Mean shift clustering plugin

Mean shift clustering plugin for the ManiVault visual analytics framework.

git clone [email protected]:ManiVaultStudio/MeanShiftClustering.git

Applies mean shift clustering to a selected dataset based on Lampe and Hausers real-time KDE implemented in ManiVault's core.

Cluster-colored embedding of the MNIST dataset (left) and UI of the mean shift analysis plugin (right)

Features

• Real-time updates of the clustering when adjusting the sigma parameter
• Several colormaps for automatic coloring of clusters
• Manual color selection for clusters

The plugin requires at least OpenGL 3.3.