BaseEstimator

class BaseEstimator

Bases: ABC

Abstract class for a mixture model parameter estimator.

This class defines the interface for all estimator algorithms. Estimators are responsible for fitting the parameters of a MixtureModel to a given dataset.

Methods

Abstract methods

fit(X, mixture)

Fits the mixture model to the provided data.

Notes

Implementation Requirements

Subclasses must implement the abstract method fit() to provide a specific estimation strategy.