leptos-helios 0.8.1

High-performance Rust visualization library with Canvas2D, WebGPU, and WebAssembly support
Documentation 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39

//! Advanced Analytics Engine
//!
//! This module provides comprehensive analytics capabilities for Helios visualizations,
//! including enhanced ML pipelines, statistical analysis, anomaly detection, and forecasting.

pub mod ml_models;
pub mod statistical_analysis;
pub mod time_series;
pub mod correlation;
pub mod types;

// Re-export main types for backward compatibility
pub use types::*;
pub use ml_models::*;
pub use statistical_analysis::*;
pub use time_series::*;
pub use correlation::*;

/// Advanced analytics errors
#[derive(Debug, thiserror::Error)]
pub enum AnalyticsError {
    #[error("ML model error: {message}")]
    MLModelError { message: String },

    #[error("Statistical analysis error: {message}")]
    StatisticalError { message: String },

    #[error("Anomaly detection error: {message}")]
    AnomalyDetectionError { message: String },

    #[error("Forecasting error: {message}")]
    ForecastingError { message: String },

    #[error("Data processing error: {message}")]
    DataProcessingError { message: String },

    #[error("Algorithm registration error: {message}")]
    AlgorithmRegistrationError { message: String },
}