#NEWLINE# def test_FitAutomaticValidation( self ) : #NEWLINE# #INDENT# ( a_in , a_out ) = ( numpy . zeros ( ( 8 , 16 ) ) , numpy . zeros ( ( 8 , 4 ) ) ) #NEWLINE# self . nn = MLP ( layers = [ L ( 'Linear' ) ] , learning_rate = 0.001 , n_iter = 10 , n_stable = 1 , f_stable = 0.1 , valid_size = 0.25 ) #NEWLINE# self . nn . _fit ( a_in , a_in )