From ca1be3f09845422b0840088446c84f8b228dc18b Mon Sep 17 00:00:00 2001
From: Anselm Paulus <anselm.paulus@uni-tuebingen.de>
Date: Mon, 26 Aug 2024 12:40:56 +0200
Subject: [PATCH] cosmetics

---
 diffcp/utils.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/diffcp/utils.py b/diffcp/utils.py
index 588d9ac..affe8b3 100644
--- a/diffcp/utils.py
+++ b/diffcp/utils.py
@@ -139,9 +139,9 @@ def compute_adjoint_perturbed_solution(dx, dy, ds, tau, rho, A, b, c, P, cone_di
     For ds!=0 we rewrite the problem as an embedded problem.
     We add a constraint x'=s, replace all appearances of s with x' and solve
     argmin.     <[x, x'], [[P+rho*I,     0];  [x, x']> + <[c+tau*dx-rho*x^*, tau*ds-rho*s^*], [x, x']>
-                            [      0, rho*I]]
+                           [      0, rho*I]]
     subject to  [[A,  I];  [x, x'] + [s'; s] = [b-tau*dy; 0]
-                    [0, -I]]
+                 [0, -I]]
                 (s', s) \in (0 x K)
     Note that we also add a regularizer on s in this case (rho/2 |s-s^*|^2).