Struct GpuTimeSeriesProcessor 

pub struct GpuTimeSeriesProcessor<F: Float + Debug> { /* private fields */ }

GPU-accelerated parallel time series processing

Implementations

impl<F: Float + Debug + Clone + Zero + One + Sum + PartialOrd + Copy> GpuTimeSeriesProcessor<F>

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

Create new GPU processor

pub fn batch_forecast( &self, series_batch: &[Array1<F>], forecast_steps: usize, method: ForecastMethod, ) -> Result<Vec<Array1<F>>>

GPU-accelerated batch forecasting for multiple time series

pub fn batch_correlation_matrix( &self, seriesbatch: &[Array1<F>], ) -> Result<Array2<F>>

GPU-accelerated correlation matrix computation

pub fn sliding_window_statistics( &self, series: &Array1<F>, window_size: usize, statistics: &[WindowStatistic], ) -> Result<Vec<Array1<F>>>

GPU-accelerated sliding window operations

Trait Implementations

impl<F: Debug + Float + Debug> Debug for GpuTimeSeriesProcessor<F>

fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter.