num_samples=40
num_dim = 5
X = 10*np.random.random(size=(num_samples,num_dim))
coeff = np.array([2,-3.5,1.2,4.1,-2.5])
y = np.dot(coeff,X.T)+10*np.random.randn(num_samples)