Usage

Look at the modules API documentation at audeer to find usage examples for all available functions.

The following code example applies multi-threading with audeer.run_tasks() to estimate Pi with a Monte Carlo method.

import random

import audeer


def is_inside(p):
    x, y = random.random(), random.random()
    return x * x + y * y < 1


def pi(iterations=100_000):
    inside_samples = audeer.run_tasks(
        is_inside,
        [([n], {}) for n in range(0, iterations)],
        num_workers=4,
        progress_bar=True,
        task_description="Estimate PI",
    )
    return 4.0 * sum(inside_samples) / iterations

>>> random.seed(1)
>>> pi(1000)
3.112