Undefined variable in out-of-sample-sampling documentation

[HenriDeh]

The documentation at https://sddp.dev/stable/guides/simulate_using_a_different_sampling_scheme/#Out-of-sample-Monte-Carlo-simulation uses an Omega that does not appear to be defined. Specifically:

sampling_scheme = SDDP.OutOfSampleMonteCarlo(model) do node
    stage, markov_state = node
    if stage == 0
        return [SDDP.Noise((1, 1), 1.0)]
    elseif stage == 3
        children = SDDP.Noise[]
        noise_terms = [SDDP.Noise((inflow = 75.0, fuel_multiplier = 1.2), 1.0)]
        return children, noise_terms
    else
        probability = markov_state == 1 ? [1/6, 1/3, 1/2] : [1/2, 1/3, 1/6]
        noise_terms = [SDDP.Noise(ω, p) for (ω, p) in zip(Ω, probability)] # the Omega in the zip
        children = [
            SDDP.Noise((stage + 1, 1), 0.5), SDDP.Noise((stage + 1, 2), 0.5)
        ]
        return children, noise_terms
    end
end

The same is true for other examples on the same page.

PS: big fan of the package, it's so simple.

[odow]

Omega is defined at the top of the page

but you're right that it is confusing if you look lower down the page.

I'll change the docs to make it more explicit.

big fan of the package, it's so simple.

Thanks!