Fix minor typos in 6_1_Line_Search.ipynb and 6_2_Gradient_Descent.ipynb
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@@ -113,7 +113,7 @@
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" b = 0.33\n",
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" c = 0.66\n",
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" d = 1.0\n",
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" n_iter =0;\n",
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" n_iter = 0\n",
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"\n",
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" # While we haven't found the minimum closely enough\n",
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" while np.abs(b-c) > thresh and n_iter < max_iter:\n",
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@@ -131,8 +131,7 @@
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"\n",
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" print('Iter %d, a=%3.3f, b=%3.3f, c=%3.3f, d=%3.3f'%(n_iter, a,b,c,d))\n",
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"\n",
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" # Rule #1 If the HEIGHT at point A is less the HEIGHT at points B, C, and D then halve values of B, C, and D\n",
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" # i.e. bring them closer to the original point\n",
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" # Rule #1 If the HEIGHT at point A is less than the HEIGHT at points B, C, and D then halve values of B, C, and D\n",
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" # i.e. bring them closer to the original point\n",
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" # TODO REPLACE THE BLOCK OF CODE BELOW WITH THIS RULE\n",
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" if (0):\n",
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@@ -140,7 +139,7 @@
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"\n",
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"\n",
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" # Rule #2 If the HEIGHT at point b is less than the HEIGHT at point c then\n",
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" # then point d becomes point c, and\n",
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" # point d becomes point c, and\n",
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" # point b becomes 1/3 between a and new d\n",
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" # point c becomes 2/3 between a and new d\n",
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" # TODO REPLACE THE BLOCK OF CODE BELOW WITH THIS RULE\n",
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@@ -148,7 +147,7 @@
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" continue;\n",
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"\n",
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" # Rule #3 If the HEIGHT at point c is less than the HEIGHT at point b then\n",
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" # then point a becomes point b, and\n",
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" # point a becomes point b, and\n",
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" # point b becomes 1/3 between new a and d\n",
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" # point c becomes 2/3 between new a and d\n",
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" # TODO REPLACE THE BLOCK OF CODE BELOW WITH THIS RULE\n",
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@@ -190,4 +189,4 @@
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"outputs": []
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}
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]
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}
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}
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@@ -117,7 +117,7 @@
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"id": "QU5mdGvpTtEG"
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},
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"source": [
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"Now lets create compute the sum of squares loss for the training data"
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"Now let's compute the sum of squares loss for the training data"
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]
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},
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{
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@@ -341,7 +341,7 @@
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" continue;\n",
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"\n",
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" # Rule #2 If point b is less than point c then\n",
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" # then point d becomes point c, and\n",
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" # point d becomes point c, and\n",
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" # point b becomes 1/3 between a and new d\n",
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" # point c becomes 2/3 between a and new d\n",
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" if lossb < lossc:\n",
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@@ -351,7 +351,7 @@
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" continue\n",
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"\n",
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" # Rule #2 If point c is less than point b then\n",
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" # then point a becomes point b, and\n",
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" # point a becomes point b, and\n",
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" # point b becomes 1/3 between new a and d\n",
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" # point c becomes 2/3 between new a and d\n",
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" a = b\n",
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