[External] Counterfactual sampling in price-tagging tutorial utils code about pyvene HOT 4 CLOSED

Hey! Thanks for the inputs, and I think you are right! That row should be in the upper if block.

If you are willing to, do you want to change that and submit PR? I will merge it as a quick fix.

On my end, I will update the tutorial results once I have more time as well as other changes needed. I will also just go back and check all my old data gen function to make sure nothing big is missing. Hopefully, this will make alignment easier to find, since it creates noise during the learning process.

Thanks again! Much appreciated!

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And yes, counterfactual label and base label can be the same, which is a no change (null) intervention.

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@dangng2004 hey, I updated the code as well as the tutorial! the evaluation results increased slightly due to this change. Thanks again for catching this!

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Glad I could help!

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