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PredictiveAnalytics

oxirs_stream::predictive_analytics

Struct PredictiveAnalytics 

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pub struct PredictiveAnalytics { /* private fields */ }
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Main predictive analytics engine

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impl PredictiveAnalytics

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pub fn new(config: ForecastingConfig) -> Result<Self>

Create a new predictive analytics engine

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pub async fn add_data_point(&mut self, value: f64) -> Result<()>

Add a new data point and update the model incrementally

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pub async fn train(&mut self, data: &[f64]) -> Result<()>

Train the model on historical data

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pub async fn forecast(&mut self, steps: usize) -> Result<ForecastResult>

Generate forecast for the specified horizon

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pub async fn get_stats(&self) -> PredictiveStats

Get current statistics

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pub async fn reset(&mut self) -> Result<()>

Reset the model

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