Struct ndarray_glm::Logistic

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pub struct Logistic<L = Logit> where
    L: Link<Logistic<L>>, { /* private fields */ }

Expand description

Logistic regression

Trait Implementations

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impl Link<Logistic<Cloglog>> for Cloglog

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fn func<F: Float>(y: F) -> F

Maps the expectation value of the response variable to the linear predictor. In general this is determined by a composition of the inverse natural parameter transformation and the canonical link function. Read more

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fn func_inv<F: Float>(lin_pred: F) -> F

Maps the linear predictor to the expectation value of the response.

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impl Link<Logistic<Logit>> for Logit

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fn func<F: Float>(y: F) -> F

Maps the expectation value of the response variable to the linear predictor. In general this is determined by a composition of the inverse natural parameter transformation and the canonical link function. Read more

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fn func_inv<F: Float>(lin_pred: F) -> F

Maps the linear predictor to the expectation value of the response.

Auto Trait Implementations

impl<L> RefUnwindSafe for Logistic<L> where
L: RefUnwindSafe,

impl<L> Send for Logistic<L> where
L: Send,

impl<L> Sync for Logistic<L> where
L: Sync,

impl<L> Unpin for Logistic<L> where
L: Unpin,

impl<L> UnwindSafe for Logistic<L> where
L: 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,

const: unstable · source

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,

const: unstable · source

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

const: unstable · source

fn from(t: T) -> T

Returns the argument unchanged.

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

const: unstable · source

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

type Error = Infallible

The type returned in the event of a conversion error.

const: unstable · source

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

Performs the conversion.

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

type Error = >::Error

The type returned in the event of a conversion error.

const: unstable · source

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

Performs the conversion.

Struct ndarray_glm::Logistic

Trait Implementations

impl Link<Logistic<Cloglog>> for Cloglog

fn func<F: Float>(y: F) -> F

fn func_inv<F: Float>(lin_pred: F) -> F

impl Link<Logistic<Logit>> for Logit

fn func<F: Float>(y: F) -> F

fn func_inv<F: Float>(lin_pred: F) -> F

Auto Trait Implementations

impl<L> RefUnwindSafe for Logistic<L> where
L: RefUnwindSafe,

impl<L> Send for Logistic<L> where
L: Send,

impl<L> Sync for Logistic<L> where
L: Sync,

impl<L> Unpin for Logistic<L> where
L: Unpin,

impl<L> UnwindSafe for Logistic<L> where
L: UnwindSafe,

Blanket Implementations

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

fn type_id(&self) -> TypeId

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

fn borrow(&self) -> &T

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

fn into(self) -> U

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

type Error = Infallible

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

impl<T, U> TryInto<U> for T where
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 T where
V: MultiLane<T>,

fn vzip(self) -> V

Struct ndarray_glm::Logistic

Trait Implementations

impl Link<Logistic<Cloglog>> for Cloglog

fn func<F: Float>(y: F) -> F

fn func_inv<F: Float>(lin_pred: F) -> F

impl Link<Logistic<Logit>> for Logit

fn func<F: Float>(y: F) -> F

fn func_inv<F: Float>(lin_pred: F) -> F

Auto Trait Implementations

impl<L> RefUnwindSafe for Logistic<L> where L: RefUnwindSafe,

impl<L> Send for Logistic<L> where L: Send,

impl<L> Sync for Logistic<L> where L: Sync,

impl<L> Unpin for Logistic<L> where L: Unpin,

impl<L> UnwindSafe for Logistic<L> where L: UnwindSafe,

Blanket Implementations

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

fn type_id(&self) -> TypeId

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

fn borrow(&self) -> &T

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

fn into(self) -> U

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

type Error = Infallible

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

impl<T, U> TryInto<U> for T where 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 T where V: MultiLane<T>,

fn vzip(self) -> V

impl<L> RefUnwindSafe for Logistic<L> where
L: RefUnwindSafe,

impl<L> Send for Logistic<L> where
L: Send,

impl<L> Sync for Logistic<L> where
L: Sync,

impl<L> Unpin for Logistic<L> where
L: Unpin,

impl<L> UnwindSafe for Logistic<L> where
L: 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>,

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>,