stock_price_prediction

We are building ML model which can help us in order predict the DJIA index adj close price. Datset has been used form 2007 to 2016. NYtimes News article headlines also has been used to predict the DJIA closing price.

Dependency Libraries

• Python 2.7
• pandas
• numpy
• scipy
• scikit-learn
• matplotlib
• jupyter notebook

Installation Commands

I'm working on Linux OS (Ubuntu 16.04 LTS) so command for installation all dependencies are given below.

Pandas:           $ sudo pip install pandas
numpy:            $ sudo pip install numpy
scipy:            $ sudo pip install scipy
scikit-learn:     $ sudo pip install -U scikit-learn
matplotlib:       $ sudo apt-get install libfreetype6-dev libpng-dev
                  $ sudo pip install matplotlib 
jupyter notebook: $ sudo apt-get -y install ipython ipython-notebook
                  $ sudo -H pip install jupyter