anofox-forecast 0.4.6

Time series forecasting library - Rust port of anofox-time
Documentation 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20

//! Seasonality detection and decomposition.
//!
//! This module provides tools for analyzing seasonal patterns in time series:
//! - STL: Seasonal-Trend decomposition using LOESS
//! - MSTL: Multiple seasonal-trend decomposition for multiple periods
//! - Fourier: Prophet-style Fourier seasonality modeling

pub mod convenience;
pub mod fourier;
mod mstl;
mod stl;

pub use convenience::recompose as recompose_components;
pub use convenience::{
    deseasonalize, detrend, remainder_component, seasonal_adjust, seasonal_component,
    trend_component,
};
pub use fourier::{fourier_terms, FourierSeasonality};
pub use mstl::{MSTLResult, MSTL};
pub use stl::{STLResult, StlBuilder, StlScratch, STL};