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Decouple projection and KMeans in embed_explore app #25
The precalculated app was refactored in #24 to separate dim reduction from KMeans so users can project once and run multiple k values without re-projecting. The embed_explore app still couples them in a single "Run Clustering" action.
We'd like to mirror the precalculated app's split:
Replace render_clustering_section() in apps/embed_explore/components/sidebar.py with separate render_projection_section() and render_kmeans_section()
Replace hardcoded color_col = 'cluster' in shared/components/visualization.py:127 with the "Color by" dropdown pattern. Color by different KMeans cluster result
Preserve KMeans columns on re-projection with PCA, TSNE, UMAP
Activity
egrace479 commentedon Aug 27, 2026
@NetZissou, wasn't this completed in #29?
NetZissou commentedon Aug 27, 2026
@egrace479 yes confirmed this issue is addressed by the merged #29.