2023-09-23 05:04:06 +00:00
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import random
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import click
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def evaluate(w, p):
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result = sum(map(lambda s: s[0] * s[1], zip(w, p)))
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return result
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@click.command()
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@click.option('--dimensions', default=2, help='Number of dimensions')
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@click.option('--count', default=2000, help='How many points to generate')
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def generate_test_data(dimensions: int, count: int):
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actual_w = [random.uniform(0.0, 1.0) for _ in range(dimensions)]
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for _ in range(count):
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point = [random.uniform(0.0, 1.0) for _ in range(dimensions)]
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y = evaluate(actual_w, point)
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print(point, y)
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if __name__ == '__main__':
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generate_test_data()
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