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OnlineLearningModel

oxirs_stream::ml_integration

Struct OnlineLearningModel

pub struct OnlineLearningModel { /* private fields */ }

Expand description

Online learning model

Implementations§

impl OnlineLearningModel

pub fn new(config: MLModelConfig, num_features: usize) -> Self

Create a new online learning model

pub fn train(&self, features: &Array1<f64>, target: f64) -> Result<()>

Train on a single sample (online learning)

pub fn predict(&self, features: &Array1<f64>) -> Result<PredictionResult>

Make a prediction

pub fn get_metrics(&self) -> ModelMetrics

Get model metrics

Auto Trait Implementations§

impl Freeze for OnlineLearningModel

impl !RefUnwindSafe for OnlineLearningModel

impl Send for OnlineLearningModel

impl Sync for OnlineLearningModel

impl Unpin for OnlineLearningModel

impl UnsafeUnpin for OnlineLearningModel

impl !UnwindSafe for OnlineLearningModel

Blanket Implementations§

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