fastLoess 0.1.0

High-level, parallel LOESS (Locally Estimated Scatterplot Smoothing) implementation in Rust
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

//! Layer 6: Adapters
//!
//! ## Purpose
//!
//! This layer provides user-facing APIs that adapt the engine layer for different
//! execution modes and use cases:
//!
//! - **Batch**: Unified adapter for parallel/sequential execution
//! - **Streaming**: Chunked processing for large datasets
//! - **Online**: Incremental updates for real-time data
//!
//! ## Architecture
//!
//! ```text
//! Layer 7: API
//!   ↓
//! Layer 6: Adapters ← You are here
//!   ↓
//! Layer 5: Engine
//!   ↓
//! Layer 4: Evaluation
//!   ↓
//! Layer 3: Algorithms (at loess-rs)
//!   ↓
//! Layer 2: Math
//!   ↓
//! loess-rs
//! ```

/// Unified batch adapter for LOESS smoothing.
pub mod batch;

/// Streaming LOESS for large datasets.
pub mod streaming;

/// Online LOESS for real-time data streams.
pub mod online;