causalml
causalml copied to clipboard
Can the methods in causalml be trained with incremental training?
Is your feature request related to a problem? Please describe. Using large dataset to train uplift models like dr_learner or causalforest is quite slow and often we need to add some new data into it to retrain the model, so I think incremental training might be helpful.
Describe the solution you'd like I hope this package could supply a method to use incremental training.
Describe alternatives you've considered Not yet.
Additional context Add any other context or screenshots about the feature request here.