Update math to conform with gitlab markdown
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+ 161
− 41
@@ -21,36 +25,36 @@ Here we focus on neural networks as a special model class used for function appr
@@ -59,9 +63,9 @@ A typical graphical representation of the neural network looks like this:
@@ -71,32 +75,148 @@ The important part is the non-linearity, as otherwise the neural network would b