Enum Algorithm 

pub enum Algorithm {
    LinearRegression,
    LogisticRegression,
    DecisionTree,
    RandomForest,
    GradientBoosting,
    NeuralNetwork,
    KNN,
    SVM,
    NaiveBayes,
    OnlineSGD,
    ARIMA,
    IsolationForest,
    KMeans,
}

Algorithm candidates for AutoML

Variants

LinearRegression

Linear regression

LogisticRegression

Logistic regression

DecisionTree

Decision tree

RandomForest

Random forest

GradientBoosting

Gradient boosting

NeuralNetwork

Neural network

KNN

K-Nearest Neighbors

SVM

Support Vector Machine

NaiveBayes

Naive Bayes

OnlineSGD

Online learning (SGD)

ARIMA

ARIMA for time series

IsolationForest

Isolation Forest for anomaly detection

KMeans

K-Means for clustering

Implementations

impl Algorithm

pub fn for_task(task: TaskType) -> Vec<Algorithm>

Get compatible algorithms for a task type

Trait Implementations

impl Clone for Algorithm

fn clone(&self) -> Algorithm

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for Algorithm

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

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for Algorithm

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

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Hash for Algorithm

fn hash<__H: Hasher>(&self, state: &mut __H)

Feeds this value into the given Hasher.

fn hash_slice<H>(data: &[Self], state: &mut H)

where H: Hasher, Self: Sized,

Feeds a slice of this type into the given Hasher.

impl PartialEq for Algorithm

fn eq(&self, other: &Algorithm) -> 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 Algorithm

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

where __S: Serializer,

Serialize this value into the given Serde serializer.

impl Copy for Algorithm

impl Eq for Algorithm

impl StructuralPartialEq for Algorithm