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Oct 05, 2022
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Dean Samuel Schmitz
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@@ -12,38 +12,38 @@ In the project they can be found under :
## Classification
*
[x] Adaboost
*
[
x]
[
Adaboost
](
https://gitlab.cs.uni-duesseldorf.de/stups/abschlussarbeiten/prolog-mlpack-libary/-/wikis/PrologMethods/Classification/adaboost
)
*
[ ] Decision_Stump
*
[x] Decision_Tree
*
[x] Hoeffding_Tree
*
[x] Linear_SVM
*
[x] Logistic_Regression
*
[x] NBC
*
[x] Perceptron
*
[x] Random_Forest
*
[x] Softmax_Regression
*
[
x]
[
Decision_Tree
](
https://gitlab.cs.uni-duesseldorf.de/stups/abschlussarbeiten/prolog-mlpack-libary/-/wikis/PrologMethods/Classification/decision_tree
)
*
[
x]
[
Hoeffding_Tree
](
https://gitlab.cs.uni-duesseldorf.de/stups/abschlussarbeiten/prolog-mlpack-libary/-/wikis/PrologMethods/Classification/hoeffding_tree
)
*
[
x]
[
Linear_SVM
](
https://gitlab.cs.uni-duesseldorf.de/stups/abschlussarbeiten/prolog-mlpack-libary/-/wikis/PrologMethods/Classification/linear_svm
)
*
[
x]
[
Logistic_Regression
](
https://gitlab.cs.uni-duesseldorf.de/stups/abschlussarbeiten/prolog-mlpack-libary/-/wikis/PrologMethods/Classification/logistic_regression
)
*
[
x]
[
NBC
](
https://gitlab.cs.uni-duesseldorf.de/stups/abschlussarbeiten/prolog-mlpack-libary/-/wikis/PrologMethods/Classification/naive_bayes_classifier
)
*
[
x]
[
Perceptron
](
https://gitlab.cs.uni-duesseldorf.de/stups/abschlussarbeiten/prolog-mlpack-libary/-/wikis/PrologMethods/Classification/perceptron
)
*
[
x]
[
Random_Forest
](
https://gitlab.cs.uni-duesseldorf.de/stups/abschlussarbeiten/prolog-mlpack-libary/-/wikis/PrologMethods/Classification/random_forest
)
*
[
x]
[
Softmax_Regression
](
https://gitlab.cs.uni-duesseldorf.de/stups/abschlussarbeiten/prolog-mlpack-libary/-/wikis/PrologMethods/Classification/softmax_regression
)
## Regression
*
[x] Bayesian_Linear_Regression
*
[x] Lars
*
[x] Linear_Regression
*
[
x]
[
Bayesian_Linear_Regression
](
https://gitlab.cs.uni-duesseldorf.de/stups/abschlussarbeiten/prolog-mlpack-libary/-/wikis/PrologMethods/Regression/bayesian_linear_regression
)
*
[
x]
[
Lars
](
https://gitlab.cs.uni-duesseldorf.de/stups/abschlussarbeiten/prolog-mlpack-libary/-/wikis/PrologMethods/Regression/lars
)
*
[
x]
[
Linear_Regression
](
https://gitlab.cs.uni-duesseldorf.de/stups/abschlussarbeiten/prolog-mlpack-libary/-/wikis/PrologMethods/Regression/linear_regression
)
## Clustering
*
[x] DBScan
*
[
x]
[
DBScan
](
https://gitlab.cs.uni-duesseldorf.de/stups/abschlussarbeiten/prolog-mlpack-libary/-/wikis/PrologMethods/Clustering/dbscan
)
*
[ ] GMM
*
[x] KMeans
*
[x] Mean_Shift
*
[
x]
[
KMeans
](
https://gitlab.cs.uni-duesseldorf.de/stups/abschlussarbeiten/prolog-mlpack-libary/-/wikis/PrologMethods/Clustering/kmeans
