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| import numpy as np | |
| import _pickle as pkl | |
| # activation functions | |
| def linear(x, derivative=False): | |
| return np.ones_like(x) if derivative else x | |
| def sigmoid(x, derivative=False): | |
| if derivative: | |
| y = sigmoid(x) |