Latent Scope 1.0 Released: 3D UMAP Visualization
enjalot · x · 2026-07-12
The author released Latent Scope 1.0, a tool that converts image directories, text corpora, or existing RAG databases into interactive maps, letting users view data through a Transformer lens.
The new version introduces 3D UMAP projection, which is simple to implement and retains more information than 2D. To tackle the issue of overly dense data points in 3D graphs, the author experimented with a "voxel heatmap" approach, binning data in 3D space and interactively viewing slices to improve readability.
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