Model Browser
Models may appear under multiple categories.
Below an encoder is any transformer that does not fall under another category, such as "Missing Value Imputation" or "Dimension Reduction".
Categories
Regression | Classification | Outlier Detection | Iterative Models | Ensemble Models | Dimension Reduction | Clustering | Bayesian Models | Class Imbalance | Encoders | Meta Algorithms | Neural Networks | Static Models | Missing Value Imputation | Density Estimation | Feature Engineering | Text Analysis | Image Processing
Regression
DecisionTreeRegressor (DecisionTree.jl/MLJDecisionTreeInterface.jl)
LinearRegressor (MultivariateStats.jl/MLJMultivariateStatsInterface.jl)
MultitargetLinearRegressor (MultivariateStats.jl/MLJMultivariateStatsInterface.jl)
MultitargetRidgeRegressor (MultivariateStats.jl/MLJMultivariateStatsInterface.jl)
OrthogonalMatchingPursuitCVRegressor (MLJScikitLearnInterface.jl)
OrthogonalMatchingPursuitRegressor (MLJScikitLearnInterface.jl)
RandomForestRegressor (DecisionTree.jl/MLJDecisionTreeInterface.jl)
RidgeRegressor (MultivariateStats.jl/MLJMultivariateStatsInterface.jl)
Classification
AdaBoostStumpClassifier (DecisionTree.jl/MLJDecisionTreeInterface.jl)
BayesianLDA (MultivariateStats.jl/MLJMultivariateStatsInterface.jl)
BayesianSubspaceLDA (MultivariateStats.jl/MLJMultivariateStatsInterface.jl)
DecisionTreeClassifier (DecisionTree.jl/MLJDecisionTreeInterface.jl)
GaussianNBClassifier (NaiveBayes.jl/MLJNaiveBayesInterface.jl)
MultinomialNBClassifier (NaiveBayes.jl/MLJNaiveBayesInterface.jl)
RandomForestClassifier (DecisionTree.jl/MLJDecisionTreeInterface.jl)
SubspaceLDA (MultivariateStats.jl/MLJMultivariateStatsInterface.jl)
Outlier Detection
Iterative Models
RandomForestClassifier (DecisionTree.jl/MLJDecisionTreeInterface.jl)
RandomForestRegressor (DecisionTree.jl/MLJDecisionTreeInterface.jl)
Ensemble Models
RandomForestClassifier (DecisionTree.jl/MLJDecisionTreeInterface.jl)
RandomForestRegressor (DecisionTree.jl/MLJDecisionTreeInterface.jl)
Dimension Reduction
BayesianLDA (MultivariateStats.jl/MLJMultivariateStatsInterface.jl)
BayesianSubspaceLDA (MultivariateStats.jl/MLJMultivariateStatsInterface.jl)
FactorAnalysis (MultivariateStats.jl/MLJMultivariateStatsInterface.jl)
KernelPCA (MultivariateStats.jl/MLJMultivariateStatsInterface.jl)
PPCA (MultivariateStats.jl/MLJMultivariateStatsInterface.jl)
SubspaceLDA (MultivariateStats.jl/MLJMultivariateStatsInterface.jl)
Clustering
Bayesian Models
BayesianLDA (MultivariateStats.jl/MLJMultivariateStatsInterface.jl)
BayesianSubspaceLDA (MultivariateStats.jl/MLJMultivariateStatsInterface.jl)
GaussianNBClassifier (NaiveBayes.jl/MLJNaiveBayesInterface.jl)
MultinomialNBClassifier (NaiveBayes.jl/MLJNaiveBayesInterface.jl)