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Automatic data clustering & labeling
Interactively visualize and navigate overall data structure.
Embedding AtlasScalable, Interactive Visualization
Visualize, cross-filter, and search embeddings and metadata.
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Kernel density estimation & density contours
Easily explore and distinguish between dense regions of data and outliers.
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Order-independent transparency
Ensure clear, accurate rendering of overlapping points.
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Real-time search & nearest neighbors
Find similar data to a given query or existing data point.
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WebGPU implementation (with WebGL 2 fallback)
Fast, smooth performance (up to few million points) with modern rendering stack.
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Multi-coordinated views for metadata exploration
Interactively link and filter data across metadata columns.