8000 DOC Rework outlier detection estimators example by ArturoAmorQ · Pull Request #25878 · scikit-learn/scikit-learn · GitHub
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DOC Rework outlier detection estimators example #25878

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Merged
merged 57 commits into from
Sep 11, 2023
Merged

DOC Rework outlier detection estimators example #25878

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eb5ac7c
DOC Rework outlier detection estimators example
Mar 14, 2023
692f19f
Refactor narrative
Mar 15, 2023
b8670cd
Several tweaks
Mar 15, 2023
a389087
Several tweaks
Mar 16, 2023
a568b57
Add ablation section
Mar 16, 2023
f4cdb8c
Tweak
Mar 16, 2023
19c36ac
Merge branch 'main' of https://github.com/scikit-learn/scikit-learn i…
Mar 16, 2023
5093b06 8000
Merge branch 'main' into outlier_benchmarks
ArturoAmorQ Mar 21, 2023
82d5ba4
Reduce number of samples to make the example run faster
Mar 21, 2023
3015de3
Merge branch 'outlier_benchmarks' of github.com:ArturoAmorQ/scikit-le…
Mar 21, 2023
d8cd592
Add FunctionTransformer to ablation study section
Mar 22, 2023
0789293
Add interpretation to ablation results
Mar 22, 2023
7cfd6f8
Merge branch 'main' of https://github.com/scikit-learn/scikit-learn i…
Mar 22, 2023
16403bc
Fix broken references
Mar 22, 2023
1451a8f
Specify dtype
Mar 30, 2023
0935880
Use more specific dataset names
Mar 30, 2023
d6be410
Use anomaly_frac to avoid human overfitting
Mar 30, 2023
f5edd11
Fix format
Mar 31, 2023
6efc305
Downsample breast cancer dataset
Mar 31, 2023
67e6b9c
Use n_jobs for LOF models
Mar 31, 2023
ee4be2e
Fix conflicts
Mar 31, 2023
2dca981
Apply suggestions from code review
ArturoAmorQ Apr 3, 2023
2a14b51
Remove blank line
Apr 3, 2023
11dc0e7
Use plot_chance_level instead of hand-coded line
Apr 3, 2023
b6c1c54
Simplify plot code
Apr 3, 2023
20a5e05
Remove unclear statement on computational cost
Apr 3, 2023
0e2b61c
Format tweak
Apr 3, 2023
2dfc9ed
Iter
Apr 3, 2023
5f35bdc
Iter
Apr 5, 2023
0c277d2
Merge branch 'main' of https://github.com/scikit-learn/scikit-learn i…
Apr 5, 2023
b6c830c
Fix conflicts
Apr 11, 2023
36288fb
Use better variable names for steps in pipeline
Apr 12, 2023
7fab5fb
Use Ames housing dataset instead of breast cancer
Apr 12, 2023
4dfc8bb
Use None instead of FunctionTransformer as identity scaler
Apr 12, 2023
a68b4d1
Add more neighbors to ablation study
Apr 12, 2023
eb26dd5
Update interpretation
Apr 12, 2023
84d2b6b
Merge branch 'main' of https://github.com/scikit-learn/scikit-learn i…
Apr 12, 2023
c4e70f8
Apply suggestions from code review
ArturoAmorQ Apr 13, 2023
ca0ba1e
Print more detailed info
Apr 14, 2023
40cdfdc
Add SplineTransformer and improve plotting code
Apr 14, 2023
f896fcc
Improve wording
Apr 14, 2023
819056b
Show effect of preprocessing on cardiotocography
Apr 14, 2023
b4cd5ad
Make wording more exact
Apr 14, 2023
ba3d8b4
Merge branch 'outlier_benchmarks' of github.com:ArturoAmorQ/scikit-le…
Apr 14, 2023
577805b
Further improve narrative
Apr 14, 2023
ca8bfbc
Merge branch 'main' of https://github.com/scikit-learn/scikit-learn i…
Apr 14, 2023
9bfd6d2
Change fit_predict function to accept expected_anomaly_frac
Apr 14, 2023
f5221c1
Merge branch 'main' into outlier_benchmarks
ArturoAmorQ Apr 19, 2023
f043b05
Merge branch 'main' into outlier_benchmarks
ArturoAmorQ May 23, 2023
8380f15 8000
Merge branch 'main' into outlier_benchmarks
glemaitre May 25, 2023
5bc2ab5
Ugly fix for Pandas breaking change
May 25, 2023
c8d7d8d
Address comments from Guillaume
May 25, 2023
5588934
Fix conflicts
Jun 23, 2023
330f237
Fix conflicts
Aug 24, 2023
b36a255
Merge branch 'main' into outlier_benchmarks
glemaitre Sep 9, 2023
ffb0b47
Use different linestyles for color-blind friendly plots
Sep 11, 2023
add9833
Use integers instead of np.random.RandomState
Sep 11, 2023
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