Struct DataSet 

pub struct DataSet<T> { /* private fields */ }

Implementations

impl<T> DataSet<T>

pub fn new(inputs: Vec<Vec<T>>, outputs: Vec<Vec<T>>) -> Self

pub fn iter(&self) -> impl Iterator<Item = (&[T], &[T])>

pub fn len(&self) -> usize

pub fn is_empty(&self) -> bool

pub fn shape(&self) -> (usize, usize, usize)

pub fn append(self, features: Vec<T>, labels: Vec<T>) -> Self

impl<T: Clone> DataSet<T>

pub fn features(&self) -> Vec<Vec<T>>

pub fn labels(&self) -> Vec<Vec<T>>

pub fn shuffle(self) -> Self

pub fn split(self, ratio: f32) -> (Self, Self)

impl<F: Float> DataSet<F>

pub fn standardize(self) -> Self

pub fn normalize(self) -> Self

Trait Implementations

impl<T: Clone> Clone for DataSet<T>

fn clone(&self) -> DataSet<T>

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl<T: Default> Default for DataSet<T>

fn default() -> DataSet<T>

Returns the “default value” for a type.

impl<T> From<(Matrix<T>, Matrix<T>)> for DataSet<T>

fn from(data: (Matrix<T>, Matrix<T>)) -> Self

Converts to this type from the input type.

impl<T> From<(Vec<Vec<T>>, Vec<Vec<T>>)> for DataSet<T>

fn from(data: (Vec<Vec<T>>, Vec<Vec<T>>)) -> Self

Converts to this type from the input type.