pub struct WindowFeatures<F> {
pub window_size: usize,
pub rolling_means: Vec<F>,
pub rolling_stds: Vec<F>,
pub rolling_mins: Vec<F>,
pub rolling_maxs: Vec<F>,
pub rolling_medians: Vec<F>,
pub rolling_skewness: Vec<F>,
pub rolling_kurtosis: Vec<F>,
pub rolling_quantiles: Vec<(F, F)>,
pub rolling_ranges: Vec<F>,
pub rolling_cv: Vec<F>,
pub summary_stats: WindowSummaryStats<F>,
}Expand description
Features computed over a specific window size
Fields§
§window_size: usizeWindow size used for computation
rolling_means: Vec<F>Rolling means across all windows
rolling_stds: Vec<F>Rolling standard deviations
rolling_mins: Vec<F>Rolling minimums
rolling_maxs: Vec<F>Rolling maximums
rolling_medians: Vec<F>Rolling medians
rolling_skewness: Vec<F>Rolling skewness values
rolling_kurtosis: Vec<F>Rolling kurtosis values
rolling_quantiles: Vec<(F, F)>Rolling quantiles (25%, 75%)
rolling_ranges: Vec<F>Rolling ranges (max - min)
rolling_cv: Vec<F>Rolling coefficient of variation
summary_stats: WindowSummaryStats<F>Summary statistics of rolling features
Trait Implementations§
Source§impl<F: Clone> Clone for WindowFeatures<F>
impl<F: Clone> Clone for WindowFeatures<F>
Source§fn clone(&self) -> WindowFeatures<F>
fn clone(&self) -> WindowFeatures<F>
Returns a duplicate of the value. Read more
1.0.0 · Source§fn clone_from(&mut self, source: &Self)
fn clone_from(&mut self, source: &Self)
Performs copy-assignment from
source. Read moreSource§impl<F: Debug> Debug for WindowFeatures<F>
impl<F: Debug> Debug for WindowFeatures<F>
Source§impl<F> Default for WindowFeatures<F>where
F: Float + FromPrimitive,
impl<F> Default for WindowFeatures<F>where
F: Float + FromPrimitive,
Auto Trait Implementations§
impl<F> Freeze for WindowFeatures<F>where
F: Freeze,
impl<F> RefUnwindSafe for WindowFeatures<F>where
F: RefUnwindSafe,
impl<F> Send for WindowFeatures<F>where
F: Send,
impl<F> Sync for WindowFeatures<F>where
F: Sync,
impl<F> Unpin for WindowFeatures<F>where
F: Unpin,
impl<F> UnwindSafe for WindowFeatures<F>where
F: UnwindSafe,
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> CloneToUninit for Twhere
T: Clone,
impl<T> CloneToUninit for Twhere
T: Clone,
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.