Struct xaynet::mask::Model

pub struct Model(_);

A numerical representation of a machine learning model.

Implementations

impl Model

pub fn len(&self) -> usize

Gets the number of weights/parameters of this model.

pub fn iter(&self) -> Iter<Ratio<BigInt>>

Creates an iterator that yields references to the weights/parameters of this model.

pub fn iter_mut(&mut self) -> IterMut<Ratio<BigInt>>

Creates an iterator that yields mutable references to the weights/parameters of this model.

Trait Implementations

impl Clone for Model

fn clone(&self) -> Model

Returns a copy of the value.

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

Performs copy-assignment from source.

impl Debug for Model

fn fmt(&self, f: &mut Formatter) -> Result

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for Model

fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error> where
    __D: Deserializer<'de>, 

Deserialize this value from the given Serde deserializer.

impl From<Model> for Vec<Ratio<BigInt>>

fn from(original: Model) -> Vec<Ratio<BigInt>>

Performs the conversion.

impl From<Vec<Ratio<BigInt>>> for Model

fn from(original: Vec<Ratio<BigInt>>) -> Model

Performs the conversion.

impl FromIterator<Ratio<BigInt>> for Model

fn from_iter<I: IntoIterator<Item = Ratio<BigInt>>>(iter: I) -> Self

Creates a value from an iterator.

impl FromPrimitives<f32> for Model

fn from_primitives<I: Iterator<Item = f32>>(
    iter: I
) -> Result<Self, PrimitiveCastError<f32>>

Creates an iterator from primitive values that yields converted numerical values.

fn from_primitives_bounded<I: Iterator<Item = f32>>(iter: I) -> Self

Creates an iterator from primitive values that yields converted numerical values.

impl FromPrimitives<f64> for Model

fn from_primitives<I: Iterator<Item = f64>>(
    iter: I
) -> Result<Self, PrimitiveCastError<f64>>

Creates an iterator from primitive values that yields converted numerical values.

fn from_primitives_bounded<I: Iterator<Item = f64>>(iter: I) -> Self

Creates an iterator from primitive values that yields converted numerical values.

impl FromPrimitives<i32> for Model

fn from_primitives<I: Iterator<Item = i32>>(
    iter: I
) -> Result<Self, PrimitiveCastError<i32>>

Creates an iterator from primitive values that yields converted numerical values.

fn from_primitives_bounded<I: Iterator<Item = i32>>(iter: I) -> Self

Creates an iterator from primitive values that yields converted numerical values.

impl FromPrimitives<i64> for Model

fn from_primitives<I: Iterator<Item = i64>>(
    iter: I
) -> Result<Self, PrimitiveCastError<i64>>

Creates an iterator from primitive values that yields converted numerical values.

fn from_primitives_bounded<I: Iterator<Item = i64>>(iter: I) -> Self

Creates an iterator from primitive values that yields converted numerical values.

impl Hash for Model

fn hash<__H: Hasher>(&self, state: &mut __H)

Feeds this value into the given [Hasher].

fn hash_slice<H>(data: &[Self], state: &mut H) where
    H: Hasher, 

Feeds a slice of this type into the given [Hasher].

impl<__IdxT> Index<__IdxT> for Model where
    Vec<Ratio<BigInt>>: Index<__IdxT>, 

type Output = <Vec<Ratio<BigInt>> as Index<__IdxT>>::Output

The returned type after indexing.

fn index(&self, idx: __IdxT) -> &Self::Output

Performs the indexing (container[index]) operation.

impl<__IdxT> IndexMut<__IdxT> for Model where
    Vec<Ratio<BigInt>>: IndexMut<__IdxT>, 

fn index_mut(&mut self, idx: __IdxT) -> &mut Self::Output

Performs the mutable indexing (container[index]) operation.

impl IntoIterator for Model

type Item = Ratio<BigInt>

The type of the elements being iterated over.

type IntoIter = IntoIter<Self::Item>

Which kind of iterator are we turning this into?

fn into_iter(self) -> Self::IntoIter

Creates an iterator from a value.

impl IntoPrimitives<f32> for Model

fn into_primitives(
    self
) -> Box<dyn Iterator<Item = Result<f32, ModelCastError>>>

Creates an iterator from numerical values that yields converted primitive values.

fn to_primitives(&self) -> Box<dyn Iterator<Item = Result<f32, ModelCastError>>>

Creates an iterator from numerical values that yields converted primitive values.

fn into_primitives_unchecked(self) -> Box<dyn Iterator<Item = P>>

Consume this model and into an iterator that yields P values.

impl IntoPrimitives<f64> for Model

fn into_primitives(
    self
) -> Box<dyn Iterator<Item = Result<f64, ModelCastError>>>

Creates an iterator from numerical values that yields converted primitive values.

fn to_primitives(&self) -> Box<dyn Iterator<Item = Result<f64, ModelCastError>>>

Creates an iterator from numerical values that yields converted primitive values.

fn into_primitives_unchecked(self) -> Box<dyn Iterator<Item = P>>

Consume this model and into an iterator that yields P values.

impl IntoPrimitives<i32> for Model

fn into_primitives(
    self
) -> Box<dyn Iterator<Item = Result<i32, ModelCastError>>>

Creates an iterator from numerical values that yields converted primitive values.

fn to_primitives(&self) -> Box<dyn Iterator<Item = Result<i32, ModelCastError>>>

Creates an iterator from numerical values that yields converted primitive values.

fn into_primitives_unchecked(self) -> Box<dyn Iterator<Item = P>>

Consume this model and into an iterator that yields P values.

impl IntoPrimitives<i64> for Model

fn into_primitives(
    self
) -> Box<dyn Iterator<Item = Result<i64, ModelCastError>>>

Creates an iterator from numerical values that yields converted primitive values.

fn to_primitives(&self) -> Box<dyn Iterator<Item = Result<i64, ModelCastError>>>

Creates an iterator from numerical values that yields converted primitive values.

fn into_primitives_unchecked(self) -> Box<dyn Iterator<Item = P>>

Consume this model and into an iterator that yields P values.

impl PartialEq<Model> for Model

fn eq(&self, other: &Model) -> bool

This method tests for self and other values to be equal, and is used by ==.

fn ne(&self, other: &Model) -> bool

This method tests for !=.

impl Serialize for Model

fn serialize<__S>(&self, __serializer: __S) -> Result<__S::Ok, __S::Error> where
    __S: Serializer, 

Serialize this value into the given Serde serializer.

impl StructuralPartialEq for Model