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Description
Currently, Propulate officially only supports Pythonv<=3.12. In the long run, we should definitely also support newer Python versions, specifically Pythonv3.13 and Pythonv3.14. This does not involve any relevant changes in the Python API and just does not require any changes in our code
You can find an overview of the status of Python versions here.
However, a considerable problem is that the GPy package which is used for surrogate modeling in Propulate seems to be not properly maintained and explicitly depends on deprecated versions of scipy and numpy (see install_requirements in their setup.py), which are incompatible with Python v>=3.12. GPy requires scipy<=1.12.0; however, the current stable release is 1.17.0.
We can either
- implement Gaussian processes (GPs) on our own in
Propulateor - look for an alternative third-party package that is better maintained and provides at least the same functionality. Things to look into might be:
Also see issue #131 marked as sub-issue below.