7 releases (2 stable)
1.0.1 | Apr 26, 2024 |
---|---|
0.9.9 | Apr 26, 2024 |
#15 in #dynamic-programming
280KB
677 lines
DTW_RS
A Dynamic Time Warping (DTW) library for Rust
Computation methods:
- Dynamic programming
- Dynamic programming with the Sakoe-Chuba Band
- Dynamic programming with the Itakura Parallelogram (future plan)
- FastDTW (future plan)
Install:
cargo add dtw_rs
Usage:
use dtw_rs::{Algorithm, DynamicTimeWarping};
let a = [1.0, 3.0, 9.0, 2.0, 1.0];
let b = [2.0, 0.0, 0.0, 8.0, 7.0, 2.0];
let dtw = DynamicTimeWarping::between(&a, &b);
println!("Distance: {}, Path: {:?}", dtw.distance(), dtw.path());
lib.rs
:
DTW_RS
A Dynamic Time Warping (DTW) library for Rust
Computation methods:
- Dynamic programming
- Dynamic programming with the Sakoe-Chuba Band
- Dynamic programming with the Itakura Parallelogram (future plan)
- FastDTW (future plan)
use dtw_rs_band_fork::{Algorithm, DynamicTimeWarping};
let a = [1.0, 3.0, 9.0, 2.0, 1.0];
let b = [2.0, 0.0, 0.0, 8.0, 7.0, 2.0];
let dtw = DynamicTimeWarping::between(&a, &b);
println!("Distance: {}, Path: {:?}", dtw.distance(), dtw.path());