c645f705c5
fix math in outlier
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2024-05-02 14:58:20 -07:00
a05d175285
formatting line width split
2024-05-02 14:22:59 -07:00
ee2524008b
formatting line width
2024-05-02 14:21:31 -07:00
3426c01864
formatting - spacing
2024-05-02 14:19:35 -07:00
02302a5403
formatting comments
2024-05-02 14:17:49 -07:00
f17b88f57e
formatting
2024-05-02 14:16:57 -07:00
e36d7c80fc
replace with clipping for vectors
2024-05-02 14:11:24 -07:00
5c3851dbe4
safer division in objectdetection.rank
2024-05-02 14:01:11 -07:00
e32284329d
make division numerically safer in dataset.py
2024-05-02 13:51:14 -07:00
5fe0ca881e
safer division in softmax function
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probably not necessary but why not
2024-05-02 13:49:17 -07:00
8bd9a6f048
never do division without ensuring denominator is not small
2024-05-02 13:45:03 -07:00
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
5bece29fc8
Temporarily Revert to macOS 12 in CI due to Incompatibility with Python 3.8 and 3.9 ( #1110 )
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Due to a migration in our CI environment from `macos-latest` to macOS 14 runner images, we've encountered a compatibility issue with Python 3.8 and 3.9. The new architecture of macOS 14 does not currently support these Python versions. While we expect future updates to resolve this, we will temporarily revert our CI to use macOS 12 to ensure continuity in our workflows.
2024-04-23 13:49:45 +00:00
2e9c4a958a
Remove unsqueeze call in image tutorial ( #1108 )
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Co-authored-by: Jonas Mueller <1390638+jwmueller@users.noreply.github.com >
2024-04-22 14:41:48 -07:00
94b99456e2
improved datalab issue type guide description for non iid issue ( #1102 )
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Co-authored-by: Jonas Mueller <1390638+jwmueller@users.noreply.github.com >
2024-04-19 14:38:02 -07:00
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
289872efb0
Remove sklearn install from tutorials ( #1091 )
2024-04-10 21:16:06 +00:00
7d1f335017
Improve performance of find_label_issues for segmentation ( #1067 )
2024-04-10 21:09:28 +00:00
ebc6987d73
shorten sidebar naming to fit to one-line
2024-04-09 00:10:30 -07:00
b39b0c41cc
data_valuation module docstring improvements
2024-04-08 15:42:36 -07:00
cbd5f789ba
some renaming of tutorials for clarity ( #1090 )
2024-04-08 15:38:29 -07:00
4846455b5c
in tutorials clarify difference between cleanlearning v datalab ( #1089 )
2024-04-08 15:17:07 -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
1d5d3ccb5a
Fix typo in issue type description guide for Datalab ( #1085 )
2024-04-06 02:53:12 +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
0c5d8cbb0b
CleanLearning tutorials sidebar ( #1066 )
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Co-authored-by: Elías Snorrason <eliassno@gmail.com >
Co-authored-by: Jonas Mueller <1390638+jwmueller@users.noreply.github.com >
2024-03-29 18:29:39 -07:00
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
52a1f32b64
Refine coverage omission list for experimental cleanlab modules ( #1062 )
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Updated the .coveragerc file to specify individual experimental module exclusions from coverage reporting, replacing the broad exclusion of all files under cleanlab/experimental. This allows for more granular control and visibility over coverage metrics.
2024-03-25 13:17:30 +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
dcb594df62
Merge pull request #1052 from elisno/downgrade-tf-2.15
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Downgrade Tensorflow to 2.15
2024-03-13 12:01:56 -07:00
b5ffdc6904
Merge pull request #1051 from elisno/bump-version-post-2.6.2-release
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Bump version post-2.6.2 release
2024-03-13 10:34:20 -07:00
a259d26d7c
Update tensorflow version to <2.16, also for Windows in CI
2024-03-13 17:19:03 +00:00
a55e789e15
Avoid installing tensorflow version to 2.15.1, set upper bound to 2.15.0
2024-03-13 17:19:03 +00:00
74abfd91b4
Update tensorflow version to be less than 2.16
2024-03-13 17:19:03 +00:00
e3e964c154
Limit tensorflow version to be compatible with 2.15
2024-03-13 17:19:03 +00:00
b40b819ac6
Bump version to 2.6.3 for development version
2024-03-13 17:16:21 +00:00
5dcb57948a
Update docs/source/cleanlab/datalab/guide/issue_type_description.rst
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Co-authored-by: Jonas Mueller <1390638+jwmueller@users.noreply.github.com >
2024-03-11 10:31:19 -07:00
Jonas Mueller