pub struct StreamingMinMaxScaler { /* private fields */ }Expand description
Streaming min-max scaler that tracks min and max values
Implementations§
Trait Implementations§
Source§impl StreamingTransformer for StreamingMinMaxScaler
impl StreamingTransformer for StreamingMinMaxScaler
Source§fn partial_fit(&mut self, x: &Array2<f64>) -> Result<()>
fn partial_fit(&mut self, x: &Array2<f64>) -> Result<()>
Update the transformer with a new batch of data
Source§fn transform(&self, x: &Array2<f64>) -> Result<Array2<f64>>
fn transform(&self, x: &Array2<f64>) -> Result<Array2<f64>>
Transform a batch of data using current statistics
Source§fn n_samples_seen(&self) -> usize
fn n_samples_seen(&self) -> usize
Get the number of samples seen so far
Auto Trait Implementations§
impl Freeze for StreamingMinMaxScaler
impl RefUnwindSafe for StreamingMinMaxScaler
impl Send for StreamingMinMaxScaler
impl Sync for StreamingMinMaxScaler
impl Unpin for StreamingMinMaxScaler
impl UnwindSafe for StreamingMinMaxScaler
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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 moreSource§impl<T> Pointable for T
impl<T> Pointable for T
Source§impl<SS, SP> SupersetOf<SS> for SPwhere
SS: SubsetOf<SP>,
impl<SS, SP> SupersetOf<SS> for SPwhere
SS: SubsetOf<SP>,
Source§fn to_subset(&self) -> Option<SS>
fn to_subset(&self) -> Option<SS>
The inverse inclusion map: attempts to construct
self from the equivalent element of its
superset. Read moreSource§fn is_in_subset(&self) -> bool
fn is_in_subset(&self) -> bool
Checks if
self is actually part of its subset T (and can be converted to it).Source§fn to_subset_unchecked(&self) -> SS
fn to_subset_unchecked(&self) -> SS
Use with care! Same as
self.to_subset but without any property checks. Always succeeds.Source§fn from_subset(element: &SS) -> SP
fn from_subset(element: &SS) -> SP
The inclusion map: converts
self to the equivalent element of its superset.