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Can the methods in causalml be trained with incremental training? #622

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evelynjin990 opened this issue May 31, 2023 · 0 comments
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enhancement New feature or request

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evelynjin990 commented May 31, 2023

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.

@evelynjin990 evelynjin990 added the enhancement New feature or request label May 31, 2023
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