Requirements to be installed:
	(installation using virtualenv is preffered as it is tested in ubuntu 14.04)

pip3 install numpy
pip3 install scipy
pip3 install seaborn
pip3 install matplotlib
pip3 install pandas
pip3 install sklearn
pip3 install keras
pip3 install hmmlearn

To run any file use:
	python3 file_name

main.py                implements the logistic regression and SVM
neural_net.py          implements the neural net
hmm_using_libraries.py implements the classification using hmm libraries predefined in python
hmm.py                 implements the custom hmm class according to the equations and theory given in the report.