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@KarelZe KarelZe released this 26 Dec 16:49
· 288 commits to main since this release
85c44bc

Took some time off for Christmas. πŸŽ„

What's Changed

Empirical Study βš—οΈ

Writing πŸ“–

  • Pre-writing of feature engineering and questionsπŸͺ› by @KarelZe in #86.

Outlook πŸ§ͺ

  • Will take some time off until New Year's Eve. πŸ§˜β€β™‚οΈ
  • Continue pre-writing of supervised approaches i. e., transformers, ordered boosting, and #88.
  • Finalize feature sets. Make sure to add enconomic intuition, remove redundancies and transformations. Include feedback from discussions with @CaroGrau and @pheusel.
  • Continue work on #85 . Necessary to get insights on feature definitions. Branch will include attention activation and SHAP.
  • Continue work on #93. Having a common, sklearn-like interface is necessary for further aspects of training and evaluation like calculating SHAP values, creating learning curves, or simplify hyperparameter tuning etc.
  • Try out SLURM to train models overnight or for longer periods than 4 hours. Jobs can run longer for up to 48 hours.

Full Changelog: v0.2.6...v0.2.7