lwgboy / ai-project

Stock predictor using Machine Learning

Stock Predictor using machine learning

Stock Predictor is a stock price prediction program written in python. Stock prediction uses Yahoo finance to get required data and make predictions using support vector machine provided in SKlearn.

To run the program:

Using GUI:

	cd into AI-Project/Predictor
	
            python predictor_gui.py
            
              Use the window to make predictions
              
Using Shell

        cd into AI-Project/Predictor
        
		    python predictor.py <ticker> <number_of_days>
		
		    python predictor.py (-h || --help) (to see more)

Dependency:

Python 2.7
yahoo_finance
sklearn
docopt
Tkinter
numpy
pandas
(See dependency.txt for more information)

Machine learning techniques:

1. Support Vector Machine

Markets Covered:

All the markets covered by yahoo finance will be covered by this program.

Contributors:

Prakash Dhimal  @pdhimal1
Kevin Sanford