This is a class for sequentially constructing and training multi-layer perceptron (MLP) models for classification and regression tasks.

Included in this folder are:
MLPNet: the multi-layer perceptron class
MLP_Test: An example file for constructing and training the MLP class object for classification tasks (for use with MNIST and Fashion_MNIST datasets)
load_data: a helper script for loading pre-formatted data

I have also created example datasets (MNIST and Fashion_MNIST), pre-formatted to run with this class. They were too big to load through file exchange, so you can download them at this link (make sure you place the .mat files in the same directory): https://drive.google.com/open?id=1n4T2mSxUq3kahM_qlyWNOj6YmSD_Mh8c