ForecastAlgorithm

oxirs_stream::predictive_analytics

Enum ForecastAlgorithm 

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pub enum ForecastAlgorithm {
    Arima,
    ExponentialSmoothing,
    SeasonalDecomposition,
    Lstm,
    MovingAverage,
    WeightedMovingAverage,
    ExponentialMovingAverage,
    HoltWinters,
    AutoRegressive,
    MovingAverageModel,
}
Expand description

Forecasting algorithm types

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Arima

Auto-Regressive Integrated Moving Average

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ExponentialSmoothing

Exponential Smoothing State Space Model

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SeasonalDecomposition

Seasonal decomposition with trend forecasting

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Lstm

Long Short-Term Memory neural network

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MovingAverage

Simple moving average baseline

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WeightedMovingAverage

Weighted moving average

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ExponentialMovingAverage

Exponential moving average

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HoltWinters

Holt-Winters triple exponential smoothing

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AutoRegressive

Auto-regressive model (AR)

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MovingAverageModel

Moving average model (MA)

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impl Clone for ForecastAlgorithm

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fn clone(&self) -> ForecastAlgorithm

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 ForecastAlgorithm

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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<'de> Deserialize<'de> for ForecastAlgorithm

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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 PartialEq for ForecastAlgorithm

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

Tests for self and other values to be equal, and is used by ==.
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fn ne(&self, other: &Rhs) -> bool

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

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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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impl Copy for ForecastAlgorithm

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impl Eq for ForecastAlgorithm

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impl StructuralPartialEq for ForecastAlgorithm

Auto Trait Implementations§

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impl<T> Any for T
where T: 'static + ?Sized,

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where T: ?Sized,

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unsafe fn clone_to_uninit(&self, dest: *mut u8)

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