Struct MovingAverageModel

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pub struct MovingAverageModel { /* private fields */ }

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Moving Average Model

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impl MovingAverageModel

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pub fn new(window_size: usize) -> Self

Create a new moving average model

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impl ForecastModel for MovingAverageModel

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fn name(&self) -> &str

Get the name of the model

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fn train(&mut self, data: &TimeSeriesData) -> ForecastResult<()>

Train the model on historical data

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fn forecast(&self, n_periods: usize) -> ForecastResult<Vec<Decimal>>

Generate forecast for n periods ahead

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fn detect_trend(&self) -> TrendDirection

Detect trend direction

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impl UnwindSafe for MovingAverageModel

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

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Gets the TypeId of self. Read more

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where T: ?Sized,

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impl<T> BorrowMut<T> for T
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impl<T> Chain<T> for T

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fn len(&self) -> usize

The number of items that this chain link consists of.

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fn append_to(self, v: &mut Vec<T>)

Append the elements in this link to the chain.

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impl<T> From<T> for T

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fn from(t: T) -> T

Returns the argument unchanged.

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impl<T> Instrument for T

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fn instrument(self, span: Span) -> Instrumented<Self>

Instruments this type with the provided Span, returning an Instrumented wrapper. Read more

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Calls U::from(self).

That is, this conversion is whatever the implementation of From<T> for U chooses to do.

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Converts self into a Left variant of Either<Self, Self> if into_left is true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more

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where F: FnOnce(&Self) -> bool,

Converts self into a Left variant of Either<Self, Self> if into_left(&self) returns true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more

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