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Distribution Mapping based Transfer Learning

This is the repo for distribution mapping based transfer learning.

  • source_set, target_set => estimate distribution mapping => DM
  • target_set => Use DM to move to source space => target_set_mapped
  • source_set => Train predictive model => Model
  • target_set_mapped=> predict response in the source space using Model => target_response_pred_source
  • target_response_pred_source => Use DM to map back to target space => target_response_pred

---- Always under work ----

For the CRAN release R package, take a look at the DMTL repo.