Struct ManifoldConfig 

pub struct ManifoldConfig {
    pub manifold_type: ManifoldType,
    pub n_samples: usize,
    pub noise: f64,
    pub randomseed: Option<u64>,
    pub parameters: HashMap<String, f64>,
}

Advanced manifold configuration for complex datasets

Fields

manifold_type: ManifoldType

Type of manifold to generate

n_samples: usize

Number of samples

noise: f64

Noise level

randomseed: Option<u64>

Random seed

parameters: HashMap<String, f64>

Manifold-specific parameters

Implementations

impl ManifoldConfig

pub fn new(manifold_type: ManifoldType) -> Self

Create a new manifold configuration

pub fn with_samples(self, n_samples: usize) -> Self

Set number of samples

pub fn with_noise(self, noise: f64) -> Self

Set noise level

pub fn with_seed(self, seed: u64) -> Self

Set random seed

pub fn with_parameter(self, name: String, value: f64) -> Self

Add a parameter

Trait Implementations

impl Clone for ManifoldConfig

fn clone(&self) -> ManifoldConfig

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for ManifoldConfig

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

Formats the value using the given formatter.

impl Default for ManifoldConfig

fn default() -> Self

Returns the “default value” for a type.