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1. DataVisualizationsDataVisualizationsPublic

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

   R 8 3

2. AdaptGaussAdaptGaussPublic

   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

3. DatabionicSwarmDatabionicSwarmPublic

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

   R 12 2

4. FCPSFCPSPublic

   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 25 2

5. ProjectionBasedClusteringProjectionBasedClusteringPublic

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

   R 8 4

6. memsharememsharePublic

   This project extends R with a mechanism for efficient parallel data access by utilizing C++ shared memory. Large data objects can be accessed and manipulated directly from R without redundant copy…

   R 15