ejokeeffe

#!/bin/bash
#
# Script to setup a Elastic Beanstalk AMI with geospatial libraries and postGIS
#
# sh aws_ami_prep.sh > aws_ami_prep.log 2>&1 &

# Go to ec2-user home directory
cd /home/ec2-user

# yum libraries

ejokeeffe

from sklearn import linear_model
from scipy import stats
import numpy as np


class LinearRegression(linear_model.LinearRegression):
    """
    LinearRegression class after sklearn's, but calculate t-statistics
    and p-values for model coefficients (betas).
    Additional attributes available after .fit()