Struct TimeSeriesConfig 

pub struct TimeSeriesConfig {
    pub enable_arima: bool,
    pub ar_order: usize,
    pub ma_order: usize,
    pub diff_order: usize,
    pub enable_nar: bool,
    pub nar_order: usize,
    pub memory_kernel: MemoryKernel,
    pub kernel_params: Vec<f64>,
    pub enable_seasonal: bool,
    pub seasonal_period: usize,
    pub enable_changepoint: bool,
    pub anomaly_threshold: f64,
}

Time series modeling configuration

Fields

enable_arima: bool

Enable ARIMA-like modeling

ar_order: usize

AR order (autoregressive)

ma_order: usize

MA order (moving average)

diff_order: usize

Differencing order

enable_nar: bool

Enable nonlinear autoregressive model

nar_order: usize

NAR model order

memory_kernel: MemoryKernel

Memory kernel type

kernel_params: Vec<f64>

Kernel parameters

enable_seasonal: bool

Enable seasonal decomposition

seasonal_period: usize

Seasonal period

enable_changepoint: bool

Enable change point detection

anomaly_threshold: f64

Anomaly detection threshold

Trait Implementations

impl Clone for TimeSeriesConfig

fn clone(&self) -> TimeSeriesConfig

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for TimeSeriesConfig

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

Formats the value using the given formatter.

impl Default for TimeSeriesConfig

fn default() -> Self

Returns the “default value” for a type.

impl<'de> Deserialize<'de> for TimeSeriesConfig

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

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for TimeSeriesConfig

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

where __S: Serializer,

Serialize this value into the given Serde serializer.