Forecasting System for Continual Learning Scenarios based on Hoeffding Trees With Change Point Detection Mechanism

Super simple, research only

Light weight hyperparameter tuning for streaming scenarios

Car dealership web application that is enhanced with online machine learning and interpretable machine learning.

Memory-bounded streaming ensemble (Online Bagging + ADWIN + Leveraged Bagging) with a Hoeffding-Tree champion, including a documented post-mortem on a MOA Java-heap memory-measurement bug and its fix.