Roadmap to 1.0

[theogf]

It would nice to have a first 1.x.x release. With the latest change it feels we have a first stable implementation.
Here is what I think is missing so far :

• Rework the documentation
• Solves the issues raised during the last PRs Purpose of duplicate #101, Type Pirating Distances.jl #100, DotProduct "metric" #98 LowRankTransform #97 _scale #96 iskroncompatible #93 Replace reduce by mapreduce for kernelproduct #92 pairwise! for kernelmatrix! #90
• Implement some more advanced examples Missing examples in docs #11
• Solve the refactoring of KernelSum/KernelProduct Refactor KernelSum and KernelProduct? #68 [WIP] Refactoring of KernelSum and KernelProduct #73
• Finish the @kernel macro (if we still want to have it ?) @kernel macro for creating kernel #38
• Tackle smaller issues FBM field should be a vector #65 Rename SelectTransform by Mask #47 Mahalabonis constructor is not given by keyword #64
  Any points to add ?

[willtebbutt]

Thanks for opening this. In no particular order:

• I'm not sure that I would put DotProduct "metric" #98 under reworking the documentation, and it would be breaking if we modify that after 1.0. Could we put that as a separate point to be resolved?
• Same with iskroncompatible #93 -- I'm not sure that the current API is the right way to go about things, particularly now that we have the TensorProduct kernel. Would be better as a separate point

Otherwise I think this list looks reasonable. The most important thing is that we're able to commit to whatever interface we have. We can do things like ensure compatibility with AD in future releases.

[theogf]

Ups look like I mixed things up. I will edit now

[willtebbutt]

Great, in that case I'm pretty happy with it!

[willtebbutt]

Could you make one of those milestone things with a link to each of the issue in?

edit: it's called a project apparently.

[theogf]

Done. Actually milestones are different from projects