oxicuda-anomaly 0.2.0

Anomaly detection primitives for OxiCUDA — DeepSVDD, AE/VAE reconstruction, LOF, COPOD, isolation scoring, statistical methods, ensemble
Documentation
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//! Statistical anomaly detection methods (MAD, Z-score, percentile threshold, HBOS, ECOD,
//! conformal p-values, concept-drift detectors, online streaming detectors, and
//! Extreme Value Theory GPD detector).
pub mod concept_drift;
pub mod conformal;
pub mod ecod;
pub mod extreme_value;
pub mod hbos;
pub mod online_stats;
pub mod rock_idec;
pub mod stats;

pub use extreme_value::{GpdDetector, GpdFit};
pub use online_stats::{
    ExponentialZ, OnlineZScore, SlidingMad, StreamMethod, StreamingResult,
    StreamingThresholdDetector,
};
pub use rock_idec::{IdecConfig, IdecDetector, RockConfig, RockDetector};