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 row(self, row: impl Into<Row<T>>) -> Self

pub fn iter(&self) -> Iter<'_, Row<T>>

pub fn len(&self) -> usize

pub fn shuffle(self) -> Self

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

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

where T: Clone,

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

where T: Clone,

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

where T: Clone,

impl DataSet<f32>

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<(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.

impl<T> From<Vec<Vec<Option<T>>>> for DataSet<T>

where T: Clone,

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

Converts to this type from the input type.