Module smartcore::api

Common Interfaces and API

This module provides interfaces and uniform API with simple conventions that are used in other modules for supervised and unsupervised learning.

Traits

• NoParameters
  empty parameters for an estimator, see BiasedEstimator
• Predictor
  Implements method predict that estimates target value from new data
• PredictorBorrow
  Implements method predict that estimates target value from new data, with borrowing
• SupervisedEstimator
  An estimator for supervised learning, that provides method fit to learn from data and training values
• SupervisedEstimatorBorrow
  An estimator for supervised learning. In this one parameters are borrowed instead of moved, this is useful for parameters that carry references. Also to be used when there is no predictor attached to the estimator.
• Transformer
  Implements method transform that filters or modifies input data
• UnsupervisedEstimator
  An estimator for unsupervised learning, that provides method fit to learn from data