gistfile1.txt

def get_data(n_clients):
    """This is just to see the client data we're dealing with."""
    return X, y, X_test, y_test
    
def mean_square_error(y_pred, y):
    """"Calculate MSE for whatever model you're using."""
    
class Server:
    """Hold the private key. Decrypt the average gradient. This is for privacy."""

class Client:
    """This will run your model and send updates to the server."""
    
for i in range(n_iter):
    # Now we can compute client gradients, and send them back up to the server.