pub struct HyperparameterSpace {
pub arima_p_range: (usize, usize),
pub arima_d_range: (usize, usize),
pub arima_q_range: (usize, usize),
pub alpha_range: (f64, f64),
pub beta_range: Option<(f64, f64)>,
pub gamma_range: Option<(f64, f64)>,
pub ma_windows: Vec<usize>,
pub seasonal_periods: Vec<usize>,
pub lstm_hidden_units: Vec<usize>,
pub lstm_num_layers: Vec<usize>,
}Expand description
Hyperparameter search space
Fields§
§arima_p_range: (usize, usize)ARIMA order ranges
arima_d_range: (usize, usize)ARIMA differencing order range
arima_q_range: (usize, usize)ARIMA moving average order range
alpha_range: (f64, f64)Exponential smoothing parameters
beta_range: Option<(f64, f64)>Trend smoothing parameter range
gamma_range: Option<(f64, f64)>Seasonal smoothing parameter range
ma_windows: Vec<usize>Moving average window sizes
seasonal_periods: Vec<usize>Seasonal periods to consider
Neural network architectures
lstm_num_layers: Vec<usize>LSTM number of layers options
Trait Implementations§
Source§impl Clone for HyperparameterSpace
impl Clone for HyperparameterSpace
Source§fn clone(&self) -> HyperparameterSpace
fn clone(&self) -> HyperparameterSpace
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 HyperparameterSpace
impl Debug for HyperparameterSpace
Auto Trait Implementations§
impl Freeze for HyperparameterSpace
impl RefUnwindSafe for HyperparameterSpace
impl Send for HyperparameterSpace
impl Sync for HyperparameterSpace
impl Unpin for HyperparameterSpace
impl UnwindSafe for HyperparameterSpace
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.