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use impl_prelude::*;
pub struct SVDSolution<T: LinxalImplScalar> {
pub values: Array<T::RealPart, Ix1>,
pub left_vectors: Option<Array<T, Ix2>>,
pub right_vectors: Option<Array<T, Ix2>>,
}
impl<T: LinxalImplScalar> SVDSolution<T> {
pub fn is_reconstructable(&self) -> bool {
self.left_vectors.is_some() && self.right_vectors.is_some()
}
pub fn reconstruct(&self) -> Option<Array<T, Ix2>> {
match (&self.left_vectors, &self.right_vectors) {
(&Some(ref u), &Some(ref vt)) => {
let mut d: Array<T, Ix2> = Array::zeros((u.dim().1, vt.dim().0));
d.diag_mut().zip_mut_with(&self.values, |dx, vx| {
*dx = T::from_real(*vx)
});
Some(u.dot(&d.dot(vt)))
},
_ => None
}
}
}
#[derive(Debug)]
pub enum SVDError {
Unconverged,
IllegalParameter(i32),
BadLayout,
}