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