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作者 SHA1 备注 提交日期
Jonas Mueller b39b0c41cc data_valuation module docstring improvements 2024-04-08 15:42:36 -07:00
Jonas Mueller 5eaeb983f1 cleanup docstrings for recently added summary.py kwargs (#1088) 2024-04-08 14:42:08 -07:00
Matthew Turk cc319efea0 Add kwargs to functions that call plt.show() (#1084) 
Co-authored-by: Jonas Mueller <1390638+jwmueller@users.noreply.github.com>
 2024-04-08 11:59:58 -07:00
Elías Snorrason e0b7615c11 Update typing import in outlier.py (#1086) 2024-04-06 04:10:12 +00:00
Martin Zornoza Auñon 76dfdd23fa Fix flaky test of outlier scores for identical examples (#1079) 2024-04-06 04:06:02 +00:00
ChG a0f24add61 Use existing Datalab to audit additional new data (#1049) 
Co-authored-by: Elías Snorrason <eliassno@gmail.com>
 2024-04-06 02:51:59 +00:00
ChG b751269fdc Add user-facing cleanlab.data_valuation module (#1050) 
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
Martin Zornoza Auñon abd0924e61 Optimize segmentation/rank.py for performance and maintainability (#1064) 
Enhanced `get_label_quality_scores` and `issues_from_scores` efficiency, improving execution speed and memory usage.
 2024-03-27 17:14:31 +00:00
Elías Snorrason 5366e7a016 Bump version to 2.6.4 for development version (#1061) 2024-03-22 11:50:42 +00:00
Elías Snorrason b66a959547 Add v2.6.3 to RELEASE_VERSIONS (#1058)
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 2024-03-19 19:08:40 +00:00
Elías Snorrason 5bc33378f9 Add warning message about TensorFlow compatibility to docs (#1057) 2024-03-19 15:25:53 +00:00
Elías Snorrason 2f2bc1fe18 Refine Scoring and Enhance Stability for Datasets with Identical Examples (#1056) 
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
Sanjana 589edd6283 Merge pull request #1048 from sanjanag/image-key-docs 
Updated image_key documentation
 2024-03-13 12:02:30 -07:00
Elías Snorrason b40b819ac6 Bump version to 2.6.3 for development version 2024-03-13 17:16:21 +00:00
Sanjana 81e30e654c Update cleanlab/datalab/datalab.py 
Co-authored-by: Jonas Mueller <1390638+jwmueller@users.noreply.github.com>
 2024-03-11 10:31:03 -07:00
Sanjana Garg 76c6594651 Updated image_key documentation 2024-03-08 12:05:06 -08:00
Elías Snorrason e42544894e Add v2.6.2 to RELEASE_VERSIONS (#1047)
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 2024-03-08 16:00:05 +00:00
Elías Snorrason 61a87ecc9e Post v2.6.1 release version bump for developer version (#1046) 2024-03-08 15:52:15 +00:00
Elías Snorrason ac184552b6 Convert DataFrame features to numpy arrays in null value check (#1045) 2024-03-08 15:43:41 +00:00
Elías Snorrason f7f1d2241e Update version for 2.6.1 release (#1038) 2024-03-06 18:51:25 +00:00
Elías Snorrason e61c9bd963 Add workflow for automated releases to PyPI (#1036) 2024-03-06 07:35:03 +00:00
Hui Wen 90ac796213 Transform regression label quality scores (#1032) 2024-03-05 17:15:21 +00:00
Elías Snorrason 85823cad3e Validate cleanvision issue types correctly in Datalab.get_issues (#1028) 2024-02-26 11:09:47 +00:00
Elías Snorrason 51a7d218e2 Fix error handling in get_issues method with empty issue dataframes (#1025) 2024-02-24 02:06:30 +00:00
Elías Snorrason 6c7705a45b Support features as input for data valuation check in Datalab (#1023) 2024-02-23 00:15:22 -08:00
Elías Snorrason 01ef893a74 bump version past latest 2.6.0 release (#1022) 2024-02-21 14:45:39 +00:00
Elías Snorrason 2c11d02938 bump version (#1016) 2024-02-16 06:08:39 +00:00
