Struct LinearTrendModel

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pub struct LinearTrendModel { /* private fields */ }

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Linear Trend Model

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impl LinearTrendModel

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pub fn new() -> Self

Create a new linear trend model

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impl Default for LinearTrendModel

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fn default() -> Self

Returns the “default value” for a type. Read more

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impl ForecastModel for LinearTrendModel

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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 LinearTrendModel

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

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fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more

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impl<T> Borrow<T> for T
where T: ?Sized,

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fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more

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impl<T> BorrowMut<T> for T
where T: ?Sized,

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fn borrow_mut(&mut self) -> &mut 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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fn in_current_span(self) -> Instrumented<Self>

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where U: From<T>,

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fn into(self) -> U

Calls U::from(self).

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

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impl<T> IntoEither for T

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fn into_either(self, into_left: bool) -> Either<Self, Self>

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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fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
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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