unified caps of headings
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@@ -10,7 +10,7 @@ hence is worth studying. While it typically yields inferior results to approache
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couple with physics, it nonetheless can be the only choice in certain application scenarios where no good
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model equations exist.
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## Problem Setting
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## Problem setting
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For supervised training, we're faced with an
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unknown function $f^*(x)=y^*$, collect lots of pairs of data $[x_0,y^*_0], ...[x_n,y^*_n]$ (the training data set)
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