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uly_old_python_logic
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作者 SHA1 备注 提交日期
ChG 4250f5925d Add GEN out-of-distribution detection method (#800) 
Co-authored-by: Jonas Mueller <1390638+jwmueller@users.noreply.github.com>
Co-authored-by: Elías Snorrason <eliassno@gmail.com>
 2023-08-29 22:30:59 -07:00
Elías Snorrason 4ce9f771c8 Unify softmax implementations (#826) 
* unify softmax implementations

* Refine mypy type hint in _set_fine_search_range function

- Update type hint for `min_entropy_ind` from built-in `int` to `np.intp`.
  - This refinement addresses a type compatibility warning.
  - `np.intp` is the integer type used by numpy for indexing and can differ in size from the built-in Python `int` depending on the platform (32-bit vs 64-bit).
  - Mypy highlighted this type hint discrepancy.

* add unit tests for softmax

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Co-authored-by: Hui Wen <45724323+huiwengoh@users.noreply.github.com>
 2023-08-30 00:22:05 +00:00
Tata Ganesh fd2506c6b0 Use rare class proportion instead of mean values for imbalance score (#828) 
Co-authored-by: Elías Snorrason <eliassno@gmail.com>
 2023-08-28 14:24:24 +00:00
Tata Ganesh 62980c1334 Catch NotFitted exception for knn (#825) 2023-08-28 14:08:02 +00:00
Hui Wen 21b82a325e Add note/faq about how to speed up regression.learn.CleanLearning runtime (#830) 
Co-authored-by: Jonas Mueller <1390638+jwmueller@users.noreply.github.com>
 2023-08-28 01:36:05 -04:00
Aditya Thyagarajan a497b38c28 change thresholding class-wise for ObjectLab (#804) 
* Adding support for per-class thresholding for ObjectLab
 2023-08-26 05:06:00 +05:30
Tata Ganesh d37a7d8d85 Expose low memory option for token and multi-label classification (#822) 2023-08-23 01:14:29 -04:00
Hui Wen 0adce8290f 50x speedup for multiannotator module (#821) 2023-08-16 18:39:06 -07:00
Ulyana 396bd68e66 Improve indexing for Object Detection Badloc Score (#807) 2023-08-14 09:29:56 -07:00
Tata Ganesh 83731599be Expose low memory option for finding label issues in classification (#791) 2023-08-11 00:35:51 -04:00
Elías Snorrason 0d7a7df234 remove cleanlab/datalab/examples directory (#803) 2023-08-10 18:05:22 +00:00
Elías Snorrason 571e2b2d37 Add __init__.py to enable imports from cleanlab.datalab.internal (#793) 2023-08-02 11:25:51 -04:00
Tata Ganesh 3d50b9859d Add imbalance issue to datalab (#758) 
Co-authored-by: Jonas Mueller <1390638+jwmueller@users.noreply.github.com>
Co-authored-by: Elías Snorrason <eliassno@gmail.com>
 2023-07-28 18:42:15 +00:00
Elías Snorrason b0fb8e5f77 Move Datalab internals to dedicated internal module (#783) 2023-07-28 16:18:51 +00:00
Yiran Shi bc78816341 Label Issue Detection Extention (#760) 
Co-authored-by: Jonas Mueller <1390638+jwmueller@users.noreply.github.com>
Co-authored-by: Hui Wen <45724323+huiwengoh@users.noreply.github.com>
 2023-07-27 15:43:34 -04:00
Hui Wen b9102017bd Add more descriptive error messages for multiannotator modules (#784) 2023-07-27 14:25:19 -04:00
Elías Snorrason cc0fb470d9 Update near-duplicate sets (#781) 2023-07-26 17:12:20 +00:00
Sanjana 944c61379d Cleanvision Integration (#679) 
Co-authored-by: Jonas Mueller <1390638+jwmueller@users.noreply.github.com>
Co-authored-by: Elías Snorrason <eliassno@gmail.com>
 2023-07-25 15:51:53 +00:00
Ulyana dcd9ea3a16 Improve OD scores (#770) 
* Add updated badloc, overlooked scores
* Improve code clarity for all scores
* Add codecov tests
* Remove unnecessary logic for swap score
 2023-07-21 12:37:51 -07:00
Elías Snorrason 063c0fe472 Segmentation docs fix (#775) 
Co-authored-by: Jonas Mueller <1390638+jwmueller@users.noreply.github.com>
 2023-07-14 18:02:11 +00:00
Ulyana e2d413a1c4 Improve segmentation docstrings (#772) 2023-07-13 11:27:42 -07:00
Aditya Thyagarajan cb51891b06 lowering swap score for multiple labels associated with a box (#750) 
* Lower swap scores for overlapping annotations + Optional arguments correction

