def __init__(self, dataset, nodes, sigma_0, learn_rate_0, total_iterations,
scaler, sigma_timeconst, learn_t, plot_interval):
SOM.__init__(self,
dataset,
nodes,
sigma_0=sigma_0,
learn_rate_0=learn_rate_0,
total_iterations=total_iterations,
sigma_timeconst=sigma_timeconst,
learn_timeconst=learn_t,
plot_interval=plot_interval,
graphics=TSPGraphics())
self.scaler = scaler
def __init__(self, train_x, train_y, test_x, test_y, nodes, sigma_0,
learn_rate_0, total_iterations, learn_rate_timeconst, scaler,
sigma_timeconst, plot_interval):
SOM.__init__(self,
train_x,
nodes,
sigma_0,
learn_rate_0,
sigma_timeconst,
learn_rate_timeconst,
total_iterations,
plot_interval=plot_interval,
graphics=MNISTGraphics())
self.scaler = scaler
self.train_y = train_y
self.test_x = test_x
self.test_y = test_y