[−][src]Struct friedrich::prior::LinearPrior
The Linear prior
This prior is a linear function which can be fit on the training data.
Methods
impl LinearPrior
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pub fn new(weights: DVector<f64>, intercept: f64) -> Self
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Constructs a new linear prior
the first row of w is the bias such that prior = [1|input] * w
Trait Implementations
impl Prior for LinearPrior
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fn default(input_dimension: usize) -> Self
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fn prior<S: Storage<f64, Dynamic, Dynamic>>(
&self,
input: &Matrix<f64, Dynamic, Dynamic, S>
) -> DVector<f64>
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&self,
input: &Matrix<f64, Dynamic, Dynamic, S>
) -> DVector<f64>
fn fit<SM: Storage<f64, Dynamic, Dynamic> + Clone, SV: Storage<f64, Dynamic, U1>>(
&mut self,
training_inputs: &Matrix<f64, Dynamic, Dynamic, SM>,
training_outputs: &Matrix<f64, Dynamic, U1, SV>
)
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&mut self,
training_inputs: &Matrix<f64, Dynamic, Dynamic, SM>,
training_outputs: &Matrix<f64, Dynamic, U1, SV>
)
performs a linear fit to set the value of the prior
impl Clone for LinearPrior
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fn clone(&self) -> LinearPrior
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fn clone_from(&mut self, source: &Self)
1.0.0[src]
impl Debug for LinearPrior
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Auto Trait Implementations
impl Send for LinearPrior
impl Sync for LinearPrior
impl Unpin for LinearPrior
impl UnwindSafe for LinearPrior
impl RefUnwindSafe for LinearPrior
Blanket Implementations
impl<T, U> Into<U> for T where
U: From<T>,
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U: From<T>,
impl<T> From<T> for T
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impl<T> ToOwned for T where
T: Clone,
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T: Clone,
type Owned = T
The resulting type after obtaining ownership.
fn to_owned(&self) -> T
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fn clone_into(&self, target: &mut T)
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impl<T, U> TryFrom<U> for T where
U: Into<T>,
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U: Into<T>,
type Error = Infallible
The type returned in the event of a conversion error.
fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>
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impl<T, U> TryInto<U> for T where
U: TryFrom<T>,
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U: TryFrom<T>,
type Error = <U as TryFrom<T>>::Error
The type returned in the event of a conversion error.
fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>
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impl<T> Borrow<T> for T where
T: ?Sized,
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T: ?Sized,
impl<T> BorrowMut<T> for T where
T: ?Sized,
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T: ?Sized,
fn borrow_mut(&mut self) -> &mut T
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impl<T> Any for T where
T: 'static + ?Sized,
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T: 'static + ?Sized,
impl<T> Same<T> for T
type Output = T
Should always be Self
impl<SS, SP> SupersetOf<SS> for SP where
SS: SubsetOf<SP>,
SS: SubsetOf<SP>,
fn to_subset(&self) -> Option<SS>
fn is_in_subset(&self) -> bool
unsafe fn to_subset_unchecked(&self) -> SS
fn from_subset(element: &SS) -> SP
impl<V, T> VZip<V> for T where
V: MultiLane<T>,
V: MultiLane<T>,