---- This is an interface to the LAPACK routines dgeqrf, zgeqrf, dorgqr, zungqr, dgeqp3, and zgeqp3. If ``mode=economic``, the shapes of Q and R are (M, K) and (K, N) instead of (M,M) and (M,N), with ``K=min(M,N)``. Examples -------- >>> import numpy as np >>> from scipy import linalg >>> rng = np.random.default_rng() >>> a = rng.standard_normal((9, 6)) >>> q, r = linalg.qr(a) >>> np.allclose(a, np.dot(q, r)) True >>> q.shape, r.shape ((9, 9), (9, 6)) >>> r2 = linalg.qr(a, mode='r') >>> np.allclose(r, r2) True >>> q3, r3 = linalg.qr(a, mode='economic') >>> q3.shape, r3.shape ((9, 6), (6, 6)) >>> q4, r4, p4 = linalg.qr(a, pivoting=True) >>> d = np.abs(np.diag(r4)) >>> np.all(d[1:] <= d[:-1]) True >>> np.allclose(a[:, p4], np.dot(q4, r4)) True >>> q4.shape, r4.shape, p4.shape ((9, 9), (9, 6), (6,)) >>> q5, r5, p5 = linalg.qr(a, mode='economic', pivoting=True) >>> q5.shape, r5.shape, p5.shape ((9, 6), (6, 6), (6,)) )