CZ4042 Project 1

pip install -r requirements.txt

Basically, the required libraries are (plus their dependencies):

• Keras
• Theano
• Scikit-learn
• Numpy
• Pandas

Project is run using Python 3.4 in Ubuntu bash on Windows 10.

Task 1: Classification

• main_kf.py: k-fold cross validation, varying learning rate
• main_3way.py: 3-way data split, varying learning rate

Varying number of hidden layers & hidden nodes are done by manually changing the parameters inside the file.

Task 2: Regression

• main_kf.py: k-fold cross validation, varying learning rate. Varying number of hidden layers & hidden nodes are done by manually changing the parameters inside the file.
• main_3way.py: 3-way data split, varying learning rate
• main_3way_multihdl.py: 3-way data split, varying number of hidden layers
• main_3way_multihdn.py: 3-way data split, varying number of hidden nodes