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## Classification
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* [x] Adaboost
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* [x] [Adaboost](https://gitlab.cs.uni-duesseldorf.de/stups/abschlussarbeiten/prolog-mlpack-libary/-/wikis/PrologMethods/Classification/adaboost)
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* [ ] Decision_Stump
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* [x] Decision_Tree
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* [x] Hoeffding_Tree
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* [x] Linear_SVM
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* [x] Logistic_Regression
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* [x] NBC
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* [x] Perceptron
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* [x] Random_Forest
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* [x] Softmax_Regression
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* [x] [Decision_Tree](https://gitlab.cs.uni-duesseldorf.de/stups/abschlussarbeiten/prolog-mlpack-libary/-/wikis/PrologMethods/Classification/decision_tree)
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* [x] [Hoeffding_Tree](https://gitlab.cs.uni-duesseldorf.de/stups/abschlussarbeiten/prolog-mlpack-libary/-/wikis/PrologMethods/Classification/hoeffding_tree)
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* [x] [Linear_SVM](https://gitlab.cs.uni-duesseldorf.de/stups/abschlussarbeiten/prolog-mlpack-libary/-/wikis/PrologMethods/Classification/linear_svm)
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* [x] [Logistic_Regression](https://gitlab.cs.uni-duesseldorf.de/stups/abschlussarbeiten/prolog-mlpack-libary/-/wikis/PrologMethods/Classification/logistic_regression)
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* [x] [NBC](https://gitlab.cs.uni-duesseldorf.de/stups/abschlussarbeiten/prolog-mlpack-libary/-/wikis/PrologMethods/Classification/naive_bayes_classifier)
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* [x] [Perceptron](https://gitlab.cs.uni-duesseldorf.de/stups/abschlussarbeiten/prolog-mlpack-libary/-/wikis/PrologMethods/Classification/perceptron)
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* [x] [Random_Forest](https://gitlab.cs.uni-duesseldorf.de/stups/abschlussarbeiten/prolog-mlpack-libary/-/wikis/PrologMethods/Classification/random_forest)
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* [x] [Softmax_Regression](https://gitlab.cs.uni-duesseldorf.de/stups/abschlussarbeiten/prolog-mlpack-libary/-/wikis/PrologMethods/Classification/softmax_regression)
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## Regression
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* [x] Bayesian_Linear_Regression
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* [x] Lars
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* [x] Linear_Regression
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* [x] [Bayesian_Linear_Regression](https://gitlab.cs.uni-duesseldorf.de/stups/abschlussarbeiten/prolog-mlpack-libary/-/wikis/PrologMethods/Regression/bayesian_linear_regression)
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* [x] [Lars](https://gitlab.cs.uni-duesseldorf.de/stups/abschlussarbeiten/prolog-mlpack-libary/-/wikis/PrologMethods/Regression/lars)
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* [x] [Linear_Regression](https://gitlab.cs.uni-duesseldorf.de/stups/abschlussarbeiten/prolog-mlpack-libary/-/wikis/PrologMethods/Regression/linear_regression)
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## Clustering
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* [x] DBScan
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* [x] [DBScan](https://gitlab.cs.uni-duesseldorf.de/stups/abschlussarbeiten/prolog-mlpack-libary/-/wikis/PrologMethods/Clustering/dbscan)
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* [ ] GMM
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* [x] KMeans
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* [x] Mean_Shift
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* [x] [KMeans](https://gitlab.cs.uni-duesseldorf.de/stups/abschlussarbeiten/prolog-mlpack-libary/-/wikis/PrologMethods/Clustering/kmeans)
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* [x] [Mean_Shift](https://gitlab.cs.uni-duesseldorf.de/stups/abschlussarbeiten/prolog-mlpack-libary/-/wikis/PrologMethods/Clustering/mean_shift)
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## Geometry
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* [x] Approx_KFN
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* [x] EMST
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* [x] FastMKS
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* [x] LSH
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* [x] KNN
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* [x] KFN
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* [x] [Approx_KFN](https://gitlab.cs.uni-duesseldorf.de/stups/abschlussarbeiten/prolog-mlpack-libary/-/wikis/PrologMethods/Geometry/approx_kfn)
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* [x] [EMST](https://gitlab.cs.uni-duesseldorf.de/stups/abschlussarbeiten/prolog-mlpack-libary/-/wikis/PrologMethods/Geometry/emst)
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* [x] [FastMKS](https://gitlab.cs.uni-duesseldorf.de/stups/abschlussarbeiten/prolog-mlpack-libary/-/wikis/PrologMethods/Geometry/fastmks)
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* [x] [KFN](https://gitlab.cs.uni-duesseldorf.de/stups/abschlussarbeiten/prolog-mlpack-libary/-/wikis/PrologMethods/Geometry/kfn)
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* [x] [KNN](https://gitlab.cs.uni-duesseldorf.de/stups/abschlussarbeiten/prolog-mlpack-libary/-/wikis/PrologMethods/Geometry/knn)
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* [x] [LSH](https://gitlab.cs.uni-duesseldorf.de/stups/abschlussarbeiten/prolog-mlpack-libary/-/wikis/PrologMethods/Geometry/lsh)
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* [ ] KRANN
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## Preproccessing
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* [ ] CF
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* [ ] DET
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* [ ] HMM
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* [x] KDE
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* [x] NMF
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* [x] [KDE](https://gitlab.cs.uni-duesseldorf.de/stups/abschlussarbeiten/prolog-mlpack-libary/-/wikis/PrologMethods/Misc.-other/kde)
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* [x] [NMF](https://gitlab.cs.uni-duesseldorf.de/stups/abschlussarbeiten/prolog-mlpack-libary/-/wikis/PrologMethods/Misc.-other/nmf)
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## Transformation
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* [x] Kernel_PCA
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* [x] LMNN
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* [x] Local_Coordinate_Coding
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* [x] NCA
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* [x] PCA
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* [x] Radical
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* [x] Sparse_Coding |
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* [x] [Kernel_PCA](https://gitlab.cs.uni-duesseldorf.de/stups/abschlussarbeiten/prolog-mlpack-libary/-/wikis/PrologMethods/Transformation/kernel_pca)
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* [x] [LMNN](https://gitlab.cs.uni-duesseldorf.de/stups/abschlussarbeiten/prolog-mlpack-libary/-/wikis/PrologMethods/Transformation/lmnn)
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* [x] [Local_Coordinate_Coding](https://gitlab.cs.uni-duesseldorf.de/stups/abschlussarbeiten/prolog-mlpack-libary/-/wikis/PrologMethods/Transformation/local_coordinate_coding)
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* [x] [NCA](https://gitlab.cs.uni-duesseldorf.de/stups/abschlussarbeiten/prolog-mlpack-libary/-/wikis/PrologMethods/Transformation/nca)
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* [x] [PCA](https://gitlab.cs.uni-duesseldorf.de/stups/abschlussarbeiten/prolog-mlpack-libary/-/wikis/PrologMethods/Transformation/pca)
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* [x] [Radical](https://gitlab.cs.uni-duesseldorf.de/stups/abschlussarbeiten/prolog-mlpack-libary/-/wikis/PrologMethods/Transformation/radical)
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* [x] [Sparse_Coding](https://gitlab.cs.uni-duesseldorf.de/stups/abschlussarbeiten/prolog-mlpack-libary/-/wikis/PrologMethods/Transformation/sparse_coding) |
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