Address review comments
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325618ba22
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@ -2,6 +2,7 @@
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use serde::{Deserialize, Serialize};
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use std::any::TypeId;
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use approx::AbsDiffEq;
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use num::{One, Zero};
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use crate::allocator::Allocator;
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@ -93,7 +94,14 @@ where
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/// The singular values are not guaranteed to be sorted in any particular order.
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/// If a descending order is required, consider using `new` instead.
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pub fn new_unordered(matrix: OMatrix<T, R, C>, compute_u: bool, compute_v: bool) -> Self {
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Self::try_new_unordered(matrix, compute_u, compute_v, crate::convert(1e-15), 0).unwrap()
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Self::try_new_unordered(
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matrix,
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compute_u,
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compute_v,
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T::RealField::default_epsilon() * crate::convert(5.0),
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0,
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)
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.unwrap()
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}
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/// Attempts to compute the Singular Value Decomposition of `matrix` using implicit shift.
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@ -462,8 +462,8 @@ fn svd_sorted() {
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}
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#[test]
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// Exercises bug reported in issue #983 of nalgebra
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fn svd_consistent() {
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// Exercises bug reported in issue #983 of nalgebra (https://github.com/dimforge/nalgebra/issues/983)
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fn svd_regression_issue_983() {
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let m = nalgebra::dmatrix![
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10.74785316637712f64, -5.994983325167452, -6.064492921857296;
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-4.149751381521569, 20.654504205822462, -4.470436210703133;
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@ -475,12 +475,12 @@ fn svd_consistent() {
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let svd3 = m.clone().svd(true, false);
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let svd4 = m.svd(false, false);
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assert_relative_eq!(svd1.singular_values, svd2.singular_values, epsilon = 1e-5);
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assert_relative_eq!(svd1.singular_values, svd3.singular_values, epsilon = 1e-5);
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assert_relative_eq!(svd1.singular_values, svd4.singular_values, epsilon = 1e-5);
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assert_relative_eq!(svd1.singular_values, svd2.singular_values, epsilon = 1e-9);
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assert_relative_eq!(svd1.singular_values, svd3.singular_values, epsilon = 1e-9);
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assert_relative_eq!(svd1.singular_values, svd4.singular_values, epsilon = 1e-9);
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assert_relative_eq!(
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svd1.singular_values,
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nalgebra::dvector![3.16188022e+01, 2.23811978e+01, 0.],
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epsilon = 1e-5
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epsilon = 1e-6
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);
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}
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