A sampler which returns the nearest values between the input samples and the allowed values, without replacement.
Project description
AutoRA Nearest Value Sampler
A sampler which returns the nearest values between the input samples and the allowed values, without replacement.
Example Code
from autora.experimentalist.sampler.nearest_value import nearest_values_sampler
import numpy as np
#Meta-Setup
X_allowed = np.linspace(-3, 6, 10)
X = np.random.choice(X_allowed,10)
n = 5
#Sampler
X_new = nearest_values_sampler(X, X_allowed, n)
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