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AdvancedParallelStatsProcessor

scirs2_stats::parallel_stats_advanced

Struct AdvancedParallelStatsProcessor 

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pub struct AdvancedParallelStatsProcessor { /* private fields */ }
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Main advanced-parallel statistical processor

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impl AdvancedParallelStatsProcessor

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pub fn new(config: AdvancedParallelConfig) -> StatsResult<Self>

Create new advanced-parallel processor

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pub fn default() -> StatsResult<Self>

Create with default configuration

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pub fn mean_advanced_parallel<F>( &self, data: ArrayView1<'_, F>, ) -> StatsResult<AdvancedParallelResult<F>>
where F: Float + NumCast + Send + Sync + Zero + Sum + Display,

Compute mean using advanced-parallel processing

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pub fn variance_advanced_parallel<F>( &self, data: ArrayView1<'_, F>, ddof: usize, ) -> StatsResult<AdvancedParallelResult<F>>
where F: Float + NumCast + Send + Sync + Zero + Sum + Display,

Compute variance using advanced-parallel processing

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pub fn correlation_matrix_advanced_parallel<F>( &self, data: ArrayView2<'_, F>, ) -> StatsResult<AdvancedParallelResult<Array2<F>>>
where F: Float + NumCast + Send + Sync + Zero + Sum + Clone + Display,

Compute correlation matrix using advanced-parallel processing

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pub fn get_performance_statistics(&self) -> PerformanceStatistics

Get performance statistics

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