Multiple Linear Regression using python and sklearn code example

Example: multiple linear regression in python

from sklearn import linear_model
clf = linear_model.LinearRegression()
clf.fit([[getattr(t, 'x%d' % i) for i in range(1, 8)] for t in texts],
        [t.y for t in texts])
#clf.coef_ will have the regression coefficients.