libsvm-rs 0.4.0

Pure Rust reimplementation of LIBSVM — SVM training and prediction
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

//! # libsvm-rs
//!
//! A pure Rust reimplementation of [LIBSVM](https://github.com/cjlin1/libsvm),
//! targeting numerical equivalence and model-file compatibility with the
//! original C++ library.
//!
//! ## Status
//!
//! **Phases 0–4 complete**: types, I/O, kernels, cache, prediction, full
//! SMO solver, probability estimates (Platt scaling), and cross-validation.
//! Training works for all 5 SVM types (C-SVC, ν-SVC, one-class, ε-SVR,
//! ν-SVR). See [`train::svm_train`] for training, [`predict::predict`]
//! for inference, and [`predict::predict_probability`] for probabilistic
//! outputs.
//!
//! ## Feature Flags
//!
//! - `rayon` — Enable parallel cross-validation (off by default).

pub mod types;
pub mod error;
pub mod io;
pub mod kernel;
pub mod cache;
pub mod qmatrix;
pub mod solver;
pub mod train;

pub mod predict;
pub mod probability;
pub mod cross_validation;

pub use error::SvmError;
pub use types::*;