Looks like Apple is letting their research publish open source projects! If so — that’s great news for the OSS ecosystem.
Embedding Atlas Features:
-
🏷️ Automatic data clustering & labeling: Interactively visualize and navigate overall data structure.
-
🫧 Kernel density estimation & density contours: Easily explore and distinguish between dense regions of data and outliers.
-
🧊 Order-independent transparency: Ensure clear, accurate rendering of overlapping points.
-
🔍 Real-time search & nearest neighbors: Find similar data to a given query or existing data point.
-
🚀 WebGPU implementation (with WebGL 2 fallback): Fast, smooth performance (up to few million points) with modern rendering stack.
-
📊 Multi-coordinated views for metadata exploration: Interactively link and filter data across metadata columns.
Check out the demo — impressive this is all done in the browser!