Struct Regression

pub struct Regression<T> {
    pub sample_set: DataSet<T>,
    pub loss_function: ErrorFunction,
}

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§sample_set: DataSet<T>§loss_function: ErrorFunction

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Gets the TypeId of self. Read more

Immutably borrows from an owned value. Read more

Mutably borrows from an owned value. Read more

Returns the argument unchanged.

Calls U::from(self).

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

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

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

The type returned in the event of a conversion error.

Performs the conversion.

The type returned in the event of a conversion error.

Performs the conversion.

Struct Regression

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Struct RegressionCopy item path

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impl<T> Regression<T>

pub fn new(sample_set: DataSet<T>, loss_function: ErrorFunction) -> Self

pub fn from( loss_function: ErrorFunction, samples: Vec<(Vec<T>, Vec<T>)>, ) -> Self

pub fn error<F>(&self, error_fn: F) -> Twhere T: Clone + PartialEq + Default + Add<Output = T> + Div<Output = T> + Sub<Output = T> + Mul<Output = T> + AddAssign + SubAssign + DivAssign + MulAssign + Float + FromPrimitive, F: FnMut(&Vec<T>) -> Vec<T>,

pub fn get_samples(&self) -> &[Row<T>]

pub fn get_loss_function(&self) -> &ErrorFunction

Auto Trait Implementations§

impl<T> Freeze for Regression<T>

impl<T> RefUnwindSafe for Regression<T>where T: RefUnwindSafe,

impl<T> Send for Regression<T>where T: Send,

impl<T> Sync for Regression<T>where T: Sync,

impl<T> Unpin for Regression<T>where T: Unpin,

impl<T> UnwindSafe for Regression<T>where T: UnwindSafe,

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

fn type_id(&self) -> TypeId

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

fn borrow(&self) -> &T

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

fn borrow_mut(&mut self) -> &mut T

impl<T> From<T> for T

fn from(t: T) -> T

impl<T, U> Into<U> for Twhere U: From<T>,

fn into(self) -> U

impl<T> IntoEither for T

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

fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>where F: FnOnce(&Self) -> bool,

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

type Error = Infallible

fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>

impl<T, U> TryInto<U> for Twhere U: TryFrom<T>,

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

fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>

impl<V, T> VZip<V> for Twhere V: MultiLane<T>,

fn vzip(self) -> V

Struct Regression

pub fn error<F>(&self, error_fn: F) -> T
where T: Clone + PartialEq + Default + Add<Output = T> + Div<Output = T> + Sub<Output = T> + Mul<Output = T> + AddAssign + SubAssign + DivAssign + MulAssign + Float + FromPrimitive, F: FnMut(&Vec<T>) -> Vec<T>,

impl<T> RefUnwindSafe for Regression<T>
where T: RefUnwindSafe,

impl<T> Send for Regression<T>
where T: Send,

impl<T> Sync for Regression<T>
where T: Sync,

impl<T> Unpin for Regression<T>
where T: Unpin,

impl<T> UnwindSafe for Regression<T>
where T: UnwindSafe,

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

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

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

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

fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
where F: FnOnce(&Self) -> bool,

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

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

impl<V, T> VZip<V> for T
where V: MultiLane<T>,