Trait ParallelTrainable 

pub trait ParallelTrainable<X, Y> {
    type Output;

    // Required methods
    fn train_single(
        &self,
        x: &X,
        y: &Y,
        worker_id: usize,
    ) -> Result<Self::Output>;
    fn combine_results(results: Vec<Self::Output>) -> Result<Self::Output>;
    fn estimate_memory_usage(&self, data_size: usize) -> usize;
}

Trait for parallel trainable estimators

Required Associated Types

type Output

Required Methods

fn train_single(&self, x: &X, y: &Y, worker_id: usize) -> Result<Self::Output>

Train a single estimator on a data subset

fn combine_results(results: Vec<Self::Output>) -> Result<Self::Output>

Combine results from multiple workers

fn estimate_memory_usage(&self, data_size: usize) -> usize

Estimate memory usage for given data size

Dyn Compatibility

This trait is not dyn compatible.

In older versions of Rust, dyn compatibility was called "object safety", so this trait is not object safe.

Implementors