Spaces:
Sleeping
Sleeping
Commit
·
529ca52
1
Parent(s):
a39e08e
Roll back some test changes for new hyperparams
Browse files- test/test.py +2 -1
test/test.py
CHANGED
|
@@ -21,7 +21,6 @@ class TestPipeline(unittest.TestCase):
|
|
| 21 |
)
|
| 22 |
self.default_test_kwargs = dict(
|
| 23 |
niterations=default_niterations * 2,
|
| 24 |
-
model_selection="accuracy",
|
| 25 |
populations=default_populations * 2,
|
| 26 |
)
|
| 27 |
np.random.seed(0)
|
|
@@ -31,6 +30,7 @@ class TestPipeline(unittest.TestCase):
|
|
| 31 |
y = self.X[:, 0]
|
| 32 |
model = PySRRegressor(**self.default_test_kwargs)
|
| 33 |
model.fit(self.X, y)
|
|
|
|
| 34 |
print(model.equations)
|
| 35 |
self.assertLessEqual(model.get_best()["loss"], 1e-4)
|
| 36 |
|
|
@@ -103,6 +103,7 @@ class TestPipeline(unittest.TestCase):
|
|
| 103 |
X = np.random.randn(100, 1)
|
| 104 |
y = X[:, 0] + 3.0
|
| 105 |
regressor = PySRRegressor(
|
|
|
|
| 106 |
unary_operators=[],
|
| 107 |
binary_operators=["plus"],
|
| 108 |
**self.default_test_kwargs,
|
|
|
|
| 21 |
)
|
| 22 |
self.default_test_kwargs = dict(
|
| 23 |
niterations=default_niterations * 2,
|
|
|
|
| 24 |
populations=default_populations * 2,
|
| 25 |
)
|
| 26 |
np.random.seed(0)
|
|
|
|
| 30 |
y = self.X[:, 0]
|
| 31 |
model = PySRRegressor(**self.default_test_kwargs)
|
| 32 |
model.fit(self.X, y)
|
| 33 |
+
model.set_params(model_selection="accuracy")
|
| 34 |
print(model.equations)
|
| 35 |
self.assertLessEqual(model.get_best()["loss"], 1e-4)
|
| 36 |
|
|
|
|
| 103 |
X = np.random.randn(100, 1)
|
| 104 |
y = X[:, 0] + 3.0
|
| 105 |
regressor = PySRRegressor(
|
| 106 |
+
model_selection="accuracy",
|
| 107 |
unary_operators=[],
|
| 108 |
binary_operators=["plus"],
|
| 109 |
**self.default_test_kwargs,
|