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Fixing alternate text for Figure 3
"algorithms" was mis-spelled as "algorthims"
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samples/core/get_started/eager.ipynb

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@@ -557,7 +557,7 @@
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"<table>\n",
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" <tr><td>\n",
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" <img src=\"https://cs231n.github.io/assets/nn3/opt1.gif\" width=\"70%\"\n",
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" alt=\"Optimization algorthims visualized over time in 3D space.\">\n",
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" alt=\"Optimization algorithms visualized over time in 3D space.\">\n",
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" </td></tr>\n",
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" <tr><td align=\"center\">\n",
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" <b>Figure 3.</b> Optimization algorithms visualized over time in 3D space. (Source: <a href=\"http://cs231n.github.io/neural-networks-3/\">Stanford class CS231n</a>, MIT License)<br/>&nbsp;\n",

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