embedding atlas

We have hosted the application embedding atlas in order to run this application in our online workstations with Wine or directly.

Quick description about embedding atlas:

Embedding Atlas is an open-source tool by Apple that provides scalable, interactive visualizations for large embedding datasets. It enables users to visualize, cross-filter, and search through embeddings alongside rich metadata, all in real time using modern web-based technologies. In addition to the command line tool, Embedding Atlas is also available as a Jupyter widget. Finally, components from Embedding Atlas are also available in an npm package. Order-independent transparency ensuring accurate rendering despite overlapping points.

Features:

• Automatic data clustering and labeling for intuitive structure navigation
• Kernel density estimation and density contours to highlight dense regions and outliers
• Order-independent transparency ensuring accurate rendering despite overlapping points
• Real-time search and nearest neighbor queries for quick exploration of similar data points
• WebGPU-backed rendering (with WebGL?2 fallback) delivering smooth performance for up to millions of points
• Multi-coordinated views enabling interactive linking and filtering across metadata dimensions

Programming Language: TypeScript.
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