Voice et bot modif
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10774 changed files with 634644 additions and 933308 deletions
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@ -61,7 +61,6 @@ from numpy._core import (
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overrides,
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prod,
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reciprocal,
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sign,
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single,
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sort,
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sqrt,
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@ -1810,7 +1809,8 @@ def svd(a, full_matrices=True, compute_uv=True, hermitian=False):
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# and related arrays to have the correct order
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if compute_uv:
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s, u = eigh(a)
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sgn = sign(s)
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# avoid zero sign
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sgn = np.copysign(1.0, s)
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s = abs(s)
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sidx = argsort(s)[..., ::-1]
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sgn = np.take_along_axis(sgn, sidx, axis=-1)
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@ -2130,6 +2130,7 @@ def matrix_rank(A, tol=None, hermitian=False, *, rtol=None):
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A = asarray(A)
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if A.ndim < 2:
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return int(not all(A == 0))
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S = svd(A, compute_uv=False, hermitian=hermitian)
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if tol is None:
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@ -2137,7 +2138,7 @@ def matrix_rank(A, tol=None, hermitian=False, *, rtol=None):
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rtol = max(A.shape[-2:]) * finfo(S.dtype).eps
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else:
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rtol = asarray(rtol)[..., newaxis]
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tol = S.max(axis=-1, keepdims=True) * rtol
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tol = S.max(axis=-1, keepdims=True, initial=0) * rtol
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else:
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tol = asarray(tol)[..., newaxis]
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