Trait MLModel 

pub trait MLModel:
    Debug
    + Send
    + Sync {
    // Required methods
    fn train(&mut self, training_data: &[TrainingExample]) -> QuantRS2Result<()>;
    fn predict(
        &self,
        input_data: &[MetricMeasurement],
    ) -> QuantRS2Result<Vec<OptimizationRecommendation>>;
    fn accuracy(&self) -> f64;
    fn name(&self) -> &str;
}

Machine learning model trait

Required Methods

fn train(&mut self, training_data: &[TrainingExample]) -> QuantRS2Result<()>

Train model with historical data

fn predict( &self, input_data: &[MetricMeasurement], ) -> QuantRS2Result<Vec<OptimizationRecommendation>>

Predict recommendations

fn accuracy(&self) -> f64

Get model accuracy

fn name(&self) -> &str

Get model name

Implementors