Struct InputEncoder 

pub struct InputEncoder { /* private fields */ }

Input encoder for time series data.

Implementations

impl InputEncoder

pub fn new(method: EncodingMethod, output_dim: usize) -> Self

Create a new input encoder.

pub fn fit(&mut self, data: &Array2<f64>)

Fit normalization statistics from data.

pub fn normalize(&self, data: &Array2<f64>) -> QearResult<Array2<f64>>

Normalize data using fitted statistics.

pub fn encode(&self, input: &Array1<f64>) -> QearResult<Array1<f64>>

Encode a single sample.

pub fn encode_batch(&self, inputs: &Array2<f64>) -> QearResult<Array2<f64>>

Encode a batch of samples.

pub fn encoded_dim(&self, input_dim: usize) -> usize

Get the encoded dimension for a given input dimension.

pub fn method(&self) -> EncodingMethod

Get the encoding method.

Trait Implementations

impl Clone for InputEncoder

fn clone(&self) -> InputEncoder

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for InputEncoder

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

Formats the value using the given formatter.