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Improved visualization of interactions

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@mathias-von-ottenbreit mathias-von-ottenbreit released this 12 Sep 18:05
· 12 commits to main since this release

Changes

  • The get_unique_term_affiliation_shape method now includes an optional parameter, additional_points (default: 250). This parameter adds evenly spaced points for two-way or higher-order interactions, ensuring smoother visualization and reducing artifacts from sparse data. For the same reason, the default value for max_rows_before_sampling has been increased from 100,000 to 500,000.

  • The example scripts now use heatmaps instead of 3D charts to plot two-way interactions, improving clarity and interpretability.