SlidingWindowAnalyzer

organizational_intelligence_plugin::sliding_window

Struct SlidingWindowAnalyzer 

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pub struct SlidingWindowAnalyzer { /* private fields */ }
Expand description

Sliding window correlation analyzer

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impl SlidingWindowAnalyzer

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pub fn new_six_month() -> Self

Create analyzer with 6-month windows, 3-month stride (50% overlap)

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pub fn new(window_size: f64, stride: f64) -> Self

Create analyzer with custom window size and stride

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pub fn generate_windows( &self, start_time: f64, end_time: f64, ) -> Vec<TimeWindow>

Generate time windows for given data range

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pub fn compute_window_correlation( &self, store: &FeatureStore, window: &TimeWindow, ) -> Result<WindowedCorrelationMatrix>

Compute correlation matrix for features in a time window

Returns correlation matrix between all feature dimensions

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pub fn compute_all_windows( &self, store: &FeatureStore, ) -> Result<Vec<WindowedCorrelationMatrix>>

Compute correlation matrices for all windows

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