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44aefe9
1
Parent(s):
edb2cd6
Create unittest for explicit names
Browse files- test/test.py +9 -0
test/test.py
CHANGED
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@@ -43,6 +43,15 @@ class TestPipeline(unittest.TestCase):
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print(model.equations_)
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self.assertLessEqual(model.get_best()["loss"], 1e-4)
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def test_linear_relation_weighted(self):
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y = self.X[:, 0]
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weights = np.ones_like(y)
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print(model.equations_)
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self.assertLessEqual(model.get_best()["loss"], 1e-4)
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def test_linear_relation_named(self):
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y = self.X[:, 0]
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model = PySRRegressor(
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**self.default_test_kwargs,
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early_stop_condition="stop_if(loss, complexity) = loss < 1e-4 && complexity == 1",
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)
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model.fit(self.X, y, variable_names=["c1", "c2", "c3", "c4", "c5"])
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self.assertIn("c1", model.equations_.iloc[-1]["equation"])
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def test_linear_relation_weighted(self):
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y = self.X[:, 0]
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weights = np.ones_like(y)
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