Module advanced_advanced_visualization 

Advanced Time Series Visualization Module

This module provides state-of-the-art visualization capabilities for time series data, including AI-powered visual analytics, real-time streaming visualization, 3D plotting, and advanced interactive features with machine learning integration.

Features

• AI-Powered Visual Analytics: Automated pattern recognition and visualization suggestions
• Real-time Streaming Plots: Live updating visualizations for streaming data
• 3D and Multi-dimensional Visualization: Complex data relationships in 3D space
• Interactive Machine Learning Plots: Visualize ML model predictions and uncertainties
• Advanced Statistical Overlays: Automated statistical annotations and insights
• Cross-platform Rendering: WebGL, Canvas, SVG, and native rendering
• Performance-Optimized: Handles millions of data points with smooth interactions
• Collaborative Features: Real-time sharing and annotation capabilities
• Accessibility Features: Screen reader support and color-blind friendly palettes

Structs

Advanced3DVisualization

Advanced-advanced 3D visualization engine

AdvancedExporter

Export capabilities for advanced visualizations

AdvancedPlotConfig

Advanced-advanced plot configuration with AI assistance

Color

Color representation

DataDecimationConfig

Data decimation configuration

DirectionalLight

Directional light source

LevelOfDetail

Level of detail configuration for large datasets

LightingConfig

Lighting configuration

Point3D

3D point representation

PointLight

Point light source

StreamingVisualization

Real-time streaming visualization

Surface3D

3D surface for visualization

Enums

DecimationAlgorithm

Decimation algorithms

RenderingEngine

Rendering engine options