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21 changes: 21 additions & 0 deletions examples/solve.rs
Original file line number Diff line number Diff line change
@@ -0,0 +1,21 @@

extern crate ndarray;
extern crate ndarray_linalg;

use ndarray::*;
use ndarray_linalg::*;

// Solve `Ax=b` for many b with fixed A
fn factorize() -> Result<(), error::LinalgError> {
let a: Array2<f64> = random((3, 3));
let f = a.factorize_into()?; // LU factorize A (A is consumed)
for _ in 0..10 {
let b: Array1<f64> = random(3);
let x = f.solve(Transpose::No, b)?; // solve Ax=b using factorized L, U
}
Ok(())
}

fn main() {
factorize().unwrap();
}
7 changes: 3 additions & 4 deletions src/solve.rs
Original file line number Diff line number Diff line change
Expand Up @@ -75,14 +75,13 @@ where
}
}

impl<A, Si, So> Factorize<So> for ArrayBase<Si, Ix2>
impl<A, Si> Factorize<OwnedRepr<A>> for ArrayBase<Si, Ix2>
where
A: Scalar,
Si: Data<Elem = A>,
So: DataOwned<Elem = A> + DataMut,
{
fn factorize(&self) -> Result<Factorized<So>> {
let mut a: ArrayBase<So, Ix2> = replicate(self);
fn factorize(&self) -> Result<Factorized<OwnedRepr<A>>> {
let mut a: Array2<A> = replicate(self);
let ipiv = unsafe { A::lu(a.layout()?, a.as_allocated_mut()?)? };
Ok(Factorized { a: a, ipiv: ipiv })
}
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