diff --git a/pharmsol/data/structs/struct.Data.html b/pharmsol/data/structs/struct.Data.html index f4cbd6f..59631a5 100644 --- a/pharmsol/data/structs/struct.Data.html +++ b/pharmsol/data/structs/struct.Data.html @@ -8,7 +8,7 @@
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pub fn write_pmetrics(&self, file: &File)

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pub fn filter_include(&self, include: &[String]) -> Data

Filter the Data to include only the Subjects with IDs in the include vector

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pub fn filter_exclude(&self, exclude: Vec<String>) -> Data

Filter the Data to exclude the Subjects with IDs in the exclude vector

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pub fn expand(&self, idelta: f64, tad: f64) -> Data

Expand the data by adding observations at intervals of idelta

-

Trait Implementations§

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impl Clone for Data

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fn clone(&self) -> Data

Returns a copy of the value. Read more
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fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more
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impl Debug for Data

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fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter. Read more
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impl Default for Data

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fn default() -> Data

Returns the “default value” for a type. Read more
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impl Display for Data

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fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter. Read more
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impl<E: Equation> EstimateTheta<E> for Data

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fn estimate_theta(&self, equation: &E, point: &Array1<f64>) -> Array2<f64>

Auto Trait Implementations§

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impl Freeze for Data

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impl RefUnwindSafe for Data

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impl Send for Data

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impl Sync for Data

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impl Unpin for Data

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impl UnwindSafe for Data

Blanket Implementations§

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impl<T> Any for T
where +

Trait Implementations§

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impl Clone for Data

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fn clone(&self) -> Data

Returns a copy of the value. Read more
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fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more
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impl Debug for Data

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fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter. Read more
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impl Default for Data

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fn default() -> Data

Returns the “default value” for a type. Read more
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impl Display for Data

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fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter. Read more
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impl<E: Equation> EstimateTheta<E> for Data

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fn estimate_theta(&self, equation: &E, point: &Array1<f64>) -> Array2<f64>

Auto Trait Implementations§

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impl Freeze for Data

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impl RefUnwindSafe for Data

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impl Send for Data

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impl Sync for Data

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impl Unpin for Data

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impl UnwindSafe for Data

Blanket Implementations§

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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> CloneToUninit for T
where diff --git a/pharmsol/simulator/equation/ode/index.html b/pharmsol/simulator/equation/ode/index.html index 74d6100..d31e2d2 100644 --- a/pharmsol/simulator/equation/ode/index.html +++ b/pharmsol/simulator/equation/ode/index.html @@ -1 +1 @@ -pharmsol::simulator::equation::ode - Rust

Module pharmsol::simulator::equation::ode

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Structs§

\ No newline at end of file +pharmsol::simulator::equation::ode - Rust

Module pharmsol::simulator::equation::ode

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Structs§

\ No newline at end of file diff --git a/pharmsol/simulator/equation/ode/struct.ODE.html b/pharmsol/simulator/equation/ode/struct.ODE.html index ed66143..d41a340 100644 --- a/pharmsol/simulator/equation/ode/struct.ODE.html +++ b/pharmsol/simulator/equation/ode/struct.ODE.html @@ -5,7 +5,7 @@ init: Init, out: Out, neqs: Neqs, -) -> Self

Trait Implementations§

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impl Clone for ODE

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fn clone(&self) -> ODE

Returns a copy of the value. Read more
1.0.0 · source§

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more
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impl Debug for ODE

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fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter. Read more
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impl Equation for ODE

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fn estimate_likelihood( +) -> Self

Trait Implementations§

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impl Clone for ODE

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fn clone(&self) -> ODE

Returns a copy of the value. Read more
1.0.0 · source§

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more
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impl Debug for ODE

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fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter. Read more
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impl Equation for ODE

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fn estimate_likelihood( &self, subject: &Subject, support_point: &Vec<f64>, @@ -21,7 +21,7 @@ subject: &Subject, support_point: &Vec<f64>, error_model: Option<&ErrorModel<'_>>, -) -> (Self::P, Option<f64>)

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impl EquationTypes for ODE

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type S = Matrix<f64, Dyn, Const<1>, VecStorage<f64, Dyn, Const<1>>>

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type P = SubjectPredictions

Auto Trait Implementations§

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impl Freeze for ODE

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impl RefUnwindSafe for ODE

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impl Send for ODE

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impl Sync for ODE

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impl Unpin for ODE

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impl UnwindSafe for ODE

Blanket Implementations§

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impl<T> Any for T
where +) -> (Self::P, Option<f64>)

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impl EquationTypes for ODE

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type S = Matrix<f64, Dyn, Const<1>, VecStorage<f64, Dyn, Const<1>>>

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type P = SubjectPredictions

Auto Trait Implementations§

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impl Freeze for ODE

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impl RefUnwindSafe for ODE

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impl Send for ODE

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impl Sync for ODE

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impl Unpin for ODE

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impl UnwindSafe for ODE

Blanket Implementations§

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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> CloneToUninit for T
where diff --git a/pharmsol/simulator/equation/trait.Equation.html b/pharmsol/simulator/equation/trait.Equation.html index 2c7a924..0f90013 100644 --- a/pharmsol/simulator/equation/trait.Equation.html +++ b/pharmsol/simulator/equation/trait.Equation.html @@ -37,4 +37,4 @@ subject: &Subject, support_point: &Vec<f64>, error_model: Option<&ErrorModel<'_>>, -) -> (Self::P, Option<f64>)

Object Safety§

This trait is not object safe.

