Struct rgsl::types::multifit_linear::MultifitLinearWorkspace

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pub struct MultifitLinearWorkspace { /* private fields */ }

Implementations

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impl MultifitLinearWorkspace

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pub fn new(n: usize, p: usize) -> Option<Self>

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pub fn linear(
    &mut self,
    x: &MatrixF64,
    y: &VectorF64,
    c: &mut VectorF64,
    cov: &mut MatrixF64
) -> (Value, f64 )

Returns (Value, chisq).

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pub fn linear_svd(&mut self, x: &MatrixF64) -> Value

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pub fn linear_bsvd(&mut self, x: &MatrixF64) -> Value

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pub fn linear_solve(
    &mut self,
    lambda: f64,
    x: &MatrixF64,
    y: &VectorF64,
    c: &mut VectorF64
) -> (Value, f64, f64 )

Returns (Value, rnorm, snorm).

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pub fn linear_stdform1(
    &mut self,
    l: &VectorF64,
    x: &MatrixF64,
    y: &VectorF64,
    xs: &mut MatrixF64,
    ys: &mut VectorF64
) -> Value

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pub fn linear_wstdform1(
    &mut self,
    l: &VectorF64,
    x: &MatrixF64,
    w: &VectorF64,
    y: &VectorF64,
    xs: &mut MatrixF64,
    ys: &mut VectorF64
) -> Value

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pub fn linear_stdform2(
    &mut self,
    lqr: &MatrixF64,
    ltau: &VectorF64,
    x: &MatrixF64,
    y: &VectorF64,
    xs: &mut MatrixF64,
    ys: &mut VectorF64,
    m: &mut MatrixF64
) -> Value

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pub fn linear_wstdform2(
    &mut self,
    lqr: &MatrixF64,
    ltau: &VectorF64,
    x: &MatrixF64,
    w: &VectorF64,
    y: &VectorF64,
    xs: &mut MatrixF64,
    ys: &mut VectorF64,
    m: &mut MatrixF64
) -> Value

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pub fn linear_genform1(
    &mut self,
    l: &VectorF64,
    cs: &VectorF64,
    c: &mut VectorF64
) -> Value

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pub fn linear_genform2(
    &mut self,
    lqr: &MatrixF64,
    ltau: &VectorF64,
    x: &MatrixF64,
    y: &VectorF64,
    cs: &VectorF64,
    m: &MatrixF64,
    c: &mut VectorF64
) -> Value

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pub fn linear_wgenform2(
    &mut self,
    lqr: &MatrixF64,
    ltau: &VectorF64,
    x: &MatrixF64,
    w: &VectorF64,
    y: &VectorF64,
    cs: &VectorF64,
    m: &MatrixF64,
    c: &mut VectorF64
) -> Value

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pub fn linear_lcurve(
    &mut self,
    y: &VectorF64,
    reg_param: &mut VectorF64,
    rho: &mut VectorF64,
    eta: &mut VectorF64
) -> Value

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pub fn linear_Lsobolev(
    &mut self,
    p: usize,
    kmax: usize,
    alpha: &VectorF64,
    l: &mut MatrixF64
) -> Value

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pub fn wlinear(
    &mut self,
    x: &MatrixF64,
    w: &VectorF64,
    y: &VectorF64,
    c: &mut VectorF64,
    cov: &mut MatrixF64
) -> (Value, f64 )

Returns (Value, chisq).

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pub fn wlinear_svd(
    &mut self,
    x: &MatrixF64,
    w: &VectorF64,
    y: &VectorF64,
    tol: f64,
    c: &mut VectorF64,
    cov: &mut MatrixF64
) -> (Value, usize, f64 )

Returns (Value, rank, chisq).

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pub fn wlinear_usvd(
    &mut self,
    x: &MatrixF64,
    w: &VectorF64,
    y: &VectorF64,
    tol: f64,
    c: &mut VectorF64,
    cov: &mut MatrixF64
) -> (Value, usize, f64 )

Returns (Value, rank, chisq).

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pub fn linear_gcv_init(
    &mut self,
    y: &VectorF64,
    reg_param: &mut VectorF64,
    UTy: &mut VectorF64
) -> (Value, f64 )

Returns (Value, delta0).

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pub fn linear_gcv_curve(
    &mut self,
    reg_param: &VectorF64,
    UTy: &VectorF64,
    delta0: f64,
    g: &mut VectorF64
) -> Value

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pub fn linear_gcv_min(
    &mut self,
    reg_param: &VectorF64,
    UTy: &VectorF64,
    g: &VectorF64,
    delta0: f64
) -> (Value, f64 )

Returns (Value, lambda).

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pub fn linear_gcv_calc(
    &mut self,
    lambda: f64,
    UTy: &VectorF64,
    delta0: f64
) -> f64

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pub fn linear_gcv(
    &mut self,
    y: &VectorF64,
    reg_param: &mut VectorF64,
    g: &mut VectorF64
) -> (Value, f64, f64 )

Returns (Value, lambda, g_lambda).

