def run_one_model(model, x_train, x_test, epc, name="model"):
name += adding
cprint(name, "green")
start_time = time()
sc_epc = show(model,
x_train,
x_test,
y_train,
y_test,
plt=True,
eps=epc,
plt_title=name)
scores[name] = [sc_epc, (time() - start_time)]
clear_session()
#coding=utf-8
'''
hooktest
'''
import func
def _hook_show(*args, **kwargs):
print "hook show func"
realfun, = args
return apply(realfun)
def hook():
_show = func.show
func.show = lambda: apply(_hook_show, (_show, )) #hook
if __name__ == "__main__":
hook()
func.show()
def hook():
_show = func.show()
# print("_show: ",_show)
func.show = lambda: secu.apply(_hook_show, (_show, ))
[0, 7, 0, 0, 0, 0, 0, 0, 0], [0, 0, 0, 6, 0, 0, 1, 0, 0],
[0, 0, 0, 0, 0, 0, 0, 0, 4], [0, 0, 8, 0, 0, 5, 0, 7, 0],
[0, 0, 0, 0, 0, 0, 0, 8, 0], [0, 0, 0, 0, 1, 0, 7, 5, 0],
[0, 0, 0, 0, 7, 0, 0, 4, 2]])
#условие, с которым алгоритм справится за один заход
board2 = np.array([[4, 2, 6, 8, 1, 9, 5, 7, 3], [9, 8, 3, 5, 7, 4, 2, 1, 6],
[5, 1, 7, 2, 3, 6, 4, 8, 9], [1, 5, 8, 3, 4, 2, 9, 6, 7],
[7, 4, 2, 9, 6, 8, 1, 3, 5], [3, 6, 9, 7, 5, 1, 8, 4, 2],
[2, 7, 4, 6, 8, 5, 3, 9, 1], [8, 3, 5, 1, 9, 7, 6, 2, 4],
[6, 9, 1, 4, 2, 3, 7, 5, 0]])
#невозможное условие, алгоритм должен сразу понять
board3 = np.array([[1, 2, 3, 4, 5, 6, 7, 8, 0], [0, 0, 0, 0, 0, 0, 0, 0, 9],
[0, 0, 0, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 0, 0, 0, 0],
[0, 0, 0, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 5, 0, 0, 0],
[0, 0, 0, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 0, 0, 0, 0],
[0, 0, 0, 0, 0, 0, 0, 0, 0]])
#нулевая доска
board0 = np.zeros((9, 9), int)
#второе условия с диска, неоднозначное
board5 = np.array([[8, 1, 0, 0, 3, 0, 0, 2, 7], [0, 6, 2, 0, 0, 0, 0, 9, 0],
[0, 7, 0, 0, 0, 0, 0, 0, 0], [0, 0, 0, 6, 0, 0, 1, 0, 0],
[0, 0, 0, 0, 0, 0, 0, 0, 4], [0, 0, 8, 0, 0, 5, 0, 7, 0],
[0, 0, 0, 0, 0, 0, 0, 8, 0], [0, 0, 0, 0, 1, 0, 7, 5, 0],
[0, 0, 0, 0, 7, 0, 0, 4, 2]])
massive = [board, board5, board1, board2, board3, board0]
#simple_solve(create_q(board5))
for i in range(200):
q = hard_solve(create_q(massive[np.random.randint(len(massive))]))
show(make_board(q))