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Change Astroidal to Random in higher dimensions #335

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AdityaSavara opened this issue Jan 30, 2023 · 2 comments
Open

Change Astroidal to Random in higher dimensions #335

AdityaSavara opened this issue Jan 30, 2023 · 2 comments
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enhancement New feature or request good first issue Good for newcomers

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@AdityaSavara
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In higher dimensions, the odds of overlapping points are low. More importantly, I found that the higher dimension sobol sampling has distinct patterns (see attachment).
Heat_Scatter.zip
@AdityaSavara
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I think it should switch to totally random when dimension is greater than 3.

@AdityaSavara AdityaSavara added enhancement New feature or request good first issue Good for newcomers labels Jan 30, 2023
@AdityaSavara
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Evidently, Sobol indices in SciPy have had an upgrade at some point, and the options in it could be investigated.
SALib/SALib#463

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