Created using Colaboratory

idoudali · Jan 2, 2024 · 8400d98 · 8400d98
1 parent adbf432
commit 8400d98
Showing 1 changed file with 13 additions and 13 deletions.
diff --git a/Notebooks/Chap07/7_1_Backpropagation_in_Toy_Model.ipynb b/Notebooks/Chap07/7_1_Backpropagation_in_Toy_Model.ipynb
@@ -4,7 +4,7 @@
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@@ -83,7 +83,7 @@
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@@ -97,7 +97,7 @@
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@@ -136,7 +136,7 @@
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@@ -175,7 +175,7 @@
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@@ -201,7 +201,7 @@
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@@ -261,7 +261,7 @@
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@@ -284,7 +284,7 @@
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@@ -362,7 +362,7 @@
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@@ -384,7 +384,7 @@
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@@ -414,7 +414,7 @@
         "\\frac{\\partial \\ell_i}{\\partial \\omega_{k}} &=& \\frac{\\partial f_{k}}{\\partial \\omega_{k}}\\frac{\\partial \\ell_i}{\\partial f_{k}}.\n",
         "\\end{eqnarray}\n",
         "\n",
-        "\\noindent In each case, the second term on the right-hand side was computed in step 2. When $k>0$, we have~$f_{k}=\\beta_{k}+\\omega_k \\cdot h_{k}$, so:\n",
+        "In each case, the second term on the right-hand side was computed in step 2. When $k>0$, we have~$f_{k}=\\beta_{k}+\\omega_k \\cdot h_{k}$, so:\n",
         "\n",
         "\\begin{eqnarray}\n",
         "\\frac{\\partial f_{k}}{\\partial \\beta_{k}} = 1 \\quad\\quad\\mbox{and}\\quad \\quad \\frac{\\partial f_{k}}{\\partial \\omega_{k}} &=& h_{k}.\n",
@@ -441,7 +441,7 @@
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@@ -464,7 +464,7 @@
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