I wonder if there are modules in Python that support Design of Experiments, Response Surface Modeling and Optimization. R has a number of libraries, such as rsm which helps you define a Design and then evolve it given outcomes to approach closer the optimum using the Response Surface Modeling approach, producing visualizations as well. Still since I have begun using Python I would like to explore native possibilities to Python as well.
Response Surface Modeling and Optimization in Python: Analogous to rsm in R?
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Yes there are.
The advantage here is that Python is completely free and there are loads of examples available as demonstrations on the internet.
Hope this helps.