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Complete Super Linear

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This commit is contained in:
D-X-Y
2021-03-19 15:17:49 +08:00
parent 9c5ae93494
commit 51c626c96d
8 changed files with 161 additions and 31 deletions
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21
tests/test_basic_space.py
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@@ -41,14 +41,14 @@ class TestBasicSpace(unittest.TestCase):
def test_continuous(self):
random.seed(999)
space = Continuous(0, 1)
self.assertGreaterEqual(space.random(), 0)
self.assertGreaterEqual(1, space.random())
self.assertGreaterEqual(space.random().value, 0)
self.assertGreaterEqual(1, space.random().value)
lower, upper = 1.5, 4.6
space = Continuous(lower, upper, log=False)
values = []
for i in range(1000000):
x = space.random()
x = space.random().value
self.assertGreaterEqual(x, lower)
self.assertGreaterEqual(upper, x)
values.append(x)
@@ -89,7 +89,7 @@ class TestBasicSpace(unittest.TestCase):
Categorical(4, Categorical(5, 6, 7, Categorical(8, 9), 10), 11),
12,
)
print(nested_space)
print("\nThe nested search space:\n{:}".format(nested_space))
for i in range(1, 13):
self.assertTrue(nested_space.has(i))
@@ -102,6 +102,19 @@ class TestAbstractSpace(unittest.TestCase):
"""Test the abstract search spaces."""
def test_continous(self):
print("")
space = Continuous(0, 1)
self.assertEqual(space, space.abstract())
print("The abstract search space for Continuous: {:}".format(space.abstract()))
space = Categorical(1, 2, 3)
self.assertEqual(len(space.abstract()), 3)
print(space.abstract())
nested_space = Categorical(
Categorical(1, 2, 3),
Categorical(4, Categorical(5, 6, 7, Categorical(8, 9), 10), 11),
12,
)
abstract_nested_space = nested_space.abstract()
print("The abstract nested search space:\n{:}".format(abstract_nested_space))