Compatibility bottlenecks in the MLJ Model Registry

[ablaom]

There are are few packages in the registry whose compatibility updates may block use with other models the registry. This is an edited list of the output of ] status --outdated -m for the model registry after an update today. I have omitted .jll packages. The most concerning are packages not updating to latest Optim.

Be great if we could get help chasing some of these down.

• ⌅ [7317a516] DynamicDiff v0.2.1 (<v0.3.1): SymbolicRegression
• ⌅ [a40a106e] DynamicExpressions v1.10.4 (<v2.5.2): DynamicDiff, SymbolicRegression
• ⌃ [d3d80556] LineSearches v7.5.1 (<v7.6.0)
• ⌅ [d41bc354] NLSolversBase v7.10.0 (<v8.0.0): LineSearches, Optim
• ⌅ [429524aa] Optim v1.13.3 (<v2.0.1): MLJLinearModels, SymbolicRegression
• ⌅ [92933f4c] ProgressMeter v1.10.2 (<v1.11.0): SymbolicRegression
• ⌅ [68821587] Arpack_jll v3.5.2+0 (<v3.9.2+0): Arpack

The maintainer of SymbolicRegression is aware of the issues here; v 2.0 of that package aims to resolve these.

[ablaom]

Also, we now have new python headaches: JuliaAI/MLJModelRegistryTools.jl#10