Struct MetaLearningEngine

Source

pub struct MetaLearningEngine { /* private fields */ }

Expand description

Meta-learning engine

Implementations§

Source §

impl MetaLearningEngine

Source

pub fn new(config: MetaLearningConfig) -> Self

Create a new meta-learning engine

Source

pub fn load_historical_records(&mut self, records: Vec<OptimizationRecord>)

Load historical optimization records

Source

pub fn add_record(&mut self, record: OptimizationRecord)

Add a new optimization record

Source

pub fn recommend_hyperparameters( &mut self, dataset_characteristics: &DatasetCharacteristics, algorithm_name: &str, ) -> Result<MetaLearningRecommendation, Box<dyn Error>>

Get hyperparameter recommendations for a new dataset

Trait Implementations§

Source §

impl Debug for MetaLearningEngine

Source §

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

Formats the value using the given formatter. Read more

Auto Trait Implementations§

§

impl !UnwindSafe for MetaLearningEngine

Blanket Implementations§

Source §

impl<T> Any for T
where T: 'static + ?Sized,

Source §

fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more

Source §

impl<T> Borrow<T> for T
where T: ?Sized,

Source §

fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more

Source §

impl<T> BorrowMut<T> for T
where T: ?Sized,

Source §

fn borrow_mut(&mut self) -> &mut T

Mutably borrows from an owned value. Read more

Source §

impl<T> From<T> for T

Source §

fn from(t: T) -> T

Returns the argument unchanged.

Source §

impl<T, U> Into for T
where U: From<T>,

Source §

fn into(self) -> U

Calls U::from(self).

That is, this conversion is whatever the implementation of From<T> for U chooses to do.

Source §

impl<T> IntoEither for T

Source §

fn into_either(self, into_left: bool) -> Either<Self, Self>

Converts self into a Left variant of Either<Self, Self> if into_left is true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more

Source §

fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
where F: FnOnce(&Self) -> bool,

Converts self into a Left variant of Either<Self, Self> if into_left(&self) returns true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more

Source §