Divide AbstractModel into ProbabilisticModel and ManifoldModel

[NicolasGensollen]

In GitLab by @JulietteOrtholand on Jul 27, 2023, 13:42

I was thinking about how to integrate a pure survival model into the model structure and I just can't. I describe in the structure below extracted from refacto notes, the existing AbstractModel should be divided at least in 2 (maybe in the long run in 3): a ProbabilisticModel and a ManifoldModel.

Indeed, time_reparametrization is defined in AbstractModel and has no sense for a pure survival model... It should not have an impact on joint model development for now as the survival part of the joint model can not exist on it own.

[NicolasGensollen]

In GitLab by @JulietteOrtholand on Feb 17, 2025, 18:23

@NicolasGensollen I have made a first draft on the structure of the models here, WDYT?