import matplotlib.pyplot as plt
import numpy as np
from IO import IO
from DataEngine import DataEngine
from LinearRegression import LinearRegression
# Get the Raw data from csv file
RawDataObject = IO()
RawData = RawDataObject.DataIO_CSV("./Data/MLB2008.csv")
# Send the data for formatting
DataMassageObject = DataEngine()
DataMassageObject.DataMassage(RawData, [5], 12, 50)
DataMassageObject.Initialize_LRWeights('zeros')
LinearRegressionObject = LinearRegression(DataMassageObject.TrainingSet,
DataMassageObject.YSet,
DataMassageObject.LRWeights, 1.0e-5,
1.0e-8)
LinearRegressionObject.Learn()
print LinearRegressionObject.W
