DistributionFitting

sklears_utils::statistical

Struct DistributionFitting

pub struct DistributionFitting;

Expand description

Distribution fitting utilities

Implementations§

impl DistributionFitting

pub fn fit_normal(data: &Array1<f64>) -> Result<(f64, f64), UtilsError>

Fit normal distribution parameters

pub fn fit_exponential(data: &Array1<f64>) -> Result<f64, UtilsError>

Fit exponential distribution parameter

pub fn fit_uniform(data: &Array1<f64>) -> Result<(f64, f64), UtilsError>

Fit uniform distribution parameters

pub fn goodness_of_fit_test( data: &Array1<f64>, expected_cdf: fn(f64, &[f64]) -> f64, parameters: &[f64], bins: usize, alpha: f64, ) -> Result<TestResult, UtilsError>

Goodness of fit test using chi-square

Auto Trait Implementations§

impl Freeze for DistributionFitting

impl RefUnwindSafe for DistributionFitting

impl Send for DistributionFitting

impl Sync for DistributionFitting

impl Unpin for DistributionFitting

impl UnwindSafe for DistributionFitting

Blanket Implementations§

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where T: 'static + ?Sized,

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