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Add test for custom loss string
Browse files- pysr/test/test.py +2 -1
pysr/test/test.py
CHANGED
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@@ -87,11 +87,12 @@ class TestPipeline(unittest.TestCase):
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print(model.equations_)
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self.assertLessEqual(model.equations_.iloc[-1]["loss"], 1e-4)
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def
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y = 1.23456789 * 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 == 3",
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precision=64,
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parsimony=0.01,
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warm_start=True,
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print(model.equations_)
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self.assertLessEqual(model.equations_.iloc[-1]["loss"], 1e-4)
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+
def test_high_precision_search_custom_loss(self):
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y = 1.23456789 * 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 == 3",
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loss="my_loss(prediction, target) = (prediction - target)^2",
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precision=64,
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parsimony=0.01,
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warm_start=True,
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