From 76111745a616017174e9fc90d35b3c86c274abe1 Mon Sep 17 00:00:00 2001 From: "Anthony D. Blaom" Date: Fri, 5 Dec 2025 12:30:46 +1300 Subject: [PATCH 1/3] update the link to the density estimation example --- docs/src/fitting_distributions.md | 11 ++++++----- 1 file changed, 6 insertions(+), 5 deletions(-) diff --git a/docs/src/fitting_distributions.md b/docs/src/fitting_distributions.md index 38bfcfe..863c126 100644 --- a/docs/src/fitting_distributions.md +++ b/docs/src/fitting_distributions.md @@ -11,10 +11,11 @@ and `X = nothing`. The `predict` method should return a single distribution. -A working implementation of a model that fits a `UnivariateFinite` -distribution to some categorical data using [Laplace -smoothing](https://en.wikipedia.org/wiki/Additive_smoothing) -controlled by a hyperparameter `alpha` is given -[here](https://github.com/JuliaAI/MLJBase.jl/blob/d377bee1198ec179a4ade191c11fef583854af4a/test/interface/model_api.jl#L36). +A working implementation of a model that fits a `UnivariateFinite` distribution to some +categorical data using [Laplace +smoothing](https://en.wikipedia.org/wiki/Additive_smoothing) controlled by a +hyperparameter `alpha` is given in [MLJBase +tests](https://github.com/JuliaAI/MLJBase.jl/blob/dev/test/resampling.jl); try +[here](https://github.com/JuliaAI/MLJBase.jl/blob/203aae371f67ed639685aa4803e150ff69f0fa49/test/resampling.jl#L1050). From 11ad872df22336956e88d818d189d9a885ad0ef3 Mon Sep 17 00:00:00 2001 From: "Anthony D. Blaom" Date: Mon, 8 Dec 2025 11:42:54 +1300 Subject: [PATCH 2/3] bump test dep compat CategoricalArrays = "0.10, 1" --- Project.toml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/Project.toml b/Project.toml index 65fea1f..423bd37 100644 --- a/Project.toml +++ b/Project.toml @@ -12,7 +12,7 @@ StatisticalTraits = "64bff920-2084-43da-a3e6-9bb72801c0c9" [compat] Aqua = "0.8" -CategoricalArrays = "0.10" +CategoricalArrays = "0.10, 1" DataFrames = "1" Distances = "0.10" InteractiveUtils = "<0.0.1, 1" From 28e479c4ad4b4bcc24f90c35ee9ae7799ac44bbf Mon Sep 17 00:00:00 2001 From: "Anthony D. Blaom" Date: Mon, 8 Dec 2025 11:43:50 +1300 Subject: [PATCH 3/3] bump 1.12.1 --- Project.toml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/Project.toml b/Project.toml index 423bd37..6b552d1 100644 --- a/Project.toml +++ b/Project.toml @@ -1,7 +1,7 @@ name = "MLJModelInterface" uuid = "e80e1ace-859a-464e-9ed9-23947d8ae3ea" authors = ["Thibaut Lienart and Anthony Blaom"] -version = "1.12.0" +version = "1.12.1" [deps] InteractiveUtils = "b77e0a4c-d291-57a0-90e8-8db25a27a240"