PROJECT-NEBULAGRAPH MODULE
NebulaGraph
High-dimensional data visualization.
Creative Tech5 Einträge
Überblick
An open-source tool to visualize complex high-dimensional datasets with WebGL. Designed for data scientists to explore clusters and relationships in large-scale data.
Fallstudie
Problem
Analyzing relationships in datasets with millions of nodes is computationally expensive and visually chaotic with standard DOM or SVG-based tools.
Lösung
Developed a custom rendering engine in WebGL and Three.js, offloading coordinate computation to the GPU via GLSL shaders.
Ergebnisse
- Rendering capacity increased to 1 million data points at 60fps.
- Direct integration with Data Science workflows (Jupyter/Pandas).
- 80% reduction in initial data loading time through binary streaming.
Verwendete Technologien
WebGLThree.jsPythonFastAPINumPy