get_countour_plot() not plotting all trials about ax

[mgarrard]

Hi @davifebba, I recreated the notebook in colab and was able to see that you are right the last trial that was ran isn't being populated in the contour plots correctly right now. Will flag this as a bug and look into a solution further - just wanted to update you. In the meantime the plots should still be pretty informative, and the dataframes are also accurate.

[mgarrard]

Hey @davifebba, thanks for the question - i can't see the full data frame that shows the parameterizations, but my hunch is that one of the arms is out of sample -- likely one of the Sobol arms. The contour plots the in-sample trials. Could you paste the full dataframe or check if all the arms are in sample?

[davifebba]

Thanks for replying! Could you please advise on how to check if all the arms are in-sample?
From another run of the script above, I have this data frame below:

[ligerlac]

The problem appears to be that get_contour_plot() displays the model's training data, which does not include the very last trial. I created a PR here: #2305