This directory contains training programs for Crepe. These programs include

• config.lua: a unified file for all configurations for dataset, model, trainer, tester and GUI. The current configuration can be used in conjunction with the DBPedia ontology classification dataset distribution. The properties are quite self-exaplanatory, and this should be the starting place if you want to adapt it to different datasets.
• data.lua: provide a Data class. Both training and validating datasets are instances of this class.
• main.lua: the main driver program. This is the only file you should execute.
• model.lua: provide a Model class. It handles model creation, randomization and transformations during training.
• mui.lua: provide a Mui class. This class uses Scroll class to draw a nn.Sequential model in Qt.
• scroll.lua: provide a Scroll class that starts a scrollable Qt window to drawing text or images. Used only by Mui.
• scroll.ui: a Qt designer UI file corresponding to the scrollable Qt window.
• test.lua: provide a Test class. It handles testing, giving you losses, errors and confusion matrices.
• train.lua: provide a Train class. It handles training with SGD. It supports things like momentum and weight decay.

For more detailed information, please refer to each of the program files.