Second, Yandex is offering the CatBoost library as a free service, released under an Apache license, to any and all who need or want to use gradient-boosting tech in their own programs.

Learn how to implement SGD with momentum from scratch in Python—boost your optimization skills for deep learning.

Random forests and gradient boosting can be used for time series forecasting, but they require that the data be transformed for supervised learning.