oxicuda-cs 0.4.0

OxiCUDA: Compressed Sensing, Sparse Recovery, and Low-Rank Matrix Completion
Documentation 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21

//! Dictionary learning: K-SVD, MOD, and online dictionary updates.

pub mod coupled_dl;
pub mod k_svd;
pub mod mod_dl;
pub mod online_dl;

pub use coupled_dl::{CoupledDictionary, CoupledDlConfig, couple_code, coupled_dl};
pub use k_svd::k_svd;
pub use mod_dl::mod_dl;
pub use online_dl::online_dl;

/// Dictionary learning result.
#[derive(Debug, Clone)]
pub struct DictionaryResult {
    /// `d × k` dictionary row-major (each column is an atom).
    pub dict: Vec<f64>,
    /// `k × n_samples` coefficient matrix row-major.
    pub codes: Vec<f64>,
    pub iterations: usize,
}