TimeSeriesConfig

quantrs2_sim::quantum_reservoir_computing

Struct TimeSeriesConfig 

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pub struct TimeSeriesConfig {
Show 13 fields
    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 trend_method: TrendDetectionMethod,
    pub enable_changepoint: bool,
    pub anomaly_threshold: f64,

}
Expand description

Time series modeling configuration

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§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

§trend_method: TrendDetectionMethod

Trend detection method

§enable_changepoint: bool

Enable change point detection

§anomaly_threshold: f64

Anomaly detection threshold

Trait Implementations§

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impl Clone for TimeSeriesConfig

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fn clone(&self) -> TimeSeriesConfig

Returns a duplicate of the value. Read more
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fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more
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impl Debug for TimeSeriesConfig

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

Formats the value using the given formatter. Read more
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impl Default for TimeSeriesConfig

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fn default() -> Self

Returns the “default value” for a type. Read more
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impl<'de> Deserialize<'de> for TimeSeriesConfig

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fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>
where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer. Read more
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impl Serialize for TimeSeriesConfig

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

Serialize this value into the given Serde serializer. Read more

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🔬This is a nightly-only experimental API. (clone_to_uninit)
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