e604611b9b
Add v2.6.6 to RELEASE_VERSIONS ( #1162 )
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2024-06-25 19:27:43 +00:00
ffdbe77dc6
Enhance knn-based outlier detection in Datalab ( #1163 )
2024-06-25 15:53:56 +00:00
2a68fd7205
Improve knn graph handling and outlier detection in issue managers ( #1155 )
2024-06-24 23:49:33 +00:00
18dfb0db7c
Update knn shapely score computation ( #1142 )
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Co-authored-by: Jonas Mueller <1390638+jwmueller@users.noreply.github.com >
2024-06-19 19:09:35 +00:00
30c744a062
underperforming group 'about this issue' print format ( #1154 )
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Fixes #1153
2024-06-19 05:22:17 +00:00
70ae424689
Pin fasttext in CI ( #1144 )
2024-06-13 18:17:31 +00:00
577a0bc770
Update datalab report text with more pointers ( #1134 )
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Co-authored-by: Elías Snorrason <eliassno@gmail.com >
2024-06-12 03:15:35 +00:00
cd5dee11d3
Update dictionary for deciding on omitting underperforming_group_check ( #1135 )
2024-06-10 22:31:43 +00:00
17ed6fea3c
Improve docstringsin token_classification/summary.py ( #1094 )
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Co-authored-by: Elías Snorrason <eliassno@gmail.com >
2024-06-10 22:02:08 +00:00
94f4f72ece
post v2.6.5 release version bump ( #1131 )
2024-05-25 01:05:13 +00:00
75a9d1c1b9
Add v2.6.5 to RELEASE_VERSIONS ( #1130 )
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2024-05-24 21:48:07 +00:00
c72f0c2cdf
Remove deprecated multi_class argument in LogisticRegression and skip test for sklearn 1.5.0 regression ( #1124 )
2024-05-24 19:48:04 +00:00
4388992862
Remove unnecessary warnings during KNN graph correction ( #1129 )
2024-05-24 14:34:20 +00:00
25b7aaba7e
Improve KNN Graph Construction for Handling Exact Duplicates and Numerical Precision ( #1119 )
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Co-authored-by: Jonas Mueller <1390638+jwmueller@users.noreply.github.com >
2024-05-24 14:04:53 +00:00
a043470e34
Refine handling of underperforming_group issue type ( #1099 )
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Co-authored-by: Sanjana Garg <garg.sanjana.95@gmail.com >
Co-authored-by: Elías Snorrason <eliassno@gmail.com >
2024-05-24 13:21:51 +00:00
3effc12d6a
Improve null value checking by switching from np.isnan to pd.isna ( #1096 )
2024-05-23 02:34:29 +00:00
c13f32a2a6
Optimize value_counts function for performance improvement with missing classes ( #1073 )
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Co-authored-by: Elías Snorrason <eliassno@gmail.com >
2024-05-21 21:30:33 +00:00
ca3892994e
Optimize multiannotator.py for performance ( #1077 )
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Co-authored-by: Hui Wen <45724323+huiwengoh@users.noreply.github.com >
2024-05-15 00:06:02 -04:00
71ba4b3209
Add a knn module ( #1117 )
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Co-authored-by: Jonas Mueller <1390638+jwmueller@users.noreply.github.com >
2024-05-14 13:59:15 -04:00
fda3413275
Bump cleanlab version to 2.6.5 post release ( #1121 )
2024-05-14 00:19:30 +00:00
2cd706976f
Use a safer value of median_nn_distance for division in duplicate.py ( #1116 )
2024-05-04 04:02:53 +00:00
3c6c9a107a
avoid sensitive divisions without ensuring denominator is not small ( #1114 )
2024-05-03 22:08:26 +00:00
b13d27e9b9
Fix numerical instability with Euclidean distance metric ( #1113 )
2024-05-02 13:24:58 +00:00
13442e2ed4
Use existing Datalab to audit new data for outliers ( #1112 )
2024-04-24 02:48:23 +00:00
f493b9953a
Optimize internal multilabel score ( #1106 )
2024-04-23 16:08:21 +00:00
09fed320f1
Optimize onehot2int for performance ( #1107 )
2024-04-23 14:03:55 +00:00
7660b450ca
Refine type hint in _process_find_label_issues_kwargs method ( #1101 )
