Struct GpuTSNE 

pub struct GpuTSNE {
    pub n_components: usize,
    pub perplexity: f64,
    pub learning_rate: f64,
    pub max_iter: usize,
    /* private fields */
}

GPU-accelerated t-SNE implementation

Fields

n_components: usize

Number of dimensions for the embedding

perplexity: f64

Perplexity parameter

learning_rate: f64

Learning rate

max_iter: usize

Maximum number of iterations

Implementations

impl GpuTSNE

pub fn new(n_components: usize) -> Result<Self>

Create new GPU t-SNE instance

pub fn with_perplexity(self, perplexity: f64) -> Self

Set perplexity parameter

pub fn with_learning_rate(self, learning_rate: f64) -> Self

Set learning rate

pub fn with_max_iter(self, max_iter: usize) -> Self

Set maximum iterations

pub fn fit_transform(selfx: &ArrayView2<'_, f64>) -> Result<Array2<f64>>

Fit and transform data using GPU-accelerated t-SNE (placeholder)