Struct HyperParameterSpecification

pub struct HyperParameterSpecification {
    pub default_value: Option<String>,
    pub description: Option<String>,
    pub is_required: Option<bool>,
    pub is_tunable: Option<bool>,
    pub name: String,
    pub range: Option<ParameterRange>,
    pub type_: String,
}

Defines a hyperparameter to be used by an algorithm.

Fields

default_value: Option<String>

The default value for this hyperparameter. If a default value is specified, a hyperparameter cannot be required.

description: Option<String>

A brief description of the hyperparameter.

is_required: Option<bool>

Indicates whether this hyperparameter is required.

is_tunable: Option<bool>

Indicates whether this hyperparameter is tunable in a hyperparameter tuning job.

name: String

The name of this hyperparameter. The name must be unique.

range: Option<ParameterRange>

The allowed range for this hyperparameter.

type_: String

The type of this hyperparameter. The valid types are Integer, Continuous, Categorical, and FreeText.

Trait Implementations

impl Clone for HyperParameterSpecification

fn clone(&self) -> HyperParameterSpecification

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for HyperParameterSpecification

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

Formats the value using the given formatter.

impl Default for HyperParameterSpecification

fn default() -> HyperParameterSpecification

Returns the “default value” for a type.

impl<'de> Deserialize<'de> for HyperParameterSpecification

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

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl PartialEq for HyperParameterSpecification

fn eq(&self, other: &HyperParameterSpecification) -> bool

Tests for self and other values to be equal, and is used by ==.

fn ne(&self, other: &Rhs) -> bool

Tests for !=. The default implementation is almost always sufficient, and should not be overridden without very good reason.

impl Serialize for HyperParameterSpecification

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

where __S: Serializer,

Serialize this value into the given Serde serializer.

impl StructuralPartialEq for HyperParameterSpecification