SingleLayerNeuralNetwork

Implements a single-layer neural network using stochastic gradient descent (on-line training)

Requirements

Python 2.7

Important Scripts

• neuralnet: Script that calls neuralnet.py
• neuralnet.py: Contains the implementation of the neural network
• sonar.arff: Sample data file

Usage

Command to run the script: ./neuralnet n l e

• n: Number of folds for cross validation
• l: Learning rate
• e: Number of training epochs