44 lines
758 B
Python
44 lines
758 B
Python
import numpy as np
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from .func_fit import FuncFit
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class XOR3d(FuncFit):
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def __init__(self, error_method: str = 'mse'):
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super().__init__(error_method)
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@property
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def inputs(self):
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return np.array([
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[0, 0, 0],
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[0, 0, 1],
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[0, 1, 0],
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[0, 1, 1],
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[1, 0, 0],
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[1, 0, 1],
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[1, 1, 0],
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[1, 1, 1],
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])
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@property
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def targets(self):
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return np.array([
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[0],
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[1],
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[1],
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[0],
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[1],
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[0],
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[0],
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[1]
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])
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@property
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def input_shape(self):
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return 8, 3
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@property
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def output_shape(self):
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return 8, 1
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