JulianThijssen / ProjectionExplorer

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Projection Explorer

Welcome to the Projection Explorer project! This source repository contains the projection explanation plugin built on the ManiVault system. More about this system can be found at to be published.

This plugin contains the source implementation of the paper Scaling Up the Explanation of Multidimensional Projections. It features:

  • variance attribute-based global explanations as described in the paper Attribute-based Visual Explanation of Multidimensional Projections,
  • a new value-based global explanation showing at a glance which dimensions have unusual values in which parts of the projection,
  • a means of local explanation through lens-based user interaction with the projection,
  • a tool for computing differential local explanations between different areas of the projection,
  • a tool for including or excluding certain dimensions from the explanation in order to dig deeper

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