nolearn.model

class nolearn.model.AveragingEstimator(estimators, verbose=0, n_jobs=1)

Bases: sklearn.base.BaseEstimator

An estimator that wraps a list of other estimators and returns their average for fit(), predict() and predict_proba().

class nolearn.model.FeatureStacker(estimators)

Bases: sklearn.base.BaseEstimator

Combine several transformer objects and yield their results in a single, concatenated feature matrix.

class nolearn.model.AbstractModel(**kwargs)

A small abstraction around Pipeline objects.

Allows the convenient parametrization of the underlying pipeline through params.