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Merge pull request #1148 from JuliaAI/dev
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Update docs. No new release.
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ablaom authored Dec 20, 2024
2 parents a1685e1 + 1e65db9 commit d8fea94
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2 changes: 2 additions & 0 deletions Project.toml
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Expand Up @@ -60,6 +60,7 @@ EvoLinear = "ab853011-1780-437f-b4b5-5de6f4777246"
EvoTrees = "f6006082-12f8-11e9-0c9c-0d5d367ab1e5"
Imbalance = "c709b415-507b-45b7-9a3d-1767c89fde68"
InteractiveUtils = "b77e0a4c-d291-57a0-90e8-8db25a27a240"
LaplaceRedux = "c52c1a26-f7c5-402b-80be-ba1e638ad478"
LightGBM = "7acf609c-83a4-11e9-1ffb-b912bcd3b04a"
MLJClusteringInterface = "d354fa79-ed1c-40d4-88ef-b8c7bd1568af"
MLJDecisionTreeInterface = "c6f25543-311c-4c74-83dc-3ea6d1015661"
Expand Down Expand Up @@ -99,6 +100,7 @@ test = [
"Imbalance",
"InteractiveUtils",
"LightGBM",
"LaplaceRedux",
"MLJClusteringInterface",
"MLJDecisionTreeInterface",
"MLJFlux",
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27 changes: 21 additions & 6 deletions README.md
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Expand Up @@ -50,12 +50,27 @@ awarded to the University of Auckland.
MLJ has been developed with the support of the following organizations:

<div align="center">
<img src="material/DFKI.png" width = 100/>
<img src="material/Turing_logo.png" width = 100/>
<img src="material/UoA_logo.png" width = 100/>
<img src="material/IQVIA_logo.png" width = 100/>
<img src="material/warwick.png" width = 100/>
<img src="material/julia.png" width = 100/>
<a href="https://www.dfki.de/en/web">
<img src="material/DFKI.png" width = 100/>
</a>
<a href="https://www.turing.ac.uk/">
<img src="material/Turing_logo.png" width = 100/>
</a>
<a href="https://www.auckland.ac.nz/en.html">
<img src="material/UoA_logo.png" width = 100/>
</a>
<a href="https://www.iqvia.com/">
<img src="material/IQVIA_logo.png" width = 100/>
</a>
<a href="https://warwick.ac.uk/">
<img src="material/warwick.png" width = 100/>
</a>
<a href="https://juliahub.com/">
<img src="material/julia.png" width = 100/>
</a>
<a href="https://ethz.ch/en.html">
<img src="material/ETH-Zurich.jpg" width = 100/>
</a>
</div>


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3 changes: 3 additions & 0 deletions docs/ModelDescriptors.toml
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Expand Up @@ -5,6 +5,7 @@ ARDRegressor_MLJScikitLearnInterface = ["regression", "Bayesian_models"]
AdaBoostClassifier_MLJScikitLearnInterface = ["classification"]
AdaBoostRegressor_MLJScikitLearnInterface = ["regression"]
AdaBoostStumpClassifier_DecisionTree = ["classification"]
AffinityPropagation_Clustering = ["clustering"]
AffinityPropagation_MLJScikitLearnInterface = ["clustering"]
AgglomerativeClustering_MLJScikitLearnInterface = ["clustering", "static_models"]
AutoEncoder_BetaML = ["dimension_reduction"]
Expand Down Expand Up @@ -110,6 +111,8 @@ KPLSRegressor_PartialLeastSquaresRegressor = ["regression"]
KernelPCA_MultivariateStats = ["dimension_reduction", ]
KernelPerceptronClassifier_BetaML = ["classification", "neural_networks"]
LADRegressor_MLJLinearModels = ["regression"]
LaplaceClassifier_LaplaceRedux = ["classification", "neural_networks", "Bayesian_models"]
LaplaceRegressor_LaplaceRedux = ["regression", "neural_networks", "Bayesian_models"]
LDA_MultivariateStats = ["classification", "dimension_reduction", ]
LGBMClassifier_LightGBM = ["classification", "ensemble_models", "iterative_models"]
LGBMRegressor_LightGBM = ["regression", "ensemble_models", "iterative_models"]
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2 changes: 1 addition & 1 deletion docs/src/list_of_supported_models.md
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Expand Up @@ -32,7 +32,7 @@ independent assessment.
| ------- | ------------- | ------ | -------- | ----
[BetaML.jl](https://github.com/sylvaticus/BetaML.jl) | - | DecisionTreeClassifier, RandomForestClassifier, NeuralNetworkClassifier, PerceptronClassifier, KernelPerceptronClassifier, PegasosClassifier, DecisionTreeRegressor, RandomForestRegressor, NeuralNetworkRegressor, MultitargetNeuralNetworkRegressor, GaussianMixtureRegressor, MultitargetGaussianMixtureRegressor, KMeansClusterer, KMedoidsClusterer, GaussianMixtureClusterer, SimpleImputer, GaussianMixtureImputer, RandomForestImputer, GeneralImputer, AutoEncoder | medium |
[CatBoost.jl](https://github.com/JuliaAI/CatBoost.jl) | - | CatBoostRegressor, CatBoostClassifier | high |
[Clustering.jl](https://github.com/JuliaStats/Clustering.jl) | [MLJClusteringInterface.jl](https://github.com/JuliaAI/MLJClusteringInterface.jl) | KMeans, KMedoids, DBSCAN, HierarchicalClustering | high² |
[Clustering.jl](https://github.com/JuliaStats/Clustering.jl) | [MLJClusteringInterface.jl](https://github.com/JuliaAI/MLJClusteringInterface.jl) | KMeans, KMedoids, AffinityPropagation, DBSCAN, HierarchicalClustering | high² |
[DecisionTree.jl](https://github.com/bensadeghi/DecisionTree.jl) | [MLJDecisionTreeInterface.jl](https://github.com/JuliaAI/MLJDecisionTreeInterface.jl) | DecisionTreeClassifier, DecisionTreeRegressor, AdaBoostStumpClassifier, RandomForestClassifier, RandomForestRegressor | high |
[EvoTrees.jl](https://github.com/Evovest/EvoTrees.jl) | - | EvoTreeRegressor, EvoTreeClassifier, EvoTreeCount, EvoTreeGaussian, EvoTreeMLE | medium | tree-based gradient boosting models
[EvoLinear.jl](https://github.com/jeremiedb/EvoLinear.jl) | - | EvoLinearRegressor | medium | linear boosting models
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8 changes: 7 additions & 1 deletion test/integration.jl
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Expand Up @@ -54,7 +54,13 @@ FILTER_GIVEN_ISSUE = Dict(
],
"https://github.com/JuliaAI/FeatureSelection.jl/issues/15" =>
model -> model.package_name == "FeatureSelection" &&
model.name == "RecursiveFeatureElimination"
model.name == "RecursiveFeatureElimination",
"https://github.com/sylvaticus/BetaML.jl/issues/75" =>
model -> model.package_name == "BetaML" &&
model.name == "NeuralNetworkClassifier",
"https://github.com/MilesCranmer/SymbolicRegression.jl/issues/390" =>
model -> model.package_name == "SymbolicRegression" &&
model.name == "SRRegressor"
)


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