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Co-authored-by: Jonas Mueller <1390638+jwmueller@users.noreply.github.com>
Co-authored-by: Ulyana <ulya.tkach@gmail.com>
 2023-07-12 20:29:20 +05:30
Hui Wen afdb667501 change inspect.getfullargspec to signature in CleanLearning (#761) 2023-07-05 11:44:43 -07:00
Yiran Shi cb4c05cbff Add support for high dimensional arrays in CleanLearning(#749) 
Co-authored-by: Jonas Mueller <1390638+jwmueller@users.noreply.github.com>
Co-authored-by: Hui Wen <45724323+huiwengoh@users.noreply.github.com>
 2023-06-27 00:12:52 -04:00
Mayank Kumar 9f302200a4 Regression label quality scores (#572) 
Co-authored-by: Elías Snorrason <eliassno@gmail.com>
Co-authored-by: Jonas Mueller <1390638+jwmueller@users.noreply.github.com>
Co-authored-by: huiwengoh <45724323+huiwengoh@users.noreply.github.com>
 2023-06-23 17:51:46 -07:00
Vedang Lad 35606fc401 label error detection in semantic segmentation datasets (#677) 
Co-authored-by: Ulyana <ulyana@cleanlab.ai>
Co-authored-by: Jonas Mueller <1390638+jwmueller@users.noreply.github.com>
 2023-06-23 00:32:08 -07:00
Gordon Lim 860bd6f551 Dont print recompute joint warning when estimation_method = off_calibrated_custom (#746) 2023-06-18 17:02:51 -07:00
Ulyana 299d66f3ec Update object detection tutorial to clarify out-of-sample predictions (#745) 
* Add out-of-sample clarification to notebook, fix filename check, add unit tests
 2023-06-15 13:14:30 -07:00
Jonas Mueller d3302c074e include n_jobs in cleanlearning kwargs docstring (#744) 2023-06-12 21:09:53 -07:00
Ulyana 7d84aa47cd Bugfix object detection visualize function(#739) 2023-06-07 21:11:30 -07:00
Hui Wen bf3b56ca4c Add note about tensorflow>=2.11 (#738) 2023-06-07 17:39:27 -04:00
Ulyana da65a9727f identifying label errors in Object Detection data (#676) 
Co-authored-by: Aditya Thyagarajan <aditya1593@icloud.com>
Co-authored-by: Jonas Mueller <1390638+jwmueller@users.noreply.github.com>
Co-authored-by: Hui Wen <45724323+huiwengoh@users.noreply.github.com>
 2023-06-07 01:12:46 -07:00
Elías Snorrason 43e24ba3f6 Make labels optional in Datalab (#730) 
* feat(datalab): ✨ make labels optional

