EnsembleLearner

linfa_ensemble

Struct EnsembleLearner 

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pub struct EnsembleLearner<M> {
    pub models: Vec<M>,
}

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§models: Vec<M>

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impl<M> EnsembleLearner<M>

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pub fn generate_predictions<'b, R: Records, T>( &'b self, x: &'b R, ) -> impl Iterator<Item = T> + 'b
where M: Predict<&'b R, T>,

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impl<F: Clone, T, M> PredictInplace<ArrayBase<OwnedRepr<F>, Dim<[usize; 2]>>, T> for EnsembleLearner<M>
where M: PredictInplace<Array2<F>, T>, <T as AsTargets>::Elem: Copy + Eq + Hash + Debug, T: AsTargets + AsTargetsMut<Elem = <T as AsTargets>::Elem>,

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fn predict_inplace(&self, x: &Array2<F>, y: &mut T)

Predict something in place
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fn default_target(&self, x: &Array2<F>) -> T

Create targets that predict_inplace works with.

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impl<M> Freeze for EnsembleLearner<M>

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impl<M> RefUnwindSafe for EnsembleLearner<M>
where M: RefUnwindSafe,

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impl<M> Send for EnsembleLearner<M>
where M: Send,

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impl<M> Sync for EnsembleLearner<M>
where M: Sync,

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impl<M> Unpin for EnsembleLearner<M>
where M: Unpin,

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impl<M> UnwindSafe for EnsembleLearner<M>
where M: UnwindSafe,

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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

Mutably borrows from an owned value. Read more
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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, U> Into<U> for T
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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impl<T> Pointable for T

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const ALIGN: usize

The alignment of pointer.
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type Init = T

The type for initializers.
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unsafe fn init(init: <T as Pointable>::Init) -> usize

Initializes a with the given initializer. Read more
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unsafe fn deref<'a>(ptr: usize) -> &'a T

Dereferences the given pointer. Read more
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unsafe fn deref_mut<'a>(ptr: usize) -> &'a mut T

Mutably dereferences the given pointer. Read more
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unsafe fn drop(ptr: usize)

Drops the object pointed to by the given pointer. Read more
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impl<'a, F, D, DM, T, O> Predict<&'a ArrayBase<D, DM>, T> for O
where D: Data<Elem = F>, DM: Dimension, O: PredictInplace<ArrayBase<D, DM>, T>,

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fn predict(&self, records: &'a ArrayBase<D, DM>) -> T

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impl<'a, F, R, T, S, O> Predict<&'a DatasetBase<R, T>, S> for O
where R: Records<Elem = F>, O: PredictInplace<R, S>,

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fn predict(&self, ds: &'a DatasetBase<R, T>) -> S

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impl<F, D, E, T, O> Predict<ArrayBase<D, Dim<[usize; 2]>>, DatasetBase<ArrayBase<D, Dim<[usize; 2]>>, T>> for O
where D: Data<Elem = F>, T: AsTargets<Elem = E>, O: PredictInplace<ArrayBase<D, Dim<[usize; 2]>>, T>,

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fn predict( &self, records: ArrayBase<D, Dim<[usize; 2]>>, ) -> DatasetBase<ArrayBase<D, Dim<[usize; 2]>>, T>

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impl<F, R, T, E, S, O> Predict<DatasetBase<R, T>, DatasetBase<R, S>> for O
where R: Records<Elem = F>, S: AsTargets<Elem = E>, O: PredictInplace<R, S>,

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fn predict(&self, ds: DatasetBase<R, T>) -> DatasetBase<R, S>

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impl<T, U> TryFrom<U> for T
where U: Into<T>,

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type Error = Infallible

The type returned in the event of a conversion error.
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fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>

Performs the conversion.
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impl<T, U> TryInto<U> for T
where U: TryFrom<T>,

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type Error = <U as TryFrom<T>>::Error

The type returned in the event of a conversion error.
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fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>

Performs the conversion.
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impl<V, T> VZip<V> for T
where V: MultiLane<T>,

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fn vzip(self) -> V