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tutorial on SBC reproducibility #891

Merged
merged 1 commit into from
Nov 30, 2023
Merged

tutorial on SBC reproducibility #891

merged 1 commit into from
Nov 30, 2023

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michaeldeistler
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@michaeldeistler michaeldeistler commented Nov 30, 2023

The SBC results in the tutorial were not reproducible.

To fix this:

  • multiple separate seeds for simulation, xo generation, and training.
  • A few changes in wording to adjust for the new results

Also, I changed the way that the predictive are plotted. Previously, the limits were [0.75 * x_o, 1.25 * x_o] but, because it was not reproducible, it could happen that x_o is very small and thus the limits are very close to each other. It is now [x_o - 1, x_o + 1].

Sorry for the huge diff, I tried in Jupyter lab and vs code but neither changed the indentation (which cases the diff)

@michaeldeistler michaeldeistler merged commit 8217753 into main Nov 30, 2023
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