human
Solve the following python programming problem given the following code:
# Create logistic_regression class

class logistic_regression(nn.Module):
    
    # Construstor
    def __init__(self,n_inputs):
        super(logistic_regression, self).__init__()
        self.linear = nn.Linear(n_inputs, 1)
        
    # Prediction    
    def forward(self, x):
        yhat = torch.sigmoid(self.linear(x))
        return yhat
Given the above code, generate some markdown instructions for it.
assistant
#Here is the Python program you requested.

<!--Empty Space for separating topics-->

<h2 id="Model_Cost">Create the Model and Total Loss Function (Cost)</h2>

Create a custom module for logistic regression: