# Plotting

The package provides both static and interactive views of the posterior
surface.

## Static 2D plot

The 2D plot is the clearest compact summary of:

- the posterior surface across the embedded space
- contour structure
- projected test compounds

## Static 3D plot

The 3D plot makes the surface geometry easier to inspect, especially for
users who want to understand where high-posterior regions sit relative
to the projected compounds.

## Interactive 2D plot

The Bokeh plot adds:

- legend-toggle layers
- interactive hover over test compounds
- contour-level hover
- optional RDKit hover depictions when SMILES are passed

## Why the plots matter

The plots are not just decoration. They are part of the package’s main
scientific value because they make the posterior surface interpretable
as a spatial model rather than only as a scalar metric output.