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Score normalization redesign

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Merged Tiago de Freitas Pereira requested to merge new-score-norm into master Dec 16, 2021
  • Overview 8
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This is the initial redesign of the score-normalization pipeline.

I basically dropped all the old code and made the score normalization stuff as a post-processor where such a post-processor is a BaseEstimator. In such a way, we can leverage Checkpointing and Dasking wrappers avoiding the implementation of custom features.

Furthermore, it will be easier to implement other calibration strategies.

ZNorm is already working and giving the same results as before but with way less code.

Still a WIP, though.

Closes #166 (closed)

Edited Dec 22, 2021 by Tiago de Freitas Pereira
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Source branch: new-score-norm