Struct HyperparameterSpace 

pub struct HyperparameterSpace {
    pub continuous: HashMap<String, (f32, f32)>,
    pub discrete: HashMap<String, (i32, i32)>,
    pub categorical: HashMap<String, Vec<String>>,
    pub log_scale: Vec<String>,
}

Hyperparameter search space definition

Fields

continuous: HashMap<String, (f32, f32)>

Continuous parameters with [min, max] bounds

discrete: HashMap<String, (i32, i32)>

Discrete integer parameters with [min, max] bounds

categorical: HashMap<String, Vec<String>>

Categorical parameters with list of choices

log_scale: Vec<String>

Log-scale parameters (will be sampled in log space)

Implementations

impl HyperparameterSpace

pub fn new() -> Self

pub fn add_continuous(self, name: &str, min: f32, max: f32) -> Self

pub fn add_discrete(self, name: &str, min: i32, max: i32) -> Self

pub fn add_categorical(self, name: &str, choices: Vec<&str>) -> Self

pub fn set_log_scale(self, names: Vec<&str>) -> Self

Trait Implementations

impl Clone for HyperparameterSpace

fn clone(&self) -> HyperparameterSpace

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for HyperparameterSpace

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

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for HyperparameterSpace

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

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for HyperparameterSpace

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

where __S: Serializer,

Serialize this value into the given Serde serializer.