Elías Snorrason d77625671d Various docs updates (#1015) 2024-02-16 05:59:36 +00:00
Elías Snorrason f7d6934fff Update tqdm import in filter.py and summary.py (#1012) 2024-02-15 18:26:11 +00:00
Jonas Mueller 2756d483ab clarifications to datalab documentation (#1010) 
Co-authored-by: Elías Snorrason <eliassno@gmail.com>
 2024-02-14 19:17:03 +00:00
Yiran Shi 79b16e68d1 Single Class Span Classification Support (#982) 
* add single class span classification support
 2024-02-14 20:17:04 +05:30
Elías Snorrason a73dcbf59b Provide typehint in _Displayer (#1008) 2024-02-12 20:34:41 -08:00
Elías Snorrason 22287faa25 Registry docstring updates (#1007) 2024-02-12 20:15:48 -08:00
Elías Snorrason e9f6fb9b6f Refactor display logic in RepresentationStrategy and _Displayer classes (#1006) 2024-02-12 19:06:53 -08:00
Elías Snorrason fd0dcd2c97 Improve the datalab.display module (#1005) 2024-02-12 19:02:42 -08:00
Elías Snorrason 1ed51aa35a Fix issue summary in report.py to omit undetected issue types (#1003) 
Co-authored-by: Jonas Mueller <1390638+jwmueller@users.noreply.github.com>
 2024-02-12 16:53:10 -08:00
Elías Snorrason 5408abe9bf Class Imbalance issue checker should not run if labels are not provided in Datalab (#1000) 2024-02-12 16:10:09 -08:00
Elías Snorrason d3aba50c4e Multilabel class order (#997) 
Co-authored-by: Jonas Mueller <1390638+jwmueller@users.noreply.github.com>
 2024-02-12 16:09:08 -08:00
Elías Snorrason b25d54f380 Make features optional in Underperforming Group issue check(#999) 2024-02-12 15:46:33 -08:00
Elías Snorrason b640fb5b8f Add underperforming_group issue type among the Datalab defaults (#990) 
Closes #910
 2024-02-12 08:27:14 -08:00
Elías Snorrason 16c5866a8b Add Task enum for specifying machine learning task within Datalab (#971) 2024-02-08 15:35:38 -07:00
Elías Snorrason 5540959173 Add existing issue managers to more tasks (#979) 
Co-authored-by: Sanjana <sanjanag@users.noreply.github.com>
 2024-02-07 22:05:21 -07:00
Elías Snorrason 387ffa3504 Add a show_all_issues  optional argument to Datalab.report() (#970) 
Co-authored-by: Sanjana <sanjanag@users.noreply.github.com>
 2024-02-07 14:52:00 -07:00
Elías Snorrason 070b6e5b42 Fix dev dependencies (pytest and black formatter) (#975) 2024-02-01 17:42:56 +00:00
Aditya Thyagarajan 22dd845c48 add bbox area computation (#968) 2024-01-25 20:21:06 -08:00
Ulyana 0d30452da5 Add docstring clarification to Object Detection bbox shapes (#954) 
Co-authored-by: Aditya Thyagarajan <aditya1593@icloud.com>
 2024-01-24 09:33:23 -08:00
Ganesh Tata 51de77768d Multilabel Issue Manager for Classification (#929) 
* Add Multilabel label issue manager

* Add task validation in Datalab constructor

* Add type checks for labels in issue managers

* Refactor code to use Datalab for finding label issues in multi-label classification tutorial

---------

Co-authored-by: Elías Snorrason <eliassno@gmail.com>
 2024-01-24 00:14:04 +00:00
ChG 89866d53b4 make data valuation issue manager user facing (#925) 
Co-authored-by: Ganesh Tata <tataganesh95@gmail.com>
Co-authored-by: Jonas Mueller <1390638+jwmueller@users.noreply.github.com>
Co-authored-by: Elías Snorrason <eliassno@gmail.com>
 2024-01-17 17:49:58 +00:00
Elías Snorrason 15bec56103 Rescale ood scores in outlier package (#953) 
Co-authored-by: Ulyana <ulya.tkach@gmail.com>
 2024-01-17 17:42:23 +00:00
Aditya Thyagarajan ae085b45b5 ensure near-predicted labels are not flagged as label issue (#950) 
* ensure near-predicted labels are not flagged as label issue
 2024-01-10 11:39:28 +05:30