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| import numpy as np | |
| import tensorflow as tf | |
| import matplotlib.pyplot as plt | |
| def generate_dataset(): | |
| x_batch = np.linspace(0, 2, 100) | |
| y_batch = 1.5 * x_batch + np.random.randn(*x_batch.shape) * 0.2 + 0.5 | |
| return x_batch, y_batch |
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