Gradient boosting

[MaxHalford]

We've implemented ensemble.AdaBoostClassifier, but there's other variants to explore.

Some interesting papers:

• Online Gradient Boosting
• Online Bagging and Boosting
• Optimal and Adaptive Algorithms for Online Boosting

See this and this repo too. Notably there is a link to Vowpal Wabbit's implementation.