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feature request: _prep_inputs_for_prediction_and_return_scores to become public interface point #1607

@fkiraly

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@fkiraly

The AFT models are neat, though there does not seem to be a public interface point from which the paramters of the predictive (parametric) distributions could be queried.

I request that the current private interface point for this, _prep_inputs_for_prediction_and_return_scores, become public, perhaps with:

  • a clearer name, such as predict_proba_params
  • a unified return, e.g., returning a dict with {"paramname": paramvalue} format

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