Replace GPy
package with less messier alternative
#131
Labels
maintenance
Improve code readability and robustness.
GPy
package with less messier alternative
#131
Currently, the Gaussian processes used in
Propulate
's surrogate models rely on theGPy
package which repeatedly caused problems and errors, in particular in the context withmatplotlib
.According to SheffieldML/GPy#1034,
matplotlib
is not listed inGPy
'sinstall_requires
but necessary for some imports, causing errors.That is why we manually install
matplotlib
inPropulate
(and this is also the only reason whymatplotlib
appears inPropulate
's dependencies). I find this very ugly.Also,
GPy
is apparently incompatible withmatplotlib v3.9
.We should try to get rid of
GPy
and find a better maintained alternative.Also see SheffieldML/GPy#1029 😁.
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