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
e61c9bd963
Add workflow for automated releases to PyPI ( #1036 )
2024-03-06 07:35:03 +00:00
90ac796213
Transform regression label quality scores ( #1032 )
2024-03-05 17:15:21 +00:00
85823cad3e
Validate cleanvision issue types correctly in Datalab.get_issues ( #1028 )
2024-02-26 11:09:47 +00:00
51a7d218e2
Fix error handling in get_issues method with empty issue dataframes ( #1025 )
2024-02-24 02:06:30 +00:00
6c7705a45b
Support features as input for data valuation check in Datalab ( #1023 )
2024-02-23 00:15:22 -08:00
01ef893a74
bump version past latest 2.6.0 release ( #1022 )
2024-02-21 14:45:39 +00:00
2c11d02938
bump version ( #1016 )
2024-02-16 06:08:39 +00:00
d77625671d
Various docs updates ( #1015 )
2024-02-16 05:59:36 +00:00
f7d6934fff
Update tqdm import in filter.py and summary.py ( #1012 )
2024-02-15 18:26:11 +00:00
2756d483ab
clarifications to datalab documentation ( #1010 )
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Co-authored-by: Elías Snorrason <eliassno@gmail.com >
2024-02-14 19:17:03 +00:00
79b16e68d1
Single Class Span Classification Support ( #982 )
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* add single class span classification support
2024-02-14 20:17:04 +05:30
a73dcbf59b
Provide typehint in _Displayer ( #1008 )
2024-02-12 20:34:41 -08:00
22287faa25
Registry docstring updates ( #1007 )
2024-02-12 20:15:48 -08:00
e9f6fb9b6f
Refactor display logic in RepresentationStrategy and _Displayer classes ( #1006 )
2024-02-12 19:06:53 -08:00
fd0dcd2c97
Improve the datalab.display module ( #1005 )
2024-02-12 19:02:42 -08:00
1ed51aa35a
Fix issue summary in report.py to omit undetected issue types ( #1003 )
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Co-authored-by: Jonas Mueller <1390638+jwmueller@users.noreply.github.com >
2024-02-12 16:53:10 -08:00
5408abe9bf
Class Imbalance issue checker should not run if labels are not provided in Datalab ( #1000 )
2024-02-12 16:10:09 -08:00
d3aba50c4e
Multilabel class order ( #997 )
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Co-authored-by: Jonas Mueller <1390638+jwmueller@users.noreply.github.com >
2024-02-12 16:09:08 -08:00
b25d54f380
Make features optional in Underperforming Group issue check( #999 )
2024-02-12 15:46:33 -08:00
b640fb5b8f
Add underperforming_group issue type among the Datalab defaults ( #990 )
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Closes #910
2024-02-12 08:27:14 -08:00
16c5866a8b
Add Task enum for specifying machine learning task within Datalab ( #971 )
2024-02-08 15:35:38 -07:00
5540959173
Add existing issue managers to more tasks ( #979 )
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Co-authored-by: Sanjana <sanjanag@users.noreply.github.com >
2024-02-07 22:05:21 -07:00
387ffa3504
Add a show_all_issues optional argument to Datalab.report() ( #970 )
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Co-authored-by: Sanjana <sanjanag@users.noreply.github.com >
2024-02-07 14:52:00 -07:00
070b6e5b42
Fix dev dependencies (pytest and black formatter) ( #975 )
2024-02-01 17:42:56 +00:00
22dd845c48
add bbox area computation ( #968 )
2024-01-25 20:21:06 -08:00
0d30452da5
Add docstring clarification to Object Detection bbox shapes ( #954 )
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Co-authored-by: Aditya Thyagarajan <aditya1593@icloud.com >
2024-01-24 09:33:23 -08:00
51de77768d
Multilabel Issue Manager for Classification ( #929 )
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* 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
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Co-authored-by: Elías Snorrason <eliassno@gmail.com >
2024-01-24 00:14:04 +00:00
89866d53b4
make data valuation issue manager user facing ( #925 )
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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
15bec56103
Rescale ood scores in outlier package ( #953 )
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Co-authored-by: Ulyana <ulya.tkach@gmail.com >
2024-01-17 17:42:23 +00:00
ae085b45b5
ensure near-predicted labels are not flagged as label issue ( #950 )
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* ensure near-predicted labels are not flagged as label issue
2024-01-10 11:39:28 +05:30
3526e4e8db
Clarify knn_graph data ordering/formatting when user-provided ( #878 )
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Co-authored-by: Jonas Mueller <1390638+jwmueller@users.noreply.github.com >
2024-01-08 18:23:31 -08:00
0a03742f52
Refactor batching logic in cleanlab.segmentation.filter.find_label_issues ( #918 )
2024-01-08 11:30:25 +00:00
5e078339a7
Make Null Issue Manager User-Facing ( #927 )
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Co-authored-by: Jonas Mueller <1390638+jwmueller@users.noreply.github.com >
Co-authored-by: Elías Snorrason <eliassno@gmail.com >
2024-01-05 14:15:29 +00:00
23af72a2bd
Near duplicate score transformation ( #943 )
2024-01-05 01:04:16 +00:00
9ecfea1316
switch rarest class column to given label column ( #940 )
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follow-up to #933
2024-01-03 10:00:56 +00:00
b806cba4aa
Add imbalance class label to Issues Dataframe ( #933 )
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Co-authored-by: Elías Snorrason <eliassno@gmail.com >
2024-01-03 08:35:02 +00:00
7eb9967a0b
class imbalance scores to still show rarest proportion even when is_i… ( #934 )
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Co-authored-by: Ganesh Tata <tataganesh95@gmail.com >
Co-authored-by: Elías Snorrason <eliassno@gmail.com >
2024-01-02 16:39:27 +00:00
bc10585352
Patch: epsilon for near duplicate ( #919 )
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Co-authored-by: Elías Snorrason <eliassno@gmail.com >
2023-12-21 13:03:51 +00:00
03d5c968b9
Report class metrics for object detection dataset ( #877 )
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* Add support to per-class metrics for Object detection, thanks @Steven-Yiran
2023-12-19 09:22:20 +05:30
Elías Snorrason