pub struct SyntheticDataConfig {
pub num_features: usize,
pub base_level: f64,
pub trends: Vec<TrendComponent>,
pub seasonalities: Vec<SeasonalComponent>,
pub noise_level: f64,
pub feature_correlations: bool,
pub outlier_probability: f64,
pub outlier_magnitude: f64,
}Expand description
Configuration for synthetic data generation
Fields§
§num_features: usizeNumber of features/variables
base_level: f64Base level of the time series
trends: Vec<TrendComponent>Trend components
seasonalities: Vec<SeasonalComponent>Seasonal components
noise_level: f64Noise level
feature_correlations: boolAdd correlations between features
outlier_probability: f64Probability of outliers
outlier_magnitude: f64Magnitude of outliers
Implementations§
Trait Implementations§
Source§impl Clone for SyntheticDataConfig
impl Clone for SyntheticDataConfig
Source§fn clone(&self) -> SyntheticDataConfig
fn clone(&self) -> SyntheticDataConfig
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 Debug for SyntheticDataConfig
impl Debug for SyntheticDataConfig
Source§impl Default for SyntheticDataConfig
Default configurations for common scenarios
impl Default for SyntheticDataConfig
Default configurations for common scenarios
Source§impl<'de> Deserialize<'de> for SyntheticDataConfig
impl<'de> Deserialize<'de> for SyntheticDataConfig
Source§fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>where
__D: Deserializer<'de>,
fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>where
__D: Deserializer<'de>,
Deserialize this value from the given Serde deserializer. Read more
Auto Trait Implementations§
impl Freeze for SyntheticDataConfig
impl RefUnwindSafe for SyntheticDataConfig
impl Send for SyntheticDataConfig
impl Sync for SyntheticDataConfig
impl Unpin for SyntheticDataConfig
impl UnwindSafe for SyntheticDataConfig
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<T> Serialize for T
impl<T> Serialize for T
fn erased_serialize(&self, serializer: &mut dyn Serializer) -> Result<(), Error>
fn do_erased_serialize( &self, serializer: &mut dyn Serializer, ) -> Result<(), ErrorImpl>
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.