Swyft integration

[DevarshiChoudhury]

No description provided.

[sguillot]

@DevarshiChoudhury
Failing to import swift. It is installed (swyft v0.4.5), but the import is calling scipy.integrate.simps which does not exist. Only scipy.integrate.simpson exists.

Perhaps, this is a version problem. I have scipy v1.17.0
Which one do you have.

[drannawatts]

The dependence on an older version of scipy is mentioned here : undark-lab/swyft#151

Christoph mentions a new framework in the making, we should probably discuss this with him.

[thjsal]

Certainly at least some cleaning should be done to the new tutorial notebook. Now there is a huge overflow of printings with "Drawing samples from the joint prior..." (see https://github.com/xpsi-group/xpsi/blob/625184ca89f49b18242a995e71006ede3e003ce2/docs/source/xpsi_swyft.ipynb). And then it should also be added to the index and "Start here" pages.

[drannawatts]

Removed from the upcoming version release for now pending discussions with Swyft developers and more general thinking about SBI implementations.