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Reference Sampling Approach #27

@SammyS15

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@SammyS15

Currently, references are sampled as follows

xrefs = x_samples[x_indices[:Nx]]
x_samples = x_samples[x_indices[Nx:]]
yrefs = y_samples[y_indices[:Ny]]
y_samples = y_samples[y_indices[Ny:]]

This can be problematic if the samples are not randomized, thus the regions are biased to certain modes.

Suggestion:

  • Modify the region sampling to be random instead of by slice

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