Enum WarmStartStrategy 

pub enum WarmStartStrategy {
    BestTrials,
    DiverseBest {
        diversity_threshold: f64,
    },
    TransferLearning {
        similarity_threshold: f64,
        feature_mapping: String,
    },
    MetaLearning {
        meta_features: Vec<String>,
        meta_epochs: usize,
    },
}

Variants

BestTrials

Use best trials from previous studies

DiverseBest

Use diverse set of good trials

Fields

diversity_threshold: f64

Diversity threshold

TransferLearning

Transfer learning from similar models

Fields

similarity_threshold: f64

Similarity threshold

feature_mapping: String

Feature mapping function

MetaLearning

Meta-learning based warm start

Fields

meta_features: Vec<String>

Meta-features to use

meta_epochs: usize

Number of meta-learning epochs

Trait Implementations

impl Clone for WarmStartStrategy

fn clone(&self) -> WarmStartStrategy

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for WarmStartStrategy

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

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for WarmStartStrategy

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

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for WarmStartStrategy

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

where __S: Serializer,

Serialize this value into the given Serde serializer.