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VlachosGroup / nextorch

Experimental design and Bayesian optimization library in Python/PyTorch
https://nextorch.readthedocs.io/en/latest/
MIT License
48 stars 11 forks source link

Heatmap and surface plots no longer working #9

Open mcrone opened 1 year ago

mcrone commented 1 year ago

Thank you for a great tool and this is probably something that is non-urgent as the core code still seems to work.

When trying to produce heat map and surface plots using the template I end up with a uniform value across all values: template_heatmap

template_surface

I initially thought that there was a problem with my code, but when running one of your notebooks (10_PFR_mixed_type_inputs.ipynb) I see the exact same behaviour: 10_PFR_heatmap

10_PFR_surface

My assumption is that this is probably just a dependency issue. The optimal values still seem to be correct and so it doesn't seem to be a problem that affects the underlying data processing.

tmargary commented 1 year ago

I have the same issue.

jgoogasian commented 3 months ago

I'm also running into the same issue. Has anyone found a fix?

JJLLWW commented 1 month ago

This was inroduced in ee8df8e1a96b537f1f93eb2ee26815f7b6a83690, don't know how to fix