In the lecture we discussed a simple regression problem, where points are coming from the line y$=2$x$+1,$ plus some noise. For this question you are asked to:

$($i$)$ Generate data points coming from a quadratic function: y$=$x$2+3$x$+10,$ plus some noise.

$($ii$)$ Modify the PyTorch model from the class in order for it to learn a quadratic function of the form y$=$ax$2+$bx$+$c $.$

$($iii$)$ Train your model and report what values it computes. $($Sanity check: These sould be close to $-1,3,10)$