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Description
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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