StochasticVariationalInference

sklears_kernel_approximation::sparse_gp::variational

Struct StochasticVariationalInference

pub struct StochasticVariationalInference;

Expand description

Stochastic Variational Inference for large-scale datasets

Implementations§

impl StochasticVariationalInference

pub fn fit<K: SparseKernel>( x: &Array2<f64>, y: &Array1<f64>, inducing_points: &Array2<f64>, kernel: &K, noise_variance: f64, batch_size: usize, max_iter: usize, learning_rate: f64, ) -> Result<(Array1<f64>, Array2<f64>, VariationalParams)>

Fit sparse GP using stochastic variational inference with mini-batches

Auto Trait Implementations§

impl Freeze for StochasticVariationalInference

impl RefUnwindSafe for StochasticVariationalInference

impl Send for StochasticVariationalInference

impl Sync for StochasticVariationalInference

impl Unpin for StochasticVariationalInference

impl UnwindSafe for StochasticVariationalInference

Blanket Implementations§

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