Struct LearningStrategy 

pub struct LearningStrategy {
    pub name: String,
    pub description: String,
    pub hyperparams: HashMap<String, f32>,
    pub preferred_features: TaskFeatures,
    pub success_rate: f32,
    pub usage_count: u64,
}

A learning strategy discovered through meta-learning.

Fields

name: String

Strategy name.

description: String

Description of when to use this strategy.

hyperparams: HashMap<String, f32>

Hyperparameters for this strategy.

preferred_features: TaskFeatures

Which task features favor this strategy.

success_rate: f32

Success rate when applied.

usage_count: u64

Number of times used.

Implementations

impl LearningStrategy

pub fn new(name: impl Into<String>) -> Self

Create a new strategy.

pub fn with_description(self, desc: impl Into<String>) -> Self

Set description.

pub fn with_hyperparam(self, name: impl Into<String>, value: f32) -> Self

Set hyperparameter.

pub fn with_preferred_features(self, features: TaskFeatures) -> Self

Set preferred features.

pub fn score_for_task(&self, task: &TaskFeatures) -> f32

Score how well this strategy fits a task.

pub fn record_usage(&mut self, succeeded: bool)

Record usage outcome.

Trait Implementations

impl Clone for LearningStrategy

fn clone(&self) -> LearningStrategy

Returns a duplicate of the value.

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source.

impl Debug for LearningStrategy

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

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for LearningStrategy

fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for LearningStrategy

fn serialize<__S>(&self, __serializer: __S) -> Result<__S::Ok, __S::Error>

where __S: Serializer,

Serialize this value into the given Serde serializer.