Struct fuzzy_dbscan::FuzzyDBSCAN

pub struct FuzzyDBSCAN {
    pub eps_min: f64,
    pub eps_max: f64,
    pub pts_min: f64,
    pub pts_max: f64,
}

An instance of the FuzzyDBSCAN algorithm.

Note that when setting eps_min = eps_max and pts_min = pts_max the algorithm will reduce to classic DBSCAN.

Fields

eps_min: f64

The minimum fuzzy local neighborhood radius.

eps_max: f64

The maximum fuzzy local neighborhood radius.

pts_min: f64

The minimum fuzzy neighborhood density (number of points).

pts_max: f64

The maximum fuzzy neighborhood density (number of points).

Implementations

impl FuzzyDBSCAN

pub fn cluster<P: MetricSpace>(&self, points: &[P]) -> Vec<Cluster>

Clusters a list of points.

Trait Implementations

impl From<FuzzyDBSCAN> for JsValue

fn from(value: FuzzyDBSCAN) -> Self

Converts to this type from the input type.

impl FromWasmAbi for FuzzyDBSCAN

type Abi = u32

The wasm ABI type that this converts from when coming back out from the ABI boundary.

unsafe fn from_abi(js: u32) -> Self

Recover a Self from Self::Abi.

impl IntoWasmAbi for FuzzyDBSCAN

type Abi = u32

The wasm ABI type that this converts into when crossing the ABI boundary.

fn into_abi(self) -> u32

Convert self into Self::Abi so that it can be sent across the wasm ABI boundary.

impl OptionFromWasmAbi for FuzzyDBSCAN

fn is_none(abi: &Self::Abi) -> bool

Tests whether the argument is a “none” instance. If so it will be deserialized as None, and otherwise it will be passed to FromWasmAbi.

impl OptionIntoWasmAbi for FuzzyDBSCAN

fn none() -> Self::Abi

Returns an ABI instance indicating “none”, which JS will interpret as the None branch of this option.

impl RefFromWasmAbi for FuzzyDBSCAN

type Abi = u32

The wasm ABI type references to Self are recovered from.

type Anchor = Ref<'static, FuzzyDBSCAN>

The type that holds the reference to Self for the duration of the invocation of the function that has an &Self parameter. This is required to ensure that the lifetimes don’t persist beyond one function call, and so that they remain anonymous.

unsafe fn ref_from_abi(js: Self::Abi) -> Self::Anchor

Recover a Self::Anchor from Self::Abi.

impl RefMutFromWasmAbi for FuzzyDBSCAN

type Abi = u32

Same as RefFromWasmAbi::Abi

type Anchor = RefMut<'static, FuzzyDBSCAN>

Same as RefFromWasmAbi::Anchor

unsafe fn ref_mut_from_abi(js: Self::Abi) -> Self::Anchor

Same as RefFromWasmAbi::ref_from_abi

impl WasmDescribe for FuzzyDBSCAN

fn describe()