pub struct DomainPreprocessor;Expand description
Utility functions for domain-specific data preprocessing
Implementations§
Source§impl DomainPreprocessor
impl DomainPreprocessor
Sourcepub fn preprocess_images(
images: &Array3<f64>,
) -> Result<Array2<f64>, SklearsError>
pub fn preprocess_images( images: &Array3<f64>, ) -> Result<Array2<f64>, SklearsError>
Preprocess image data for computer vision baselines
Sourcepub fn preprocess_text(texts: &[String]) -> Result<Array2<f64>, SklearsError>
pub fn preprocess_text(texts: &[String]) -> Result<Array2<f64>, SklearsError>
Preprocess text data for NLP baselines (placeholder)
Sourcepub fn preprocess_timeseries(
series: &Array2<f64>,
window_size: usize,
) -> Result<Array2<f64>, SklearsError>
pub fn preprocess_timeseries( series: &Array2<f64>, window_size: usize, ) -> Result<Array2<f64>, SklearsError>
Preprocess time series data
Auto Trait Implementations§
impl Freeze for DomainPreprocessor
impl RefUnwindSafe for DomainPreprocessor
impl Send for DomainPreprocessor
impl Sync for DomainPreprocessor
impl Unpin for DomainPreprocessor
impl UnwindSafe for DomainPreprocessor
Blanket Implementations§
Source§impl<T> BorrowMut<T> for Twhere
T: ?Sized,
impl<T> BorrowMut<T> for Twhere
T: ?Sized,
Source§fn borrow_mut(&mut self) -> &mut T
fn borrow_mut(&mut self) -> &mut T
Mutably borrows from an owned value. Read more
Source§impl<T> IntoEither for T
impl<T> IntoEither for T
Source§fn into_either(self, into_left: bool) -> Either<Self, Self>
fn into_either(self, into_left: bool) -> Either<Self, Self>
Converts
self into a Left variant of Either<Self, Self>
if into_left is true.
Converts self into a Right variant of Either<Self, Self>
otherwise. Read moreSource§fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
Converts
self into a Left variant of Either<Self, Self>
if into_left(&self) returns true.
Converts self into a Right variant of Either<Self, Self>
otherwise. Read more