* test(datalab): ✅ fix test case for comparing empty list/array
 2023-06-05 16:04:13 +00:00
DerWeh 114201bf76 ENH: make clipping unnecessary for entropy (#703) 
Co-authored-by: Hui Wen <45724323+huiwengoh@users.noreply.github.com>
 2023-05-25 00:49:30 -04:00
Hui Wen 72d4595ab8 Delete repeated lines in CleanLearning.save_space (#724) 2023-05-19 16:47:28 -04:00
Elías Snorrason 375c76fcea Include non-iid in default issue checks (#723) 
* flag no more than one example having non-iid issue

* feat(datalab): ✨ add non-iid to default issue checks
 2023-05-19 20:30:01 +00:00
Jonas Mueller 6e59db3d15 bump version past v2.4 (#721) 2023-05-16 16:31:18 -07:00
Jonas Mueller 832a544efe update readme for datalab release (#713) 2023-05-12 16:10:10 -07:00
Hui Wen 70d70f2a41 multilabel docs formatting fixes (#717) 2023-05-12 12:51:59 -07:00
Jonas Mueller 4198e0af33 headers for multilabel_classification modules docs (#716) 2023-05-12 12:51:28 -07:00
Jonas Mueller 87d9b73fe7 Clarify when datalab quality score is / isnt comparable (#710) 
* clarify where quality is / isnt comparable

* clarify comparability of quality scores in docstrings

* tell user not to be worried if they dont understand info

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Co-authored-by: Elías Snorrason <eliassno@gmail.com>
 2023-05-11 15:34:34 +00:00
Elías Snorrason 7400051a95 Fix unbound knn variable in NonIIDIssueManager (#709) 2023-05-10 21:38:47 -07:00
Elías Snorrason fcc9417a3d Simplify reporting for outlier issues (#705) 2023-05-10 01:49:17 +00:00
Elías Snorrason c41c837e43 Set non iid num issues with an extra rule (#707) 
* feat(datalab): 👔 count number of non-iid issues differently

* fix broken seeding test

* add significance threshold as a parameter

* docs(datalab): 📝 add docs on significance_threshold argument for non-iid issue manager

* test(datalab): ✅ add more end-to-end tests for non-iid issue checks with Datalab

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Co-authored-by: Jonas Mueller <1390638+jwmueller@users.noreply.github.com>
 2023-05-10 01:33:25 +00:00
Sanjana cf5d2a02eb Added installation instructions for package extras (#697) 
Co-authored-by: Elías Snorrason <eliassno@gmail.com>
Co-authored-by: huiwengoh <45724323+huiwengoh@users.noreply.github.com>
 2023-05-09 15:19:24 -04:00
Elías Snorrason be1bd6903d Seed noniid permutation tests (#694) 2023-05-08 22:50:11 -07:00
DerWeh 79cc3eb601 DOC: use default rules for shorter, more readable links (#700) 
Co-authored-by: Hui Wen <45724323+huiwengoh@users.noreply.github.com>
 2023-05-04 23:51:38 -04:00
Elías Snorrason 5ee2eb8be9 Drop summary scores from Datalab.report() (#699) 
Co-authored-by: Hui Wen <45724323+huiwengoh@users.noreply.github.com>
 2023-05-04 22:15:41 -04:00
Yiran Shi 036dcf3f95 Add testable example codeblock to functions in the dataset module (#668) 
Co-authored-by: Jonas Mueller <1390638+jwmueller@users.noreply.github.com>
Co-authored-by: Elías Snorrason <eliassno@gmail.com>
 2023-05-03 01:28:19 +00:00
Jonas Mueller a95a447010 Update tests for custom issue manager example (#692) 
* issuemanager.get_summary->make_summary

* test(datalab): ♻️ move tests for issue managers into their respective test modules

* test(datalab): ✅ add tests for custom issue manager
- Validate scores provided to IssueManager.make_summary
- Move fixture for custom issue manager to conftest.py
- Test make_summary on a "custom" IssueManager

* test(datalab): add __init__.py for discoverability of issue manager tests

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Co-authored-by: Elías Snorrason <eliassno@gmail.com>
 2023-05-03 00:40:27 +00:00