diff --git a/dislib/decomposition/randomsvd/base.py b/dislib/decomposition/randomsvd/base.py index 32d11128..989f3add 100644 --- a/dislib/decomposition/randomsvd/base.py +++ b/dislib/decomposition/randomsvd/base.py @@ -244,7 +244,7 @@ def random_svd(a, iters, epsilon, tol, nsv=None, k=None, verbose=False): -------- >>> import numpy as np >>> import dislib as ds - >>> from dislib.decomposition import lanczos_svd + >>> from dislib.decomposition import random_svd >>> >>> def create_matrix(m, n): >>> # Define the range of exponents for the singular values @@ -266,7 +266,7 @@ def random_svd(a, iters, epsilon, tol, nsv=None, k=None, verbose=False): >>> def main(): >>> A, sing_values = create_matrix(50000, 150) >>> A = ds.array(A, block_size=(50000, 20)) - >>> u, s, v = lanczos_svd(A, iters=5, epsilon=0.5, tol=1e-3, + >>> u, s, v = random_svd(A, iters=5, epsilon=0.5, tol=1e-3, >>> nsv=15, k=40, verbose=True) >>> s = s.collect() >>> print("Singular values computed: " + str(s), flush=True)