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MilesCranmer
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10ff16a
1
Parent(s):
1969cde
Use old default kwargs for test
Browse files- test/test.py +12 -7
test/test.py
CHANGED
@@ -3,11 +3,17 @@ from pysr import pysr
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import sympy
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X = np.random.randn(100, 5)
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print("Test 1 - defaults; simple linear relation")
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y = X[:, 0]
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equations = pysr(X, y,
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niterations=10,
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user_input=False)
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print(equations)
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assert equations.iloc[-1]['MSE'] < 1e-4
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@@ -16,8 +22,7 @@ y = X[:, 0]**2
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equations = pysr(X, y,
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unary_operators=["sq(x) = x^2"], binary_operators=["plus"],
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extra_sympy_mappings={'square': lambda x: x**2},
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user_input=False)
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print(equations)
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assert equations.iloc[-1]['MSE'] < 1e-4
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@@ -26,7 +31,7 @@ y = X[:, 0] + 3.0
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print("Test 3 - empty operator list, and single dimension input")
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equations = pysr(X, y,
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unary_operators=[], binary_operators=["plus"],
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print(equations)
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assert equations.iloc[-1]['MSE'] < 1e-4
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import sympy
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X = np.random.randn(100, 5)
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default_test_kwargs = dict(
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niterations=10,
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populations=4,
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user_input=False,
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annealing=True,
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useFrequency=False,
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)
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print("Test 1 - defaults; simple linear relation")
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y = X[:, 0]
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equations = pysr(X, y, **default_test_kwargs)
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print(equations)
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assert equations.iloc[-1]['MSE'] < 1e-4
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equations = pysr(X, y,
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unary_operators=["sq(x) = x^2"], binary_operators=["plus"],
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extra_sympy_mappings={'square': lambda x: x**2},
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**default_test_kwargs)
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print(equations)
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assert equations.iloc[-1]['MSE'] < 1e-4
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print("Test 3 - empty operator list, and single dimension input")
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equations = pysr(X, y,
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unary_operators=[], binary_operators=["plus"],
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**default_test_kwargs)
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print(equations)
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assert equations.iloc[-1]['MSE'] < 1e-4
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