fix: minor refactoring
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+11
-11
@@ -6,13 +6,13 @@ use crate::math::num::FloatExt;
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use std::fmt::Debug;
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#[derive(Debug, Clone)]
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pub struct EVD<T: FloatExt + Debug, M: BaseMatrix<T>> {
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pub struct EVD<T: FloatExt, M: BaseMatrix<T>> {
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pub d: Vec<T>,
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pub e: Vec<T>,
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pub V: M
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}
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impl<T: FloatExt + Debug, M: BaseMatrix<T>> EVD<T, M> {
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impl<T: FloatExt, M: BaseMatrix<T>> EVD<T, M> {
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pub fn new(V: M, d: Vec<T>, e: Vec<T>) -> EVD<T, M> {
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EVD {
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d: d,
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@@ -22,7 +22,7 @@ impl<T: FloatExt + Debug, M: BaseMatrix<T>> EVD<T, M> {
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}
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}
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pub trait EVDDecomposableMatrix<T: FloatExt + Debug>: BaseMatrix<T> {
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pub trait EVDDecomposableMatrix<T: FloatExt>: BaseMatrix<T> {
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fn evd(&self, symmetric: bool) -> EVD<T, Self>{
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self.clone().evd_mut(symmetric)
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@@ -68,7 +68,7 @@ pub trait EVDDecomposableMatrix<T: FloatExt + Debug>: BaseMatrix<T> {
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}
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}
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fn tred2<T: FloatExt + Debug, M: BaseMatrix<T>>(V: &mut M, d: &mut Vec<T>, e: &mut Vec<T>) {
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fn tred2<T: FloatExt, M: BaseMatrix<T>>(V: &mut M, d: &mut Vec<T>, e: &mut Vec<T>) {
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let (n, _) = V.shape();
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for i in 0..n {
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@@ -172,7 +172,7 @@ fn tred2<T: FloatExt + Debug, M: BaseMatrix<T>>(V: &mut M, d: &mut Vec<T>, e: &m
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e[0] = T::zero();
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}
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fn tql2<T: FloatExt + Debug, M: BaseMatrix<T>>(V: &mut M, d: &mut Vec<T>, e: &mut Vec<T>) {
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fn tql2<T: FloatExt, M: BaseMatrix<T>>(V: &mut M, d: &mut Vec<T>, e: &mut Vec<T>) {
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let (n, _) = V.shape();
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for i in 1..n {
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e[i - 1] = e[i];
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@@ -288,7 +288,7 @@ fn tql2<T: FloatExt + Debug, M: BaseMatrix<T>>(V: &mut M, d: &mut Vec<T>, e: &mu
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}
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}
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fn balance<T: FloatExt + Debug, M: BaseMatrix<T>>(A: &mut M) -> Vec<T> {
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fn balance<T: FloatExt, M: BaseMatrix<T>>(A: &mut M) -> Vec<T> {
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let radix = T::two();
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let sqrdx = radix * radix;
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@@ -341,7 +341,7 @@ fn balance<T: FloatExt + Debug, M: BaseMatrix<T>>(A: &mut M) -> Vec<T> {
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return scale;
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}
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fn elmhes<T: FloatExt + Debug, M: BaseMatrix<T>>(A: &mut M) -> Vec<usize> {
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fn elmhes<T: FloatExt, M: BaseMatrix<T>>(A: &mut M) -> Vec<usize> {
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let (n, _) = A.shape();
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let mut perm = vec![0; n];
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@@ -387,7 +387,7 @@ fn elmhes<T: FloatExt + Debug, M: BaseMatrix<T>>(A: &mut M) -> Vec<usize> {
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return perm;
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}
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fn eltran<T: FloatExt + Debug, M: BaseMatrix<T>>(A: &M, V: &mut M, perm: &Vec<usize>) {
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fn eltran<T: FloatExt, M: BaseMatrix<T>>(A: &M, V: &mut M, perm: &Vec<usize>) {
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let (n, _) = A.shape();
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for mp in (1..n - 1).rev() {
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for k in mp + 1..n {
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@@ -404,7 +404,7 @@ fn eltran<T: FloatExt + Debug, M: BaseMatrix<T>>(A: &M, V: &mut M, perm: &Vec<us
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}
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}
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fn hqr2<T: FloatExt + Debug, M: BaseMatrix<T>>(A: &mut M, V: &mut M, d: &mut Vec<T>, e: &mut Vec<T>) {
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fn hqr2<T: FloatExt, M: BaseMatrix<T>>(A: &mut M, V: &mut M, d: &mut Vec<T>, e: &mut Vec<T>) {
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let (n, _) = A.shape();
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let mut z = T::zero();
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let mut s = T::zero();
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@@ -742,7 +742,7 @@ fn hqr2<T: FloatExt + Debug, M: BaseMatrix<T>>(A: &mut M, V: &mut M, d: &mut Vec
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}
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}
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fn balbak<T: FloatExt + Debug, M: BaseMatrix<T>>(V: &mut M, scale: &Vec<T>) {
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fn balbak<T: FloatExt, M: BaseMatrix<T>>(V: &mut M, scale: &Vec<T>) {
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let (n, _) = V.shape();
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for i in 0..n {
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for j in 0..n {
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@@ -751,7 +751,7 @@ fn balbak<T: FloatExt + Debug, M: BaseMatrix<T>>(V: &mut M, scale: &Vec<T>) {
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}
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}
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fn sort<T: FloatExt + Debug, M: BaseMatrix<T>>(d: &mut Vec<T>, e: &mut Vec<T>, V: &mut M) {
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fn sort<T: FloatExt, M: BaseMatrix<T>>(d: &mut Vec<T>, e: &mut Vec<T>, V: &mut M) {
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let n = d.len();
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let mut temp = vec![T::zero(); n];
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for j in 1..n {
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