pub struct ConfigurationPredictor { /* private fields */ }Expand description
✅ Advanced MODE: ML-based configuration prediction
Implementations§
Source§impl ConfigurationPredictor
impl ConfigurationPredictor
Sourcepub fn predict_optimal_config(
&self,
state: &str,
_transformation_type: &str,
_user_params: &HashMap<String, f64>,
) -> Result<OptimizationConfig>
pub fn predict_optimal_config( &self, state: &str, _transformation_type: &str, _user_params: &HashMap<String, f64>, ) -> Result<OptimizationConfig>
Predict optimal configuration using ML model
Sourcepub fn update_from_feedback(
&mut self,
performance: &PerformanceMetric,
) -> Result<()>
pub fn update_from_feedback( &mut self, performance: &PerformanceMetric, ) -> Result<()>
Update model from performance feedback
Sourcepub fn retrain_with_history(
&mut self,
history: &HashMap<String, Vec<PerformanceMetric>>,
) -> Result<()>
pub fn retrain_with_history( &mut self, history: &HashMap<String, Vec<PerformanceMetric>>, ) -> Result<()>
Retrain model with historical data
Trait Implementations§
Auto Trait Implementations§
impl Freeze for ConfigurationPredictor
impl RefUnwindSafe for ConfigurationPredictor
impl Send for ConfigurationPredictor
impl Sync for ConfigurationPredictor
impl Unpin for ConfigurationPredictor
impl UnwindSafe for ConfigurationPredictor
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T: ?Sized,
impl<T> BorrowMut<T> for Twhere
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Converts
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Converts self into a Right variant of Either<Self, Self>
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fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
Converts
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if into_left(&self) returns true.
Converts self into a Right variant of Either<Self, Self>
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fn from_subset(element: &SS) -> SP
The inclusion map: converts
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