Statements (57)
| Predicate | Object |
|---|---|
| gptkbp:instance_of |
gptkb:software
|
| gptkbp:bfsLayer |
4
|
| gptkbp:bfsParent |
gptkb:Julia
gptkb:Julia_Language |
| gptkbp:dependency |
gptkb:Linear_Algebra.jl
gptkb:Random.jl gptkb:Statistics.jl gptkb:Test.jl gptkb:Distributions.jl gptkb:CSV.jl gptkb:Data_Frames.jl gptkb:JSON.jl gptkb:Plots.jl gptkb:Stats_Base.jl MLJ Base.jl MLJ Models.jl |
| gptkbp:developed_by |
gptkb:Julia_Lang
|
| gptkbp:has_documentation |
https://alan-turing-institute.github.io/ MLJ.jl/stable/
|
| gptkbp:has_feature |
extensibility
parallel processing scalability visualization tools active community support model evaluation metrics data visualization capabilities benchmarking tools data handling tutorials and examples user-friendly API custom model support interoperability with other Julia packages model composability |
| https://www.w3.org/2000/01/rdf-schema#label |
MLJ.jl
|
| gptkbp:integrates_with |
gptkb:Data_Frames.jl
gptkb:Plots.jl gptkb:Stats_Base.jl |
| gptkbp:language |
gptkb:Julia
|
| gptkbp:provides |
gptkb:software_framework
hyperparameter tuning cross-validation feature selection ensemble methods model training data splitting |
| gptkbp:released_in |
gptkb:2018
|
| gptkbp:repository |
https://github.com/alan-turing-institute/ MLJ.jl
|
| gptkbp:supports |
gptkb:computer
data preprocessing model selection model evaluation dimensionality reduction regression clustering model interpretation multiple algorithms pipeline creation |
| gptkbp:uses |
Julia's type system
|