Struct GpuKMeans 

pub struct GpuKMeans { /* private fields */ }

GPU-accelerated K-means clustering

Implementations

impl GpuKMeans

pub fn new(k: usize) -> Result<GpuKMeans, SpatialError>

Create a new GPU K-means clusterer

pub fn with_max_iterations(self, maxiterations: usize) -> GpuKMeans

Configure maximum iterations

pub fn with_tolerance(self, tolerance: f64) -> GpuKMeans

Configure convergence tolerance

pub fn with_batch_size(self, batchsize: usize) -> GpuKMeans

Configure batch size for GPU processing

pub async fn fit( &self, points: &ArrayBase<ViewRepr<&f64>, Dim<[usize; 2]>>, ) -> Result<(ArrayBase<OwnedRepr<f64>, Dim<[usize; 2]>>, ArrayBase<OwnedRepr<usize>, Dim<[usize; 1]>>), SpatialError>

Perform K-means clustering on GPU (async)