Okon Samuel

replace lexicon.jl with documenter.jl for generating docs.

6

According to [Lexicon.jl](https://github.com/MichaelHatherly/Lexicon.jl) Documentation generation using Docile.jl and [Lexicon.jl](https://github.com/MichaelHatherly/Lexicon.jl) is being deprecated in Julia 0.4 and above in favour of [Documenter.jl.](https://github.com/JuliaDocs/Documenter.jl)

https://alan-turing-institute.github.io/DataScienceTutorials.jl/end-to-end/crabs-xgb/

Add Common misconception sections to MLJTutorials

1

This might be helpful to new users especially those coming from sklearn. For example misconceptions about the use of **measures** and what MLJ means by `determistic` and `probabilistic` responses compared...

replace @distributed with pmap

5

Currently in MLJ acceleration with `CPUThreads` is implemented using `@distributed`. This effectively splits up the given range (`1:nfolds` or `1:nmetamodels`) into equal chunks and sends them off to all workers...

see https://github.com/alan-turing-institute/MLJ.jl/issues/545

replace DictTable with DictColumnTable

2

`DictTable` are just the julia `Dict`s which doesn't preserve ordering. This PR replaces `DictTable` with `DictColumnTable` which preseve key ordering.

Issue to tag new releases

17

@JuliaRegistrator register

Due to a recent change in `ScientificTypesBase,jl` from version 2.0 to 3.0, the `ScientifictypesBase.scitype` method is now a two argument method. Packages depending on `MLJModelInterface.jl` previously depended on the previous...

Hi, for some reason the code snippet below hangs. Does any one have an explanation as to why this hangs ```julia using distributed addprocs(2) tasks = Vector{Task}(undef,4) @sync for i...

fix method ambiguity with Base.in in julia nightly Version 1.12.0-DEV…514

1

This is needed to fix some failing test in another package. See https://github.com/JuliaAI/FeatureSelection.jl/actions/runs/9059544029/job/24887362493?pr=5#step:6:523