sklears_decomposition::matrix_completion

Struct TrainedLowRankMatrixRecovery

pub struct TrainedLowRankMatrixRecovery {
    pub low_rank_component: Array2<f64>,
    pub sparse_component: Array2<f64>,
    pub factors: Option<(Array2<f64>, Array1<f64>, Array2<f64>)>,
    pub matrix_shape: (usize, usize),
    pub estimated_rank: usize,
    pub n_iter: usize,
    pub objective_value: f64,
}

Expand description

Trained low-rank matrix recovery state

Fields§

§low_rank_component: Array2<f64>

Low-rank component

§sparse_component: Array2<f64>

Sparse component (corruption/outliers)

§factors: Option<(Array2<f64>, Array1<f64>, Array2<f64>)>

SVD factors of low-rank component

§matrix_shape: (usize, usize)

Matrix dimensions

§estimated_rank: usize

Estimated rank

§n_iter: usize

Number of iterations performed

§objective_value: f64

Final objective value

Trait Implementations§

Source §

impl Clone for TrainedLowRankMatrixRecovery

Source §

fn clone(&self) -> TrainedLowRankMatrixRecovery

Returns a duplicate of the value. Read more

1.0.0 (const: unstable) · Source§

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

Performs copy-assignment from source. Read more

Source §

impl Debug for TrainedLowRankMatrixRecovery

Source §

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

Formats the value using the given formatter. Read more

Source §

impl<'de> Deserialize<'de> for TrainedLowRankMatrixRecovery

Source §

fn deserialize<D>(deserializer: D) -> Result<Self, D::Error>
where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer. Read more

Source §

impl Serialize for TrainedLowRankMatrixRecovery

Source §

fn serialize<S>(&self, serializer: S) -> Result<S::Ok, S::Error>
where S: Serializer,

Serialize this value into the given Serde serializer. Read more

Auto Trait Implementations§

§

impl UnwindSafe for TrainedLowRankMatrixRecovery

Blanket Implementations§

Source §

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

Source §

fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more

Source §

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

Source §

fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more

Source §

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

Source §

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

Mutably borrows from an owned value. Read more

Source §

impl<ST, DT> CastableFrom<ST, Initialized, Initialized> for DT
where ST: ?Sized, DT: ?Sized,

Source §

impl<ST, DT> CastableFrom<ST, Uninit, Uninit> for DT
where ST: ?Sized, DT: ?Sized,

Source §

impl<T> CloneToUninit for T
where T: Clone,

Source §

unsafe fn clone_to_uninit(&self, dest: *mut u8)

🔬This is a nightly-only experimental API. (clone_to_uninit)

Performs copy-assignment from self to dest. Read more

Source §

impl<T> DeserializeOwned for T
where T: for<'de> Deserialize<'de>,

Source §

impl<T> From<T> for T

Source §

fn from(t: T) -> T

Returns the argument unchanged.

Source §

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

Source §

fn into(self) -> U

Calls U::from(self).

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

Source §

impl<T> IntoEither for T

Source §

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

Source §

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

Source §