nalgebra/tests/linalg/convolution.rs

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use na::linalg::{convolve_full,convolve_valid,convolve_same};
use na::{Vector2,Vector4,DVector};
//
// Should mimic calculations in Python's scipy library
// >>>from scipy.signal import convolve
//
// >>> convolve([1,2,3,4],[1,2],"same")
// array([ 1, 4, 7, 10])
#[test]
fn convolve_same_check(){
let vec = Vector4::new(1.0,2.0,3.0,4.0);
let ker = Vector2::new(1.0,2.0);
let actual = DVector::from_vec(4, vec![1.0,4.0,7.0,10.0]);
let expected = convolve_same(vec,ker);
assert!(relative_eq!(actual, expected, epsilon = 1.0e-7));
}
// >>> convolve([1,2,3,4],[1,2],"valid")
// array([ 1, 4, 7, 10, 8])
#[test]
fn convolve_full_check(){
let vec = Vector4::new(1.0,2.0,3.0,4.0);
let ker = Vector2::new(1.0,2.0);
let actual = DVector::from_vec(5, vec![1.0,4.0,7.0,10.0,8.0]);
let expected = convolve_full(vec,ker);
assert!(relative_eq!(actual, expected, epsilon = 1.0e-7));
}
// >>> convolve([1,2,3,4],[1,2],"valid")
// array([ 4, 7, 10])
#[test]
fn convolve_valid_check(){
let vec = Vector4::new(1.0,2.0,3.0,4.0);
let ker = Vector2::new(1.0,2.0);
let actual = DVector::from_vec(3, vec![4.0,7.0,10.0]);
let expected = convolve_valid(vec,ker);
assert!(relative_eq!(actual, expected, epsilon = 1.0e-7));
}