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The SBC results in the tutorial were not reproducible.
To fix this:
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)