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docker-python/tests/test_optuna.py at master · HpcDataLab/docker-python · GitHub
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test_optuna.py
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import
unittest
import
optuna
class
TestOptuna
(
unittest
.
TestCase
):
def
test_study
(
self
):
def
objective
(
trial
):
x
=
trial
.
suggest_uniform
(
'x'
,
-
1.
,
1.
)
return
x
**
2
n_trials
=
20
study
=
optuna
.
create_study
()
study
.
optimize
(
objective
,
n_trials
=
n_trials
)
self
.
assertEqual
(
len
(
study
.
trials
),
n_trials
)
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