Machine Learning Practical - Coursework 1 Report: a study of the problem of overfitting in deep neural networks, how it can be detected, and prevented using the EMNIST dataset. This was done by performing experiments with depth and width, dropout, L1 & L2 regularization, and Maxout networks.
Most reasonable LaTeX distributions should have no problem building the document from what is in the provided LaTeX source directory. However certain LaTeX distributions are missing certain files, and the they are included in this directory. If you get an error message when you build the LaTeX document saying one of these files is missing, then move the relevant file into your latex source directory.