From 51c582f6937461b294661637d508c45a2a09e36a Mon Sep 17 00:00:00 2001
From: udlbook <110402648+udlbook@users.noreply.github.com>
Date: Sun, 24 Dec 2023 11:36:07 -0500
Subject: [PATCH] Update 6_2_Gradient_Descent.ipynb

---
 Notebooks/Chap06/6_2_Gradient_Descent.ipynb | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/Notebooks/Chap06/6_2_Gradient_Descent.ipynb b/Notebooks/Chap06/6_2_Gradient_Descent.ipynb
index f0d10d9..7082444 100644
--- a/Notebooks/Chap06/6_2_Gradient_Descent.ipynb
+++ b/Notebooks/Chap06/6_2_Gradient_Descent.ipynb
@@ -300,7 +300,7 @@
     {
       "cell_type": "markdown",
       "source": [
-        "Now we are ready to perform gradient descent.  We'll need to use our line search routine from noteboo 6.1, which I've reproduced here plus the helper function loss_function_1D that converts from a 2D problem to a 1D problem"
+        "Now we are ready to perform gradient descent.  We'll need to use our line search routine from notebook 6.1, which I've reproduced here plus the helper function loss_function_1D that maps the search along the negative gradient direction in 2D space to a 1D problem (distance along this direction)"
       ],
       "metadata": {
         "id": "5EIjMM9Fw2eT"
@@ -417,4 +417,4 @@
       "outputs": []
     }
   ]
-}
\ No newline at end of file
+}