Python broadcasting. Rewrite the following code without for-loops using vectorization and python broadcasting. (a) Given a data matrix X and vector beta compute a vector yhat: n = X. shape [0] yhat = np.zeros(n) for i in range(n): yhat [i] = beta[0]*X[i,0] + beta[1]*X[i,1] + beta [2]*X[i,1] *X[i,2] yhat beta[0]*X[: ,0] + beta[1]*X[:,1] + beta[2]*X[:,1]*X[:,2]
Python broadcasting. Rewrite the following code without for-loops using vectorization and python broadcasting. (a) Given a data matrix X and vector beta compute a vector yhat: n = X. shape [0] yhat = np.zeros(n) for i in range(n): yhat [i] = beta[0]*X[i,0] + beta[1]*X[i,1] + beta [2]*X[i,1] *X[i,2] yhat beta[0]*X[: ,0] + beta[1]*X[:,1] + beta[2]*X[:,1]*X[:,2]
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![Python broadcasting. Rewrite the following code without for-loops using vectorization
and python broadcasting.
(a) Given a data matrix X and vector beta compute a vector yhat:
n = X. shape [0]
yhat = np.zeros(n)
for i in range(n):
yhat [i] = beta [0]*X[i, 0] + beta[1]*X[i,1] + beta[2]*X[i, 1]*X[i,2]
yhat
beta[0]*X[: ,0] + beta[1]*X[:,1] + beta[2]*X[:,1]*X[:,2]](/v2/_next/image?url=https%3A%2F%2Fcontent.bartleby.com%2Fqna-images%2Fquestion%2Ff7164ca2-2213-453c-9a19-73476c4b61e5%2F10800a46-823e-46f0-95e7-74dc59db3364%2Fsorep9r_processed.png&w=3840&q=75)
Transcribed Image Text:Python broadcasting. Rewrite the following code without for-loops using vectorization
and python broadcasting.
(a) Given a data matrix X and vector beta compute a vector yhat:
n = X. shape [0]
yhat = np.zeros(n)
for i in range(n):
yhat [i] = beta [0]*X[i, 0] + beta[1]*X[i,1] + beta[2]*X[i, 1]*X[i,2]
yhat
beta[0]*X[: ,0] + beta[1]*X[:,1] + beta[2]*X[:,1]*X[:,2]
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