Kernel Perceptron. Implement the kernel Perceptron algorithm, with the quadratic and RBF kernels.

$($a$)$ The data sets data$1.$txt and data$2.$txt contain $2-$d data with two classes $($coded as $-1$ and $1).$

Each row has three numbers: the two coordinates of the data points and the label.

$($b$)$ Run the kernel Perceptron with quadratic kernel on these two data sets. In each case, show a plot

that contains all the data points $($with different colors and shapes for different labels$)$ as well as

the decision region.

$($c$)$ Repeat for the RBF kernel. Show the results for two different settings of the scale parameter $.$