Implementors§

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impl Equation for Analytical

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impl Equation for ODE

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impl Equation for SDE

\ No newline at end of file +) -> (Self::P, Option<f64>)

Object Safety§

This trait is not object safe.

Implementors§

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impl Equation for Analytical

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impl Equation for ODE

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impl Equation for SDE

\ No newline at end of file diff --git a/pharmsol/simulator/equation/trait.EquationTypes.html b/pharmsol/simulator/equation/trait.EquationTypes.html index 1b62a75..1d1a61b 100644 --- a/pharmsol/simulator/equation/trait.EquationTypes.html +++ b/pharmsol/simulator/equation/trait.EquationTypes.html @@ -1,4 +1,4 @@ EquationTypes in pharmsol::simulator::equation - Rust

Trait pharmsol::simulator::equation::EquationTypes

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pub trait EquationTypes {
     type S: State;
     type P: Predictions;
-}

Required Associated Types§

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type S: State

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type P: Predictions

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\ No newline at end of file +}

Required Associated Types§

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type S: State

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type P: Predictions

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impl EquationTypes for Analytical

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type S = Matrix<f64, Dyn, Const<1>, VecStorage<f64, Dyn, Const<1>>>

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type P = SubjectPredictions

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impl EquationTypes for ODE

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type S = Matrix<f64, Dyn, Const<1>, VecStorage<f64, Dyn, Const<1>>>

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type P = SubjectPredictions

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impl EquationTypes for SDE

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type S = Vec<Matrix<f64, Dyn, Const<1>, VecStorage<f64, Dyn, Const<1>>>>

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type P = ArrayBase<OwnedRepr<Prediction>, Dim<[usize; 2]>>

\ No newline at end of file diff --git a/pharmsol/simulator/equation/trait.State.html b/pharmsol/simulator/equation/trait.State.html index bb150f7..b1affbe 100644 --- a/pharmsol/simulator/equation/trait.State.html +++ b/pharmsol/simulator/equation/trait.State.html @@ -1,4 +1,4 @@ State in pharmsol::simulator::equation - Rust

Trait pharmsol::simulator::equation::State

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pub trait State {
     // Required method
     fn add_bolus(&mut self, input: usize, amount: f64);
-}

Required Methods§

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fn add_bolus(&mut self, input: usize, amount: f64)

Implementations on Foreign Types§

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impl State for Vec<DVector<f64>>

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fn add_bolus(&mut self, input: usize, amount: f64)

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impl State for DVector<f64>

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fn add_bolus(&mut self, input: usize, amount: f64)

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\ No newline at end of file +}

Required Methods§

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fn add_bolus(&mut self, input: usize, amount: f64)

Implementations on Foreign Types§

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impl State for Vec<DVector<f64>>

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fn add_bolus(&mut self, input: usize, amount: f64)

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impl State for DVector<f64>

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fn add_bolus(&mut self, input: usize, amount: f64)

Implementors§

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]')); if (typeof exports !== 'undefined') exports.searchIndex = searchIndex; else if (window.initSearch) window.initSearch(searchIndex); diff --git a/src/pharmsol/simulator/equation/ode/mod.rs.html b/src/pharmsol/simulator/equation/ode/mod.rs.html index 1854a21..6fa0e06 100644 --- a/src/pharmsol/simulator/equation/ode/mod.rs.html +++ b/src/pharmsol/simulator/equation/ode/mod.rs.html @@ -199,6 +199,42 @@ 199 200 201 +202 +203 +204 +205 +206 +207 +208 +209 +210 +211 +212 +213 +214 +215 +216 +217 +218 +219 +220 +221 +222 +223 +224 +225 +226 +227 +228 +229 +230 +231 +232 +233 +234 +235 +236 +237 
mod closure;
 mod diffsol_traits;
 
@@ -252,8 +288,24 @@
         self[input] += amount;
     }
 }
-fn spphash(spp: &[f64]) -> u64 {
-    spp.iter().fold(0, |acc, x| acc + x.to_bits())
+
+// Hash the support points by converting them to bits and summing them
+// The wrapping_add is used to avoid overflow, and prevent panics
+fn spphash(spp: &[f64]) -> u64 {
+    let mut hasher = std::hash::DefaultHasher::new();
+    spp.iter().for_each(|&value| {
+        // Normalize negative zero to zero, e.g. -0.0 -> 0.0
+        let normalized_value = if value == 0.0 && value.is_sign_negative() {
+            0.0
+        } else {
+            value
+        };
+        // Convert the value to bits and hash it
+        let bits = normalized_value.to_bits();
+        std::hash::Hash::hash(&bits, &mut hasher);
+    });
+
+    std::hash::Hasher::finish(&hasher)
 }
 
 #[inline(always)]
@@ -400,4 +452,24 @@
         _estimate_likelihood(self, subject, support_point, error_model, cache)
     }
 }
+
+// Test spphash
+#[cfg(test)]
+mod tests {
+    use super::*;
+    #[test]
+    fn test_spphash() {
+        let spp1 = vec![1.0, 2.0, 3.0];
+        let spp2 = vec![1.0, 2.0, 3.0];
+        let spp3 = vec![3.0, 2.0, 1.0];
+        let spp4 = vec![1.0, 2.0, 3.000001];
+        // Equal values should have the same hash
+        assert_eq!(spphash(&spp1), spphash(&spp2));
+        // Mirrored values should have different hashes
+        assert_ne!(spphash(&spp1), spphash(&spp3));
+        // Very close values should have different hashes
+        // Note: Due to f64 precision this will fail for values that are very close, e.g. 3.0 and 3.0000000000000001
+        assert_ne!(spphash(&spp1), spphash(&spp4));
+    }
+}
\ No newline at end of file