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Co-authored-by: Elías Snorrason <eliassno@gmail.com >
2024-04-19 14:28:40 +00:00
7b4b0690ae
Fix doctest issues in cleanlab/datalab/internal/issue_manager/label.py ( #1095 )
2024-04-12 10:12:52 +00:00
0221f8b0a1
Fix internal multilabel label ( #1087 )
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Co-authored-by: Elías Snorrason <eliassno@gmail.com >
2024-04-10 21:24:18 +00:00
7d1f335017
Improve performance of find_label_issues for segmentation ( #1067 )
2024-04-10 21:09:28 +00:00
b39b0c41cc
data_valuation module docstring improvements
2024-04-08 15:42:36 -07:00
5eaeb983f1
cleanup docstrings for recently added summary.py kwargs ( #1088 )
2024-04-08 14:42:08 -07:00
cc319efea0
Add kwargs to functions that call plt.show() ( #1084 )
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Co-authored-by: Jonas Mueller <1390638+jwmueller@users.noreply.github.com >
2024-04-08 11:59:58 -07:00
e0b7615c11
Update typing import in outlier.py ( #1086 )
2024-04-06 04:10:12 +00:00
76dfdd23fa
Fix flaky test of outlier scores for identical examples ( #1079 )
2024-04-06 04:06:02 +00:00
a0f24add61
Use existing Datalab to audit additional new data ( #1049 )
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Co-authored-by: Elías Snorrason <eliassno@gmail.com >
2024-04-06 02:51:59 +00:00
b751269fdc
Add user-facing cleanlab.data_valuation module ( #1050 )
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Co-authored-by: Elías Snorrason <eliassno@gmail.com >
Co-authored-by: Jonas Mueller <1390638+jwmueller@users.noreply.github.com >
2024-04-04 01:48:20 +00:00
abd0924e61
Optimize segmentation/rank.py for performance and maintainability ( #1064 )
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Enhanced `get_label_quality_scores` and `issues_from_scores` efficiency, improving execution speed and memory usage.
2024-03-27 17:14:31 +00:00
5366e7a016
Bump version to 2.6.4 for development version ( #1061 )
2024-03-22 11:50:42 +00:00
b66a959547
Add v2.6.3 to RELEASE_VERSIONS ( #1058 )
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2024-03-19 19:08:40 +00:00
5bc33378f9
Add warning message about TensorFlow compatibility to docs ( #1057 )
2024-03-19 15:25:53 +00:00
2f2bc1fe18
Refine Scoring and Enhance Stability for Datasets with Identical Examples ( #1056 )
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Enhance numerical stability and scoring accuracy for datasets with identical features
- Adjust minimum median values to 100x machine epsilon to prevent unstable operations.
- Implement specific scoring logic for outlier and near-duplicate issues in datasets with identical features, ensuring correct scores are assigned in such edge cases.
- Introduce unit tests to validate the expected behavior for datasets comprising entirely identical examples. Check an additional case with an extra unique example.
Related to issue #1055 .
2024-03-19 12:41:49 +00:00
589edd6283
Merge pull request #1048 from sanjanag/image-key-docs
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Updated image_key documentation
2024-03-13 12:02:30 -07:00
b40b819ac6
Bump version to 2.6.3 for development version
2024-03-13 17:16:21 +00:00
81e30e654c
Update cleanlab/datalab/datalab.py
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Co-authored-by: Jonas Mueller <1390638+jwmueller@users.noreply.github.com >
2024-03-11 10:31:03 -07:00
76c6594651
Updated image_key documentation
2024-03-08 12:05:06 -08:00
e42544894e
Add v2.6.2 to RELEASE_VERSIONS ( #1047 )
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2024-03-08 16:00:05 +00:00
61a87ecc9e
Post v2.6.1 release version bump for developer version ( #1046 )
2024-03-08 15:52:15 +00:00
ac184552b6
Convert DataFrame features to numpy arrays in null value check ( #1045 )
2024-03-08 15:43:41 +00:00
f7f1d2241e
Update version for 2.6.1 release ( #1038 )
2024-03-06 18:51:25 +00:00
Elías Snorrason