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Mini fix feature type detector #55

Merged
merged 45 commits into from
Oct 6, 2024
Merged

Mini fix feature type detector #55

merged 45 commits into from
Oct 6, 2024

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thomasmeissnercrm
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@thomasmeissnercrm thomasmeissnercrm commented Aug 31, 2024 •
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  • Fix a small bug where feature type detector fails when ignore_cols is an empty list.
  • Update dependencies for devs.
  • Strengthen Polars support: Fix a bug where FeatureTypeDetector maps Decimal type columns to object
  • Strengthen support for S3: Error analysis is possible via SageMaker/S3 now
  • Improve tie handling within conformal prediction to get better prediction sets
  • Add non-programmatic way of configuring BlueCast instance
  • Change output of predict_interval within Conformal prediction wrapper for classification to a nested list. This will make post processing easier and more robust.
  • Fix mutual information score plot annotations to go out of bounds
  • Add param to multivariate datadrift that subsamples both dfs to same size
  • add plot_distribution_pairs EDA func

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codecov bot commented Aug 31, 2024 •
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Codecov Report

Attention: Patch coverage is 98.51380% with 7 lines in your changes missing coverage. Please review.

Project coverage is 95.86%. Comparing base (11de437) to head (c6b8095).
Report is 46 commits behind head on main.

Files with missing lines Patch % Lines
bluecast/general_utils/general_utils.py 40.00% 3 Missing ⚠️
bluecast/blueprints/welcome.py 99.09% 1 Missing ⚠️
bluecast/preprocessing/feature_creation.py 92.85% 1 Missing ⚠️
bluecast/preprocessing/feature_selection.py 92.30% 1 Missing ⚠️
bluecast/preprocessing/feature_types.py 93.33% 1 Missing ⚠️
Additional details and impacted files 
@@            Coverage Diff             @@
##             main      #55      +/-   ##
==========================================
+ Coverage   95.78%   95.86%   +0.08%     
==========================================
  Files          95       97       +2     
  Lines        7230     7626     +396     
==========================================
+ Hits         6925     7311     +386     
- Misses        305      315      +10
Flag Coverage Δ
pytest 95.86% <98.51%> (+0.08%) ⬆️

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

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ThomasMeissnerDS and others added 24 commits September 1, 2024 15:14
@ThomasMeissnerDS
Fix error analyser regression
04ccc72
@ThomasMeissnerDS
Fix unit test
5925ad3
@ThomasMeissnerDS
Add notebook guides
126618f
@ThomasMeissnerDS
Change default number of columns for plot_error_distributions to 1
8d8c38d
@thomasmeissnercrm
Fix datetime type cast. Fix hinge loss
4c67b51
@thomasmeissnercrm
Fix datetime type cast. Fix hinge loss
5d8086d
@thomasmeissnercrm
Add Polars Decimal type to dtype list
e5d37bb
@thomasmeissnercrm
Add Polars Decimal type to dtype list
39c79f5
@thomasmeissnercrm
Add Polars Decimal type to dtype list
86ba5fa
@thomasmeissnercrm
Add Polars Decimal type to dtype list
7d64baa
@thomasmeissnercrm
Strengthen S3 support for out of fold datasets and error analysis
c93a949
@ThomasMeissnerDS
Optimize plot_error_distributions
6acc8d7
@ThomasMeissnerDS
Update conformal prediction
679fae0
@ThomasMeissnerDS
Update conformal prediction
56640ea
@ThomasMeissnerDS
Update error analysis visualizations
3fcbad9
@ThomasMeissnerDS
Add add_groupby_agg_feats convenience function
e69af81
@ThomasMeissnerDS
Add decimal.Decimal type for checks
41d786b
@ThomasMeissnerDS
Update conformal prediction p_value calc for classification
f6087ca
@ThomasMeissnerDS
Increase max_length in feature type detector
78a0ab4
@ThomasMeissnerDS
Increase max_length in feature type detector
2673da3
@ThomasMeissnerDS
Update conformal pred tie handling
2a800c6
@ThomasMeissnerDS
Update conformal pred tie handling
f3fa94b
@ThomasMeissnerDS
Update conformal pred tie handling
59dd49c
@ThomasMeissnerDS
Update conformal pred tie handling
5fafa23
@ThomasMeissnerDS ThomasMeissnerDS merged commit b5ecbd8 into main Oct 6, 2024
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@ThomasMeissnerDS ThomasMeissnerDS ThomasMeissnerDS approved these changes

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@thomasmeissnercrm @ThomasMeissnerDS