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Regression

radiate_gp::regression

Struct Regression 

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pub struct Regression<F: OpFloat> { /* private fields */ }

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impl<F: OpFloat> Regression<F>

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pub fn new(sample_set: impl Into<DataSet<F>>, loss: Loss) -> Self

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impl<'a, F> BatchFitnessFunction<&'a Genotype<GraphChromosome<Op<F>>>, F> for Regression<F>
where F: OpFloat + Into<Score>,

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fn evaluate(&self, inputs: Vec<&'a Genotype<GraphChromosome<Op<F>>>>) -> Vec<F>

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impl<'a, F> BatchFitnessFunction<&'a Genotype<TreeChromosome<Op<F>>>, F> for Regression<F>
where F: OpFloat + Into<Score>,

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fn evaluate(&self, inputs: Vec<&'a Genotype<TreeChromosome<Op<F>>>>) -> Vec<F>

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impl<F> BatchFitnessFunction<Graph<Op<F>>, F> for Regression<F>
where F: OpFloat + Into<Score>,

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fn evaluate(&self, inputs: Vec<Graph<Op<F>>>) -> Vec<F>

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impl<F> BatchFitnessFunction<Tree<Op<F>>, F> for Regression<F>
where F: OpFloat + Into<Score>,

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fn evaluate(&self, inputs: Vec<Tree<Op<F>>>) -> Vec<F>

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impl<F> BatchFitnessFunction<Vec<Tree<Op<F>>>, F> for Regression<F>
where F: OpFloat + Into<Score>,

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fn evaluate(&self, inputs: Vec<Vec<Tree<Op<F>>>>) -> Vec<F>

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impl<F: Clone + OpFloat> Clone for Regression<F>

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fn clone(&self) -> Regression<F>

Returns a duplicate of the value. Read more
1.0.0 (const: unstable) · Source§

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more
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impl<'a, F> FitnessFunction<&'a Genotype<GraphChromosome<Op<F>>>, F> for Regression<F>
where F: OpFloat + Into<Score>,

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fn evaluate(&self, input: &'a Genotype<GraphChromosome<Op<F>>>) -> F

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impl<'a, F> FitnessFunction<&'a Genotype<TreeChromosome<Op<F>>>, F> for Regression<F>
where F: OpFloat + Into<Score>,

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fn evaluate(&self, input: &'a Genotype<TreeChromosome<Op<F>>>) -> F

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impl<F> FitnessFunction<Graph<Op<F>>, F> for Regression<F>
where F: OpFloat + Into<Score>,

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fn evaluate(&self, input: Graph<Op<F>>) -> F

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impl<F> FitnessFunction<Tree<Op<F>>, F> for Regression<F>
where F: OpFloat + Into<Score>,

— Trees —

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fn evaluate(&self, input: Tree<Op<F>>) -> F

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impl<F> FitnessFunction<Vec<Tree<Op<F>>>, F> for Regression<F>
where F: OpFloat + Into<Score>,

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fn evaluate(&self, input: Vec<Tree<Op<F>>>) -> F

Auto Trait Implementations§

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impl<F> Freeze for Regression<F>
where DataSet<F>: Freeze,

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impl<F> RefUnwindSafe for Regression<F>
where DataSet<F>: RefUnwindSafe,

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impl<F> Send for Regression<F>
where DataSet<F>: Send,

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impl<F> Sync for Regression<F>
where DataSet<F>: Sync,

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impl<F> Unpin for Regression<F>
where DataSet<F>: Unpin,

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impl<F> UnsafeUnpin for Regression<F>
where DataSet<F>: UnsafeUnpin,

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impl<F> UnwindSafe for Regression<F>
where DataSet<F>: UnwindSafe,

Blanket Implementations§

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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> CloneToUninit for T
where T: Clone,

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

🔬This is a nightly-only experimental API. (clone_to_uninit)
Performs copy-assignment from self to dest. 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> 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<T> ToOwned for T
where T: Clone,

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type Owned = T

The resulting type after obtaining ownership.
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fn to_owned(&self) -> T

Creates owned data from borrowed data, usually by cloning. Read more
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fn clone_into(&self, target: &mut T)

Uses borrowed data to replace owned data, usually by cloning. Read more
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impl<T, U> TryFrom<U> for T
where U: Into<T>,

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type Error = !

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

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.