From 4e67b94754f35c33f9162aa92655919e071f85f7 Mon Sep 17 00:00:00 2001
From: atgctg <105969161+atgctg@users.noreply.github.com>
Date: Thu, 9 Jun 2022 22:24:12 +0200
Subject: [PATCH] Fix minor typo

---
 extra_autodiff.ipynb | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/extra_autodiff.ipynb b/extra_autodiff.ipynb
index ca4f0c8da..c10af3e4d 100644
--- a/extra_autodiff.ipynb
+++ b/extra_autodiff.ipynb
@@ -499,7 +499,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "Look good. Now let's do the same thing using reverse mode autodiff. This time the algorithm would start from the right hand side so it would compute $\\dfrac{\\partial z}{\\partial s_1} = \\dfrac{\\partial \\sin(s_1)}{\\partial s_1}=\\cos(s_1)=\\cos(3^2)\\approx -0.91$. Next it would compute $\\dfrac{\\partial z}{\\partial x}=\\dfrac{\\partial s_1}{\\partial x}\\cdot\\dfrac{\\partial z}{\\partial s_1} \\approx \\dfrac{\\partial s_1}{\\partial x} \\cdot -0.91 = \\dfrac{\\partial x^2}{\\partial x} \\cdot -0.91=2x \\cdot -0.91 = 6\\cdot-0.91=-5.46$."
+    "Looks good. Now let's do the same thing using reverse mode autodiff. This time the algorithm would start from the right hand side so it would compute $\\dfrac{\\partial z}{\\partial s_1} = \\dfrac{\\partial \\sin(s_1)}{\\partial s_1}=\\cos(s_1)=\\cos(3^2)\\approx -0.91$. Next it would compute $\\dfrac{\\partial z}{\\partial x}=\\dfrac{\\partial s_1}{\\partial x}\\cdot\\dfrac{\\partial z}{\\partial s_1} \\approx \\dfrac{\\partial s_1}{\\partial x} \\cdot -0.91 = \\dfrac{\\partial x^2}{\\partial x} \\cdot -0.91=2x \\cdot -0.91 = 6\\cdot-0.91=-5.46$."
    ]
   },
   {