Trait Implementations

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impl Drop for MultifitLinearWorkspace

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fn drop(&mut self)

Executes the destructor for this type. Read more

Auto Trait Implementations

impl RefUnwindSafe for MultifitLinearWorkspace

impl !Send for MultifitLinearWorkspace

impl !Sync for MultifitLinearWorkspace

impl Unpin for MultifitLinearWorkspace

impl UnwindSafe for MultifitLinearWorkspace

Blanket Implementations

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

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pub 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,

const: unstable · source

pub 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,

const: unstable · source

pub 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

const: unstable · source

pub fn from(t: T) -> T

Returns the argument unchanged.

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

const: unstable · source

pub 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, U> TryFrom for T where
U: Into<T>,

type Error = Infallible

The type returned in the event of a conversion error.

const: unstable · source

pub fn try_from(value: U) -> Result<T, <T as TryFrom>::Error>

Performs the conversion.

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impl<T, U> TryInto for T where
U: TryFrom<T>,

type Error = >::Error

The type returned in the event of a conversion error.

const: unstable · source

pub fn try_into(self) -> Result<U, >::Error>

Performs the conversion.

Struct rgsl::types::multifit_linear::MultifitLinearWorkspace

Implementations

impl MultifitLinearWorkspace

pub fn new(n: usize, p: usize) -> Option<Self>

pub fn linear( &mut self, x: &MatrixF64, y: &VectorF64, c: &mut VectorF64, cov: &mut MatrixF64) -> (Value, f64)

pub fn linear_svd(&mut self, x: &MatrixF64) -> Value

pub fn linear_bsvd(&mut self, x: &MatrixF64) -> Value

pub fn linear_solve( &mut self, lambda: f64, x: &MatrixF64, y: &VectorF64, c: &mut VectorF64) -> (Value, f64, f64)

pub fn linear_stdform1( &mut self, l: &VectorF64, x: &MatrixF64, y: &VectorF64, xs: &mut MatrixF64, ys: &mut VectorF64) -> Value

pub fn linear_wstdform1( &mut self, l: &VectorF64, x: &MatrixF64, w: &VectorF64, y: &VectorF64, xs: &mut MatrixF64, ys: &mut VectorF64) -> Value

pub fn linear_stdform2( &mut self, lqr: &MatrixF64, ltau: &VectorF64, x: &MatrixF64, y: &VectorF64, xs: &mut MatrixF64, ys: &mut VectorF64, m: &mut MatrixF64) -> Value

pub fn linear_wstdform2( &mut self, lqr: &MatrixF64, ltau: &VectorF64, x: &MatrixF64, w: &VectorF64, y: &VectorF64, xs: &mut MatrixF64, ys: &mut VectorF64, m: &mut MatrixF64) -> Value

pub fn linear_genform1( &mut self, l: &VectorF64, cs: &VectorF64, c: &mut VectorF64) -> Value

pub fn linear_genform2( &mut self, lqr: &MatrixF64, ltau: &VectorF64, x: &MatrixF64, y: &VectorF64, cs: &VectorF64, m: &MatrixF64, c: &mut VectorF64) -> Value

pub fn linear_wgenform2( &mut self, lqr: &MatrixF64, ltau: &VectorF64, x: &MatrixF64, w: &VectorF64, y: &VectorF64, cs: &VectorF64, m: &MatrixF64, c: &mut VectorF64) -> Value

pub fn linear_lcurve( &mut self, y: &VectorF64, reg_param: &mut VectorF64, rho: &mut VectorF64, eta: &mut VectorF64) -> Value

pub fn linear_Lsobolev( &mut self, p: usize, kmax: usize, alpha: &VectorF64, l: &mut MatrixF64) -> Value

pub fn wlinear( &mut self, x: &MatrixF64, w: &VectorF64, y: &VectorF64, c: &mut VectorF64, cov: &mut MatrixF64) -> (Value, f64)

pub fn wlinear_svd( &mut self, x: &MatrixF64, w: &VectorF64, y: &VectorF64, tol: f64, c: &mut VectorF64, cov: &mut MatrixF64) -> (Value, usize, f64)

pub fn wlinear_usvd( &mut self, x: &MatrixF64, w: &VectorF64, y: &VectorF64, tol: f64, c: &mut VectorF64, cov: &mut MatrixF64) -> (Value, usize, f64)

pub fn linear_gcv_init( &mut self, y: &VectorF64, reg_param: &mut VectorF64, UTy: &mut VectorF64) -> (Value, f64)

pub fn linear_gcv_curve( &mut self, reg_param: &VectorF64, UTy: &VectorF64, delta0: f64, g: &mut VectorF64) -> Value

pub fn linear_gcv_min( &mut self, reg_param: &VectorF64, UTy: &VectorF64, g: &VectorF64, delta0: f64) -> (Value, f64)

pub fn linear_gcv_calc( &mut self, lambda: f64, UTy: &VectorF64, delta0: f64) -> f64

pub fn linear_gcv( &mut self, y: &VectorF64, reg_param: &mut VectorF64, g: &mut VectorF64) -> (Value, f64, f64)

