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e46573a01d
* increase test coverage * use define by run only when needed * warmstart bs * classification -> binary, multi * warm start with evaluated rewards * data transformer; resource attr for gs * BlendSearchTuner bug fix and unittest * bug fix * docstr and import * task type
19 lines
608 B
Python
19 lines
608 B
Python
from flaml.tune.sample import (
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BaseSampler, PolynomialExpansionSet, Domain,
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uniform, quniform, choice, randint, qrandint, randn,
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qrandn, loguniform, qloguniform, lograndint, qlograndint)
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def test_sampler():
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print(randn().sample(size=2))
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print(PolynomialExpansionSet(), BaseSampler())
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print(qrandn(2, 10, 2).sample(size=2))
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c = choice([1, 2])
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print(c.domain_str, len(c), c.is_valid(3))
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i = randint(1, 10)
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print(i.domain_str, i.is_valid(10))
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d = Domain()
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print(d.domain_str, d.is_function())
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d.default_sampler_cls = BaseSampler
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print(d.get_sampler())
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