Struct LifelongOptimizer

pub struct LifelongOptimizer<A: Float, D: Dimension> { /* private fields */ }

Lifelong optimizer that learns continuously across tasks

Implementations

impl<A: Float + ScalarOperand + Debug + Sum, D: Dimension> LifelongOptimizer<A, D>

pub fn new(strategy: LifelongStrategy) -> Self

Create a new lifelong optimizer

pub fn start_task( &mut self, task_id: String, initial_parameters: Array<A, D>, ) -> Result<()>

Start learning a new task

pub fn update_current_task( &mut self, gradient: &Array<A, D>, loss: A, ) -> Result<()>

Update current task with new data

pub fn compute_task_similarity(&self, task1: &str, task2: &str) -> f64

Compute task similarity

pub fn get_lifelong_stats(&self) -> LifelongStats<A>

Get lifelong learning statistics

Trait Implementations

impl<A: Debug + Float, D: Debug + Dimension> Debug for LifelongOptimizer<A, D>

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

Formats the value using the given formatter.