Trait Implementations

impl Drop for MultifitLinearWorkspace

fn drop(&mut self)

Auto Trait Implementations

impl RefUnwindSafe for MultifitLinearWorkspace

impl !Send for MultifitLinearWorkspace

impl !Sync for MultifitLinearWorkspace

impl Unpin for MultifitLinearWorkspace

impl UnwindSafe for MultifitLinearWorkspace

Blanket Implementations

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

pub fn type_id(&self) -> TypeId

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

pub fn borrow(&self) -> &T

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

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

impl<T> From<T> for T

pub fn from(t: T) -> T

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

pub fn into(self) -> U

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

type Error = Infallible

pub fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>

impl<T, U> TryInto<U> for T where U: TryFrom<T>,

type Error = <U as TryFrom<T>>::Error

pub fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>

pub fn linear(
&mut self,
x: &MatrixF64,
y: &VectorF64,
c: &mut VectorF64,
cov: &mut MatrixF64
) -> (Value, f64 )

pub fn linear_solve(
&mut self,
lambda: f64,
x: &MatrixF64,
y: &VectorF64,
c: &mut VectorF64
) -> (Value, f64, f64 )

pub fn linear_stdform1(
&mut self,
l: &VectorF64,
x: &MatrixF64,
y: &VectorF64,
xs: &mut MatrixF64,
ys: &mut VectorF64
) -> Value

pub fn linear_wstdform1(
&mut self,
l: &VectorF64,
x: &MatrixF64,
w: &VectorF64,
y: &VectorF64,
xs: &mut MatrixF64,
ys: &mut VectorF64
) -> Value

pub fn linear_stdform2(
&mut self,
lqr: &MatrixF64,
ltau: &VectorF64,
x: &MatrixF64,
y: &VectorF64,
xs: &mut MatrixF64,
ys: &mut VectorF64,
m: &mut MatrixF64
) -> Value

pub fn linear_wstdform2(
&mut self,
lqr: &MatrixF64,
ltau: &VectorF64,
x: &MatrixF64,
w: &VectorF64,
y: &VectorF64,
xs: &mut MatrixF64,
ys: &mut VectorF64,
m: &mut MatrixF64
) -> Value

pub fn linear_genform1(
&mut self,
l: &VectorF64,
cs: &VectorF64,
c: &mut VectorF64
) -> Value

pub fn linear_genform2(
&mut self,
lqr: &MatrixF64,
ltau: &VectorF64,
x: &MatrixF64,
y: &VectorF64,
cs: &VectorF64,
m: &MatrixF64,
c: &mut VectorF64
) -> Value

pub fn linear_wgenform2(
&mut self,
lqr: &MatrixF64,
ltau: &VectorF64,
x: &MatrixF64,
w: &VectorF64,
y: &VectorF64,
cs: &VectorF64,
m: &MatrixF64,
c: &mut VectorF64
) -> Value

pub fn linear_lcurve(
&mut self,
y: &VectorF64,
reg_param: &mut VectorF64,
rho: &mut VectorF64,
eta: &mut VectorF64
) -> Value

pub fn linear_Lsobolev(
&mut self,
p: usize,
kmax: usize,
alpha: &VectorF64,
l: &mut MatrixF64
) -> Value

pub fn wlinear(
&mut self,
x: &MatrixF64,
w: &VectorF64,
y: &VectorF64,
c: &mut VectorF64,
cov: &mut MatrixF64
) -> (Value, f64 )

pub fn wlinear_svd(
&mut self,
x: &MatrixF64,
w: &VectorF64,
y: &VectorF64,
tol: f64,
c: &mut VectorF64,
cov: &mut MatrixF64
) -> (Value, usize, f64 )

pub fn wlinear_usvd(
&mut self,
x: &MatrixF64,
w: &VectorF64,
y: &VectorF64,
tol: f64,
c: &mut VectorF64,
cov: &mut MatrixF64
) -> (Value, usize, f64 )

pub fn linear_gcv_init(
&mut self,
y: &VectorF64,
reg_param: &mut VectorF64,
UTy: &mut VectorF64
) -> (Value, f64 )

pub fn linear_gcv_curve(
&mut self,
reg_param: &VectorF64,
UTy: &VectorF64,
delta0: f64,
g: &mut VectorF64
) -> Value

pub fn linear_gcv_min(
&mut self,
reg_param: &VectorF64,
UTy: &VectorF64,
g: &VectorF64,
delta0: f64
) -> (Value, f64 )

pub fn linear_gcv_calc(
&mut self,
lambda: f64,
UTy: &VectorF64,
delta0: f64
) -> f64

pub fn linear_gcv(
&mut self,
y: &VectorF64,
reg_param: &mut VectorF64,
g: &mut VectorF64
) -> (Value, f64, f64 )

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

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

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

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

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

impl<T, U> TryInto<U> for T where
U: TryFrom<T>,