diff --git a/.gitignore b/.gitignore index faf2005..125f4a7 100644 --- a/.gitignore +++ b/.gitignore @@ -22,6 +22,7 @@ docs/site/ # committed for packages, but should be committed for applications that require a static # environment. /Manifest.toml +/docs/Manifest.toml meh/*.ipynb *.csv .DS_Store diff --git a/Project.toml b/Project.toml index 3a57e97..c26bf66 100644 --- a/Project.toml +++ b/Project.toml @@ -30,7 +30,7 @@ Distributions = "0.25" LinearAlgebra = "1" MLJModelInterface = "1.11" OrderedCollections = "1, 2" -Parameters = "0.12" +Parameters = "0.12, 0.13" ScientificTypes = "3.1.0" ScientificTypesBase = "3.0.0" Statistics = "1" diff --git a/docs/Manifest.toml b/docs/Manifest.toml deleted file mode 100644 index 353ebf2..0000000 --- a/docs/Manifest.toml +++ /dev/null @@ -1,1611 +0,0 @@ -# This file is machine-generated - editing it directly is not advised - -julia_version = "1.11.5" -manifest_format = "2.0" -project_hash = "91a8930050a9a2f910f601fc2e1181dc6037b32b" - -[[deps.ANSIColoredPrinters]] -git-tree-sha1 = "574baf8110975760d391c710b6341da1afa48d8c" -uuid = "a4c015fc-c6ff-483c-b24f-f7ea428134e9" -version = "0.0.1" - 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# Use regular julia code blocks instead of @example to prevent execution by Documenter + # Use regular julia code blocks instead of @example to prevent execution by + # Documenter config = Dict("codefence" => Pair("````julia", "````")), ) diff --git a/docs/src/tutorials/adult_example/notebook.jl b/docs/src/tutorials/adult_example/notebook.jl index c371aac..68ce206 100644 --- a/docs/src/tutorials/adult_example/notebook.jl +++ b/docs/src/tutorials/adult_example/notebook.jl @@ -3,7 +3,7 @@ # **Julia version** is assumed to be 1.10.* # This demonstration is available as a Jupyter notebook or julia script (as well as the dataset) -# [here](https://github.com/essamwise/MLJTransforms.jl/tree/main/docs/src/tutorials/wine_example). +# [here](https://github.com/juliaai/MLJTransforms.jl/tree/main/docs/src/tutorials/wine_example). # # This tutorial compares different categorical encoding approaches on adult income prediction. # We'll test OneHot, Frequency, and Cardinality Reduction encoders with CatBoost classification. diff --git a/docs/src/tutorials/adult_example/notebook.md b/docs/src/tutorials/adult_example/notebook.md index 1b13064..6f1e260 100644 --- a/docs/src/tutorials/adult_example/notebook.md +++ b/docs/src/tutorials/adult_example/notebook.md @@ -7,7 +7,7 @@ EditURL = "notebook.jl" **Julia version** is assumed to be 1.10.* This demonstration is available as a Jupyter notebook or julia script (as well as the dataset) -[here](https://github.com/essamwise/MLJTransforms.jl/tree/main/docs/src/tutorials/wine_example). +[here](https://github.com/juliaai/MLJTransforms.jl/tree/main/docs/src/tutorials/wine_example). This tutorial compares different categorical encoding approaches on adult income prediction. We'll test OneHot, Frequency, and Cardinality Reduction encoders with CatBoost classification. diff --git a/docs/src/tutorials/classic_comparison/notebook.jl b/docs/src/tutorials/classic_comparison/notebook.jl index 9205890..80c040b 100644 --- a/docs/src/tutorials/classic_comparison/notebook.jl +++ b/docs/src/tutorials/classic_comparison/notebook.jl @@ -3,7 +3,7 @@ # **Julia version** is assumed to be 1.10.* # This demonstration is available as a Jupyter notebook or julia script (as well as the dataset) -# [here](https://github.com/essamwise/MLJTransforms.jl/tree/main/docs/src/tutorials/classic_comparison). +# [here](https://github.com/juliaai/MLJTransforms.jl/tree/main/docs/src/tutorials/classic_comparison). # # This tutorial compares four fundamental categorical encoding approaches on a milk quality dataset: # OneHot, Frequency, Target, and Ordinal encoders paired with SVM classification. diff --git a/docs/src/tutorials/classic_comparison/notebook.md b/docs/src/tutorials/classic_comparison/notebook.md index b065f4c..0f33401 100644 --- a/docs/src/tutorials/classic_comparison/notebook.md +++ b/docs/src/tutorials/classic_comparison/notebook.md @@ -7,7 +7,7 @@ EditURL = "notebook.jl" **Julia version** is assumed to be 1.10.* This demonstration is available as a Jupyter notebook or julia script (as well as the dataset) -[here](https://github.com/essamwise/MLJTransforms.jl/tree/main/docs/src/tutorials/classic_comparison). +[here](https://github.com/juliaai/MLJTransforms.jl/tree/main/docs/src/tutorials/classic_comparison). This tutorial compares four fundamental categorical encoding approaches on a milk quality dataset: OneHot, Frequency, Target, and Ordinal encoders paired with SVM classification. diff --git a/docs/src/tutorials/standardization/notebook.jl b/docs/src/tutorials/standardization/notebook.jl index f458c60..1838c8b 100644 --- a/docs/src/tutorials/standardization/notebook.jl +++ b/docs/src/tutorials/standardization/notebook.jl @@ -9,7 +9,7 @@ # when and why preprocessing is important for model performance. # This demonstration is available as a Jupyter notebook or julia script -# [here](https://github.com/essamwise/MLJTransforms.jl/tree/main/docs/src/tutorials/standardization). +# [here](https://github.com/juliaai/MLJTransforms.jl/tree/main/docs/src/tutorials/standardization). # using Pkg #md diff --git a/docs/src/tutorials/standardization/notebook.md b/docs/src/tutorials/standardization/notebook.md index c3817d8..73e077d 100644 --- a/docs/src/tutorials/standardization/notebook.md +++ b/docs/src/tutorials/standardization/notebook.md @@ -13,7 +13,7 @@ both with and without feature standardization. This will help us understand when and why preprocessing is important for model performance. This demonstration is available as a Jupyter notebook or julia script -[here](https://github.com/essamwise/MLJTransforms.jl/tree/main/docs/src/tutorials/standardization). +[here](https://github.com/juliaai/MLJTransforms.jl/tree/main/docs/src/tutorials/standardization). ````julia using Pkg