Enum ModelType 

pub enum ModelType {
    LinearRegression,
    LogisticRegression,
    KMeans {
        k: usize,
    },
    EWMA {
        alpha: f64,
    },
    IsolationForest {
        n_trees: usize,
    },
    LSTM {
        hidden_size: usize,
        num_layers: usize,
    },
    Custom {
        name: String,
    },
}

ML model types supported

Variants

LinearRegression

Online linear regression

LogisticRegression

Online logistic regression

KMeans

Streaming k-means clustering

Fields

k: usize

EWMA

Exponentially weighted moving average

Fields

alpha: f64

IsolationForest

Isolation forest for anomaly detection

Fields

n_trees: usize

LSTM

LSTM for sequence prediction

Fields

hidden_size: usize

num_layers: usize

Custom

Custom model

Fields

name: String

Trait Implementations

impl Clone for ModelType

fn clone(&self) -> ModelType

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for ModelType

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

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for ModelType

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

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for ModelType

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

where __S: Serializer,

Serialize this value into the given Serde serializer.