shyama95 / recurrent-neural-networks

Simple RNN using python

Recurrent Neural Network (RNN)

Abstract

An implementation of vanilla recurrent neural network in python (without libraries) for a "many-to-one" classification task.

• models folder: model parameters are saved in this folder when trainModel.py is run
• bestModel folder: has the parameters for the best trained model for this implementation
• src folder: has the implementation of the RNN
• testData folder: has the test data
• trainingData folder: has the training data and labels
• trainModel.py: code to train the network
• testModel.py: code to test the trained network
• testPrediction.csv: output of the trained network. Genetated when testModel.py is run

Dependencies

• python v3
• python libraries : numpy

Instructions to run

For training the network

python3 trainModel.py

For testing the trained network

python3 testModel.py

Status

This project is in progress and may contain issues.