Trait rusty_machine::learning::UnSupModel

pub trait UnSupModel<T, U> {
    fn predict(&self, inputs: &T) -> LearningResult<U>;
    fn train(&mut self, inputs: &T) -> LearningResult<()>;
}

Trait for unsupervised model.

Required Methods

fn predict(&self, inputs: &T) -> LearningResult<U>

Predict output from inputs.

fn train(&mut self, inputs: &T) -> LearningResult<()>

Train the model using inputs.

Implementors

impl UnSupModel<Matrix<f64>, Matrix<f64>> for GaussianMixtureModel

impl UnSupModel<Matrix<f64>, Matrix<f64>> for PCA

Train the model and predict the model output from new data.

impl UnSupModel<Matrix<f64>, Vector<Option<usize>>> for DBSCAN

impl<InitAlg: Initializer> UnSupModel<Matrix<f64>, Vector<usize>> for KMeansClassifier<InitAlg>