)
*
[
x]
[
Mean_Shift
](
https://gitlab.cs.uni-duesseldorf.de/stups/abschlussarbeiten/prolog-mlpack-libary/-/wikis/PrologMethods/Clustering/mean_shift
)
## Geometry
*
[x] Approx_KFN
*
[x] EMST
*
[x] FastMKS
*
[x]
LSH
*
[x] KNN
*
[x]
KFN
*
[
x]
[
Approx_KFN
](
https://gitlab.cs.uni-duesseldorf.de/stups/abschlussarbeiten/prolog-mlpack-libary/-/wikis/PrologMethods/Geometry/approx_kfn
)
*
[
x]
[
EMST
](
https://gitlab.cs.uni-duesseldorf.de/stups/abschlussarbeiten/prolog-mlpack-libary/-/wikis/PrologMethods/Geometry/emst
)
*
[
x]
[
FastMKS
](
https://gitlab.cs.uni-duesseldorf.de/stups/abschlussarbeiten/prolog-mlpack-libary/-/wikis/PrologMethods/Geometry/fastmks
)
*
[
x]
[KFN
](
https://gitlab.cs.uni-duesseldorf.de/stups/abschlussarbeiten/prolog-mlpack-libary/-/wikis/PrologMethods/Geometry/kfn
)
*
[
x]
[
KNN
](
https://gitlab.cs.uni-duesseldorf.de/stups/abschlussarbeiten/prolog-mlpack-libary/-/wikis/PrologMethods/Geometry/knn
)
*
[
x]
[LSH
](
https://gitlab.cs.uni-duesseldorf.de/stups/abschlussarbeiten/prolog-mlpack-libary/-/wikis/PrologMethods/Geometry/lsh
)
*
[ ] KRANN
## Preproccessing
...
...
@@ -60,15 +60,15 @@ In the project they can be found under :
*
[ ] CF
*
[ ] DET
*
[ ] HMM
*
[x] KDE
*
[x] NMF
*
[
x]
[
KDE
](
https://gitlab.cs.uni-duesseldorf.de/stups/abschlussarbeiten/prolog-mlpack-libary/-/wikis/PrologMethods/Misc.-other/kde
)
*
[
x]
[
NMF
](
https://gitlab.cs.uni-duesseldorf.de/stups/abschlussarbeiten/prolog-mlpack-libary/-/wikis/PrologMethods/Misc.-other/nmf
)
## Transformation
*
[x] Kernel_PCA
*
[x] LMNN
*
[x] Local_Coordinate_Coding
*
[x] NCA
*
[x] PCA
*
[x] Radical
*
[x] Sparse_Coding
\ No newline at end of file
*
[
x] [Kernel_PCA
](
https://gitlab.cs.uni-duesseldorf.de/stups/abschlussarbeiten/prolog-mlpack-libary/-/wikis/PrologMethods/Transformation/kernel_pca
)
*
[
x] [LMNN
](
https://gitlab.cs.uni-duesseldorf.de/stups/abschlussarbeiten/prolog-mlpack-libary/-/wikis/PrologMethods/Transformation/lmnn
)
*
[
x] [Local_Coordinate_Coding
](
https://gitlab.cs.uni-duesseldorf.de/stups/abschlussarbeiten/prolog-mlpack-libary/-/wikis/PrologMethods/Transformation/local_coordinate_coding
)
*
[
x] [NCA
](
https://gitlab.cs.uni-duesseldorf.de/stups/abschlussarbeiten/prolog-mlpack-libary/-/wikis/PrologMethods/Transformation/nca
)
*
[
x] [PCA
](
https://gitlab.cs.uni-duesseldorf.de/stups/abschlussarbeiten/prolog-mlpack-libary/-/wikis/PrologMethods/Transformation/pca
)
*
[
x] [Radical
](
https://gitlab.cs.uni-duesseldorf.de/stups/abschlussarbeiten/prolog-mlpack-libary/-/wikis/PrologMethods/Transformation/radical
)
*
[
x] [Sparse_Coding
](
https://gitlab.cs.uni-duesseldorf.de/stups/abschlussarbeiten/prolog-mlpack-libary/-/wikis/PrologMethods/Transformation/sparse_coding
)
\ No newline at end of file
