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D-X-Y
2021-04-22 19:12:21 +08:00
parent cd253112ee
commit 275831b375
12 changed files with 1127 additions and 596 deletions
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24
tests/test_synthetic.py
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@@ -13,9 +13,33 @@ print("library path: {:}".format(lib_dir))
if str(lib_dir) not in sys.path:
sys.path.insert(0, str(lib_dir))
from datasets import QuadraticFunction
from datasets import SynAdaptiveEnv
class TestQuadraticFunction(unittest.TestCase):
"""Test the quadratic function."""
def test_simple(self):
function = QuadraticFunction([[0, 1], [0.5, 4], [1, 1]])
print(function)
for x in (0, 0.5, 1):
print("f({:})={:}".format(x, function[x]))
thresh = 0.2
self.assertTrue(abs(function[0] - 1) < thresh)
self.assertTrue(abs(function[0.5] - 4) < thresh)
self.assertTrue(abs(function[1] - 1) < thresh)
def test_none(self):
function = QuadraticFunction()
function.fit([[0, 1], [0.5, 4], [1, 1]], max_iter=3000, verbose=True)
print(function)
thresh = 0.2
self.assertTrue(abs(function[0] - 1) < thresh)
self.assertTrue(abs(function[0.5] - 4) < thresh)
self.assertTrue(abs(function[1] - 1) < thresh)
class TestSynAdaptiveEnv(unittest.TestCase):
"""Test the synethtic adaptive environment."""