Pinned

1. DataVisualizations DataVisualizations Public

   A collection of various visualizations methods is provided. The flagship is explorative data science using distribution analysis and PDE-optimized violin plots.

   R 7 3

2. ABCanalysis ABCanalysis Public

   ABC Analysis computes optimal limits by exploiting the mathematical properties pertaining to distribution of analyzed items. The data containing positive values is divided into three disjoint subse…

   R 1

3. AdaptGauss AdaptGauss Public

   Multimodal distributions can be modelled as a mixture of components. The model is derived using the Pareto Density Estimation (PDE) for an estimation of the pdf. PDE has been designed in particular…

   R 1

4. DatabionicSwarm DatabionicSwarm Public

   The Databionic swarm is an unsupervised machine learning method for cluster analysis and the visualization of structures of high-dimensional data.

   R 10 2

5. FCPS FCPS Public

   The Fundamental Clustering Problems Suite (FCPS) summaries 54 state-of-the-art clustering algorithms, common cluster challenges and estimations of the number of clusters as well as the testing for …

   HTML 11 1

6. ProjectionBasedClustering ProjectionBasedClustering Public

   A clustering approach for every projection method based on the generalized U*-matrix visualization of a topographic map

   R 6 4