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Commit 18e9ba67 authored by rink's avatar rink
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add option to pass in absolute tolerance

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...@@ -22,7 +22,7 @@ def true_func(x): ...@@ -22,7 +22,7 @@ def true_func(x):
# Y = 2 + 1.5 * X + epsilon # Linear relationship with variance increasing # Y = 2 + 1.5 * X + epsilon # Linear relationship with variance increasing
# Y = 1 + np.exp(X / 4) + epsilon # Y = 1 + np.exp(X / 4) + epsilon
# Y = 1 + np.exp(X / 4) + np.sin((2*np.pi/5)*X) # Y = 1 + np.exp(X / 4) + np.sin((2*np.pi/5)*X)
return 1 + np.exp(x / 4) + np.sin((2*np.pi/5)*x) return 1 + np.exp(x / 4) + 0.5*np.sin((2*np.pi/5)*x)
# Generate synthetic dataset # Generate synthetic dataset
def make_data(num_points=1000): def make_data(num_points=1000):
......
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