[ENH] Generate the target from features

[fraimondo]

No description provided.

[codecov]

Codecov Report

❌ Patch coverage is 85.54688% with 37 lines in your changes missing coverage. Please review.
✅ Project coverage is 90.31%. Comparing base (d36bc82) to head (56a3dc6).
⚠️ Report is 17 commits behind head on main.

Files with missing lines	Patch %	Lines
julearn/pipeline/pipeline_creator.py	88.11%	6 Missing and 6 partials ⚠️
julearn/transformers/dataframe/pick_columns.py	79.48%	5 Missing and 3 partials ⚠️
...n/transformers/target/ju_generated_target_model.py	91.42%	3 Missing and 3 partials ⚠️
julearn/api.py	44.44%	3 Missing and 2 partials ⚠️
julearn/scoring/available_scorers.py	55.55%	3 Missing and 1 partial ⚠️
julearn/base/column_types.py	90.00%	1 Missing ⚠️
julearn/transformers/dataframe/drop_columns.py	85.71%	1 Missing ⚠️

❌ Your patch status has failed because the patch coverage (85.54%) is below the target coverage (95.00%). You can increase the patch coverage or adjust the target coverage.

Additional details and impacted files

@@            Coverage Diff             @@
##             main     #269      +/-   ##
==========================================
+ Coverage   90.17%   90.31%   +0.13%     
==========================================
  Files          56       58       +2     
  Lines        2555     2767     +212     
  Branches      449      490      +41     
==========================================
+ Hits         2304     2499     +195     
- Misses        164      172       +8     
- Partials       87       96       +9     

Flag	Coverage Δ
docs	100.00% <ø> (ø)
julearn	90.31% <85.54%> (+0.13%)	⬆️

Flags with carried forward coverage won't be shown. Click here to find out more.

Files with missing lines	Coverage Δ
julearn/conftest.py	94.64% <100.00%> (ø)
julearn/prepare.py	92.35% <100.00%> (+0.23%)	⬆️
julearn/transformers/available_transformers.py	100.00% <100.00%> (ø)
julearn/transformers/dataframe/__init__.py	100.00% <100.00%> (ø)
julearn/transformers/target/__init__.py	100.00% <100.00%> (ø)
julearn/base/column_types.py	95.00% <90.00%> (-0.78%)	⬇️
julearn/transformers/dataframe/drop_columns.py	87.50% <85.71%> (+2.88%)	⬆️
julearn/scoring/available_scorers.py	90.27% <55.55%> (-5.11%)	⬇️
julearn/api.py	90.44% <44.44%> (-2.45%)	⬇️
...n/transformers/target/ju_generated_target_model.py	91.42% <91.42%> (ø)
... and 2 more

... and 1 file with indirect coverage changes

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[github-actions]

PR Preview Action v1.6.2
Preview removed because the pull request was closed.
2025-11-10 10:02 UTC