MLflow is a popular, language-agnostic, tool for externally logging the outcomes of machine learning experiments, including those carried out using MLJ.
MLJ logging examples are given in the MLJFlow.jl documentation. MLJ includes and re-exports all the methods of MLJFlow.jl, so there is no need to import MLJFlow.jl if
MLJFlow.jl is a new package still under active development and should be regarded as experimental. At this time, breaking changes to MLJFlow.jl will not necessarily trigger new breaking releases of MLJ.jl.