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
761318f8c8
shorten duplicates notebook cells
2024-04-15 20:44:08 -07:00
f2257b27e6
duplicates section
2024-04-15 20:38:37 -07:00
9ebe4fcf5a
better motivate the merged data checks
2024-04-15 18:04:22 -07:00
a1431290ad
more clarification on the main steps of the tutorial
2024-04-15 17:34:09 -07:00
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
d2419ea67f
Fixed headings throughout notebook to be more similar to other tutorials and adjusted intro section as well
2024-04-09 17:29:53 -04:00
36ad7d13b8
Merge branch 'master' into add-train-test-clos-tutorial
2024-04-09 16:51:25 -04:00
ebc6987d73
shorten sidebar naming to fit to one-line
2024-04-09 00:10:30 -07:00
3f4108e6a1
wording
2024-04-08 16:26:33 -07:00
447002bd9e
dont need sklearn because its already dependency of cleanlab
2024-04-08 16:24:09 -07:00
068b8cc61d
top part of tutorial
2024-04-08 16:23:00 -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
aaaedf2602
Fixed tabular datalab tutorial in index
2024-04-04 15:12:06 -05:00
e22ffd8143
Re-added tabular datalab tutorial
2024-04-04 14:41:12 -05:00
47f9976a33
Fixed index at docs/source level
2024-04-04 12:36:00 -05:00
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
ffe9b33774
Fixed markdown wording
2024-04-03 20:48:03 -05:00
3164e94ee1
Modified index files to put clos train test tutorial in general sidebar before DCAI workflow tutorial, and renamed it to improving_ml_performance, also removed datalab tabular tutorial since this tutorial is replacing that one
2024-04-03 20:30:01 -05:00
797b762653
Added hidden tests at end of tutorial, changed intro section wording, and cleaned up some of the code, put data used into s3 bucket
2024-04-03 20:20:09 -05:00
ad94a5e6ca
Fixed hyperparameter optimization section
2024-04-03 19:42:08 -05:00
58e59f8235
Fixed some logic in hyperparameter section, still WIP
2024-04-02 23:44:13 -04:00
e82a6072cb
Added fix to test data inspection/cleaning, changed wording, cleaned up notebook and added more on hyperparameter optimization section. This section still needs to be improved.
2024-04-02 22:56:15 -04:00
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
64488565a4
Can ignore commented out code and also some code I pasted in from a previous version following the model eval on clean training + test data. Fixed section on using Datalab on training data to clean the data
2024-03-29 15:15:33 -04:00
f954aa86a9
Fixed datasets and added sections on checking for near duplicates/non iid issues and filtered training data based on exact duplicates between training and test sets
2024-03-28 16:46:42 -04:00
b5c44b716c
Added WIP new CLOS train test split tutorial notebook
2024-03-28 14:42:28 -04:00
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
Robin Chaillou