Merge 37b20f21744d8bdbf88fda470396765d815ee6c5 into 11330e464ba3a7f08aaf73bc918281472c503b1d

src/compute/models/linreg.rs

@@ -33,22 +33,3 @@ impl LinReg {
         }
     }
 }
-
-mod tests {
-
-    use super::LinReg;
-    use crate::matrix::{Matrix};
-
-    #[test]
-    fn test_linreg_fit_predict() {
-        let x = Matrix::from_vec(vec![1.0, 2.0, 3.0, 4.0], 4, 1);
-        let y = Matrix::from_vec(vec![2.0, 3.0, 4.0, 5.0], 4, 1);
-        let mut model = LinReg::new(1);
-        model.fit(&x, &y, 0.01, 10000);
-        let preds = model.predict(&x);
-        assert!((preds[(0, 0)] - 2.0).abs() < 1e-2);
-        assert!((preds[(1, 0)] - 3.0).abs() < 1e-2);
-        assert!((preds[(2, 0)] - 4.0).abs() < 1e-2);
-        assert!((preds[(3, 0)] - 5.0).abs() < 1e-2);
-    }
-}