Struct MorrisScreening

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pub struct MorrisScreening<F: IntegrateFloat> { /* private fields */ }

Expand description

Morris screening method for parameter sensitivity

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impl<F: IntegrateFloat> MorrisScreening<F>

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pub fn new(param_bounds: Vec<(F, F)>, n_trajectories: usize, delta: F) -> Self

Create a new Morris screening analyzer

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pub fn new_simple(n_trajectories: usize, param_bounds: Vec<(F, F)>) -> Self

Create a new Morris screening analysis (legacy compatibility)

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pub fn with_grid_levels(self, levels: usize) -> Self

Set number of grid levels

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pub fn generate_trajectories(&self) -> Vec<Array2<F>> ⓘ

Generate Morris trajectories

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pub fn compute_effects<Func>( &self, model: Func, trajectories: &[Array2<F>], ) -> IntegrateResult<(Array1<F>, Array1<F>)>
where Func: Fn(ArrayView1<'_, F>) -> IntegrateResult<F>,

Compute elementary effects from pre-generated trajectories

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pub fn compute_effects_named<Func>( &self, model: Func, param_names: Vec<String>, ) -> IntegrateResult<HashMap<String, (F, F)>>
where Func: Fn(ArrayView1<'_, F>) -> IntegrateResult<F>,

Compute elementary effects with parameter names (legacy compatibility)

Auto Trait Implementations§

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impl<F> UnwindSafe for MorrisScreening<F>
where F: UnwindSafe,

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impl<T> Any for T
where T: 'static + ?Sized,

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fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more

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impl<T> Borrow<T> for T
where T: ?Sized,

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fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more

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impl<T> BorrowMut<T> for T
where T: ?Sized,

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fn borrow_mut(&mut self) -> &mut T

Mutably borrows from an owned value. Read more

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impl<T> From<T> for T

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fn from(t: T) -> T

Returns the argument unchanged.

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impl<T, U> Into for T
where U: From<T>,

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fn into(self) -> U

Calls U::from(self).

That is, this conversion is whatever the implementation of From<T> for U chooses to do.

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impl<T> IntoEither for T

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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 more

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fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
where F: FnOnce(&Self) -> bool,

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

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