User 878 | 3/20/2015, 12:45:14 AM
Hi, I have a recommendation model that I got trained using GraphLab. However, I get some additional data everyday and I want to incrementally retrain my model with only the additional data. In a easy life, I could combine the old and new data and train the model afresh. However, the incremental volume of my data makes it impossible to do so. Is there a way, I can incrementally improve my model with the new data ? Any thoughts/suggestions would be highly appreciated.