Boosting algorithm realization in Python

Question

Using sklearn one can construct Bagging algorithm for non-trees estimator (for example, for SVC). But there is no Boosting realization in sklearn or in any other well known packages. Am I missing something and there is some existing Boosting algorithm with ability to select any other estimators other than trees in standard approach?

Answer 1

AdaBoostClassifier is what you are looking for. Here is a complete list of ensemble algorithms implemented in sklearn.