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MilesCranmer
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Parent(s):
3acde9e
Add test for empty unary_operators list
Browse files- test/test.py +13 -4
test/test.py
CHANGED
@@ -2,18 +2,27 @@ import numpy as np
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from pysr import pysr
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X = np.random.randn(100, 5)
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y = X[:, 0]
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equations = pysr(X, y,
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niterations=
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print(equations)
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assert equations.iloc[-1]['MSE'] < 1e-10
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y = X[:, 0]**2
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equations = pysr(X, y,
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unary_operators=["square(x) = x^2"], binary_operators=["plus"],
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niterations=
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print(equations)
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assert equations.iloc[-1]['MSE'] < 1e-10
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from pysr import pysr
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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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print(equations)
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assert equations.iloc[-1]['MSE'] < 1e-10
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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=["square(x) = x^2"], binary_operators=["plus"],
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niterations=10)
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print(equations)
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assert equations.iloc[-1]['MSE'] < 1e-10
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X = np.random.randn(100, 1)
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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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niterations=10)
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print(equations)
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assert equations.iloc[-1]['MSE'] < 1e-10
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