Panda perf #47
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Panda perf #47
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Pull request overview
Adds optional energy-binned SHAP feature-importance reporting and refactors how extra columns are appended during training-data loading.
Changes:
- Add
shap_feature_importance_by_energy()utility (currently commented out in the main regression evaluation path). - Refactor
load_training_data()to append analysis-specific columns viapd.concatfrom anew_colsdict.
Reviewed changes
Copilot reviewed 2 out of 2 changed files in this pull request and generated 3 comments.
| File | Description |
|---|---|
src/eventdisplay_ml/evaluate.py |
Introduces an energy-binned SHAP importance helper and wires it as an optional (commented) call site. |
src/eventdisplay_ml/data_processing.py |
Changes how MCxoff/MCyoff/MCe0 (or ze_bin) are added to the flattened training DataFrame. |
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Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
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