#building а neural network
class Net(torch.nn.Module):
    def __init__(self):
        super(Net, self).__init__()
        self.hiddenLayerOne = torch.nn.Linear(2,32)      #creates linear transformation
        self.m=torch.nn.Sigmoid()                        #and puts it trough activation
        self.hiddenLayerTwo = torch.nn.Linear(32,32)     #function
        self.output = torch.nn.Linear(32,2)

    def forward(self, x):
        x = self.hiddenLayerOne(x)
        x= self.m(x)
        x= self.hiddenLayerTwo(x)
        x = self.output(x)                               #passing x trough operations
        return x