Eye-Movement-Classification
Detect neurologically atypical behavior from eye movements
MATLAB directory contains all the code for classlification of subjects into different categories
- contains code for feature generation
- Recursive feature elimination
- SVM
Python directory contains the code for Recurrent Neural Network for Attention Modeling. Contains code for following
- creating a task object which handles reading/parsing/preprocessing data and starting the training procedure
- creating a model object
- creating an optimizer object for optimization (eg: sgd)
- creating a Solver object which performs: training the model and sampling from the model
- vars.py contains all the variables used for data input, training and everything required for the code to execute only change this file if don't want to look at the underlying code.