Home.md

+# Method Implementation Documentation
+
+Here you can find all the documentation sites for the implemented mlpack methods of this libraray.
+
+In the project they can be found under :
+
+`/src/methods/name_of_method`
+
+<span dir="">When selecting and naming the methods i tried to follow the scheme of the python mlpack documentation.</span>
+
+# Prolog Methods
+
+## Classification
+
+* [x] [Adaboost](https://gitlab.cs.uni-duesseldorf.de/stups/abschlussarbeiten/prolog-mlpack-libary/-/wikis/PrologMethods/adaboost#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
+
+## Regression
+
+* [x] Bayesian_Linear_Regression
+* [x] Lars
+* [x] Linear_Regression
+
+## Clustering
+
+* [x] DBScan
+* [ ] GMM
+* [x] KMeans
+* [x] Mean_Shift
+
+## Geometry
+
+* [x] Approx_KFN
+* [x] EMST
+* [x] FastMKS
+* [x] LSH
+* [x] KNN
+* [x] KFN
+* [ ] KRANN
+
+## Preproccessing
+
+* [ ] <span dir="">Preproccess_Split</span>
+* [ ] <span dir="">Preproccess_Binarize</span>
+* [ ] <span dir="">Preproccess_Describe</span>
+* [ ] <span dir="">Preproccess_Scale</span>
+* [ ] <span dir="">Preproccess_One_Hot_Encoding</span>
+* [ ] <span dir="">Image_Converter</span>
+
+## Misc. /other
+
+* [ ] CF
+* [ ] DET
+* [ ] HMM
+* [x] KDE
+* [x] 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