From 2c60dc74496bfc2c8c6739c45f416afd89a4a5af Mon Sep 17 00:00:00 2001
From: tigco <15081919+tigco@users.noreply.github.com>
Date: Sat, 8 Sep 2018 17:58:59 +0300
Subject: [PATCH] Correct the minimization method in the example code

I believe you meant to use conjugate gradient algorithm here.
---
 Exercise3/exercise3.ipynb | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Exercise3/exercise3.ipynb b/Exercise3/exercise3.ipynb
index e37be91f..add80ef8 100755
--- a/Exercise3/exercise3.ipynb
+++ b/Exercise3/exercise3.ipynb
@@ -513,7 +513,7 @@
     "                                initial_theta, \n",
     "                                (X, (y == c), lambda_), \n",
     "                                jac=True, \n",
-    "                                method='TNC',\n",
+    "                                method='CG',\n",
     "                                options=options) \n",
     "    \"\"\"\n",
     "    # Some useful variables\n",