pub struct MultiOutputInterpolator<T: Float + ScalarOperand> { /* private fields */ }Expand description
Multi-output regression interpolator
Simultaneously interpolates multiple response variables while accounting for correlations between outputs.
Implementations§
Source§impl<T: InterpolationFloat + ScalarOperand + 'static> MultiOutputInterpolator<T>
impl<T: InterpolationFloat + ScalarOperand + 'static> MultiOutputInterpolator<T>
Sourcepub fn new(input_dim: usize, output_dim: usize, _n_basis_perdim: usize) -> Self
pub fn new(input_dim: usize, output_dim: usize, _n_basis_perdim: usize) -> Self
Create a new multi-output interpolator
Sourcepub fn fit(
&mut self,
x: &ArrayView2<'_, T>,
y: &ArrayView2<'_, T>,
) -> InterpolateResult<()>
pub fn fit( &mut self, x: &ArrayView2<'_, T>, y: &ArrayView2<'_, T>, ) -> InterpolateResult<()>
Fit the multi-output model
Sourcepub fn predict(&self, xnew: &ArrayView2<'_, T>) -> InterpolateResult<Array2<T>>
pub fn predict(&self, xnew: &ArrayView2<'_, T>) -> InterpolateResult<Array2<T>>
Predict using the fitted multi-output model
Auto Trait Implementations§
impl<T> Freeze for MultiOutputInterpolator<T>
impl<T> !RefUnwindSafe for MultiOutputInterpolator<T>
impl<T> !Send for MultiOutputInterpolator<T>
impl<T> !Sync for MultiOutputInterpolator<T>
impl<T> Unpin for MultiOutputInterpolator<T>
impl<T> !UnwindSafe for MultiOutputInterpolator<T>
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T: ?Sized,
impl<T> BorrowMut<T> for Twhere
T: ?Sized,
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Converts
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Converts self into a Right variant of Either<Self, Self>
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fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
Converts
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if into_left(&self) returns true.
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Source§impl<SS, SP> SupersetOf<SS> for SPwhere
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fn from_subset(element: &SS) -> SP
The inclusion map: converts
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