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MilesCranmer
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Parent(s):
7f2c133
Test multi output
Browse files- test/test.py +4 -3
test/test.py
CHANGED
@@ -17,14 +17,15 @@ 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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print("Test 2 - test custom operator")
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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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**default_test_kwargs)
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print(equations)
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assert equations.iloc[-1]['MSE'] < 1e-4
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X = np.random.randn(100, 1)
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y = X[:, 0] + 3.0
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print(equations)
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assert equations.iloc[-1]['MSE'] < 1e-4
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+
print("Test 2 - test custom operator, and multiple outputs")
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y = X[:, [0, 1]]**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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**default_test_kwargs)
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print(equations)
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assert equations[0].iloc[-1]['MSE'] < 1e-4
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assert equations[1].iloc[-1]['MSE'] < 1e-4
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X = np.random.randn(100, 1)
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y = X[:, 0] + 3.0
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