24 lines
533 B
Python
24 lines
533 B
Python
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import generate
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import visual
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import neuro_defs
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dataset = generate.generate_dataset(100)
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# Создаём и обучаем сеть
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nn = neuro_defs.SimpleNN()
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epoch = 100
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for i in range(epoch):
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nn.train(dataset.train, dataset.train_answs, epochs=1)
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if epoch % 10 == 0:
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print("*"*(i//10) + "-"*((epoch-i)//10))
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# Проверяем на новой точке
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for dot in range(len(dataset.test)):
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print(nn.forward(*dataset.test[dot]).val, dataset.test_answs[dot])
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print()
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# visual.plot_dataset(dataset)
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# visual.plt_show() |