From f804e973c6e9803d4f23c5f0b48cd364cdc9a9bf Mon Sep 17 00:00:00 2001
From: RichieHakim <RichHakim@gmail.com>
Date: Fri, 12 Apr 2024 22:25:07 -0400
Subject: [PATCH] BUG fix

---
 bnpm/similarity.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/bnpm/similarity.py b/bnpm/similarity.py
index be8b152..09d45c5 100644
--- a/bnpm/similarity.py
+++ b/bnpm/similarity.py
@@ -266,7 +266,7 @@ def orthogonalize_matrix_nearest(X: Union[np.ndarray, torch.Tensor], center=True
 
     Q = qr(X)[0]
     w, scale = op(Q, X)
-    return w @ scale
+    return Q @ w
 
 
 @njit