David Widmann

Unfortunately, I also don't know much about these problems. I would like to fix `dic` and merge this PR, and I think it is great if there's a general interface...

I think it would be great if there would be support for Makie for `Chains`. However, as long as there is no lightweight recipe support for Makie, similar to RecipesBase...

> MakieCore is the equivalent of RecipeseBase for Makie, but I don't see any problems with splitting off the Makie functionality. It's not usable yet (requires https://github.com/JuliaPlots/Makie.jl/pull/998), and it will...

It's nice to see how much functionality is already provided for free by the Tables interface. Probably a separate MCMCChains-Makie package would be helpful to define custom plots or specific...

Rules like https://github.com/JuliaGaussianProcesses/AbstractGPsMakie.jl/blob/9f25ba0a563b3dad33667d7f476d80f5d220edf0/src/conversions.jl#L18-L26 (it defines how to plot a specific type with a specific plot type) or https://github.com/JuliaGaussianProcesses/AbstractGPsMakie.jl/blob/9f25ba0a563b3dad33667d7f476d80f5d220edf0/src/AbstractGPsMakie.jl#L16-L19 (it defines what type of plot is created if you just call...

It shouldn't be necessary to construct a DataFrame. Chains supports the Tables.jl interface and AlgebraOfGraphics can deal with any Tables.jl input.

> It shouldn't be necessary to construct a DataFrame. Chains supports the Tables.jl interface and AlgebraOfGraphics can deal with any Tables.jl input. More concretely, the plots above can be generated...

> in some random order They are returned in the order in which they appear in the chain. Since you constructed the chain in such a way that the first...

You can use `sort` to reorder the parameters in [natural sort order](https://en.wikipedia.org/wiki/Natural_sort_order) (or any other order but this is the default): ```julia sorted_chain = sort(c) sorted_xs = get(sorted_chain, :x).x sorted_xs[1]...

I guess some things to consider are: - what are the pros and cons of `DimArray`s compared with `AxisArray`s? - how breaking is it, for developers and users, if `AxisArray`...