dwelltime: allow parallel bootstraps #736
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alessiamarcolini
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Mar 19, 2025
| @@ -158,6 +158,24 @@ def test_bootstrap_multi(min_obs, max_obs, ref_ci, time_step): | |||
| np.testing.assert_allclose(ci, ref_ci, rtol=1e-5) | |||
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| @pytest.mark.parametrize("num_components", [1, 2]) | |||
| def test_bootstrap_parallel(monkeypatch, exponential_data, num_components): | |||
| import multiprocessing.dummy | |||
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Why this PR?
Bootstrapping can become prohibitively expensive for large number of samples. This adds a small API which can be used to speed things up. Considering we may want >= 2 components in models we end up ranking this is low hanging fruit for speeding things up.