Struct DataLoaderConfig 

pub struct DataLoaderConfig {
    pub window_size: usize,
    pub horizon: usize,
    pub batch_size: usize,
    pub shuffle: bool,
    pub overlap: f32,
    pub drop_last: bool,
    pub num_workers: usize,
}

Configuration for time-series data loader

Fields

window_size: usize

Window size for sliding window extraction

horizon: usize

Prediction horizon (number of steps ahead to predict)

batch_size: usize

Batch size for training

shuffle: bool

Whether to shuffle data

overlap: f32

Overlap between consecutive windows (0.0 = no overlap, 0.5 = 50% overlap)

drop_last: bool

Whether to drop last incomplete batch

num_workers: usize

Number of workers for parallel loading (future)

Implementations

impl DataLoaderConfig

pub fn new() -> Self

pub fn with_window_size(self, window_size: usize) -> Self

pub fn with_horizon(self, horizon: usize) -> Self

pub fn with_batch_size(self, batch_size: usize) -> Self

pub fn with_shuffle(self, shuffle: bool) -> Self

pub fn with_overlap(self, overlap: f32) -> Self

pub fn with_drop_last(self, drop_last: bool) -> Self

Trait Implementations

impl Clone for DataLoaderConfig

fn clone(&self) -> DataLoaderConfig

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for DataLoaderConfig

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

Formats the value using the given formatter.

impl Default for DataLoaderConfig

fn default() -> Self

Returns the “default value” for a type.

impl<'de> Deserialize<'de> for DataLoaderConfig

fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for DataLoaderConfig

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

where __S: Serializer,

Serialize this value into the given Serde serializer.