Mean shift clustering plugin for the ManiVault visual analytics framework.
git clone git@github.com: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)
- 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.