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Hi, @Siddhant231xyz,
thank you for your contribution. I would suggest to distribute the links to the sections they belong to in the user guide.

plot_gpc_iris.py, plot_gpc.py and plot_gpc_xor.py have corresponding sections there; I'm not sure about plot_gpc_isoprobability.py though.

Hey @StefanieSenger,
Thank you for your response. I have made changes in my PR accordingly, please have a look and let me know if there's anything else that needs to be done.

Hey @Siddhant231xyz, thanks for your adjustments.

I cannot see why you link plot_gpc_isoprobability.py at the Probabilistic predictions with GPC section, that actually display the plots from plot_gpc.py, which would be a better fit here, IMHO. If there is any reasoning that I have missed, please explain.

Please note that the links are already present in this part of the user guide, when you click on the images. In issue #30596, we are in the process to find a solution to the fact that clickability of the images is a bit hidden. So the links to the gaussian process examples might not need to be added at all. Do you have an opinion on this, @marenwestermann?