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Surrogate Modeling Toolbox
Hello, There is a mistake in the formulation of the wing weight test case (both in the documentation and the code) : `(A / ((cos(Lambda))^2))` should be `(A / ((cos(Lambda))^2))^0.6`...
- [x] Unify mixed integer matrix system and test it properly. - [x] Add documentation for EGO, Mixed-integer, KPLS - [x] Complete rework of Mixed-integer documentation. - [x] Implement 1st...
What are extra points in the context of GEKPLS? The documentation simply says "Number of extra points per training point" What is an extra point and when should I enable...
Hi, may I ask, if after training I have another additional data point then does the model support update or do I have to retrain from the beginning ? I...
... model = KRG（{}） model.set_training_values(inputsincolumns,outputsincolumns) model.train() ... #============ The amount of data：inputsincolumns（6 rows and 3000 columns），outputsincolumns（7 rows and 3000 columns） and the trainning takes almost 5mins Is there some way...
Hello, I am trying to install smt on my MacBook (MacOS 12.0.1) via ´pip install smt´ but it failed (all dependencies have been separately installed to be sure). The terminal...
Hello, I am currently working on KPLS techniques as part of my thesis. I am trying to reproduce the results established in the following article: [https://hal.archives-ouvertes.fr/hal-01232938/document](url) . The article focuses...
How can I save and reload trained models? I tried to pickle them, but it does not work. I would like to train once and then use the trained model...
KRG(use_het_noise=False, eval_noise=True, hyper_opt="TNC") crash The gradient-based optimizer was badly adapted to noise evaluation (homo or hetero scedastic)
I have a simple question: is it possible to apply your tool for surrogate models with two series blocks such as Hammerstein-Wiener structure? If so, your guidance would be much...
