell.