0167accd0a
license ( #1263 )
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change license to Apache 2.0
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Co-authored-by: Anish Athalye <me@anishathalye.com >
2025-12-15 16:56:30 -08:00
b9796a540c
Move spurious correlations dataframe to info in Datalab ( #1181 )
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Co-authored-by: Elías Snorrason <eliassno@gmail.com >
2024-08-21 00:34:24 +00:00
774f5b4625
Run spurious correlation check for images by default in Datalab ( #1171 )
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Co-authored-by: Elías Snorrason <eliassno@gmail.com >
2024-07-30 16:27:22 +00:00
d3fd6280f4
Add functionality for finding spurious correlations for image( #1140 )
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Co-authored-by: Pratham Savaliya <no-reply>
Co-authored-by: Elías Snorrason <eliassno@gmail.com >
2024-06-27 15:34:59 +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
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
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
22287faa25
Registry docstring updates ( #1007 )
2024-02-12 20:15:48 -08:00
fd0dcd2c97
Improve the datalab.display module ( #1005 )
2024-02-12 19:02:42 -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
16c5866a8b
Add Task enum for specifying machine learning task within Datalab ( #971 )
2024-02-08 15:35:38 -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
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
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
2e3608a2d8
Predictions for regression in Datalab ( #902 )
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Co-authored-by: Hui Wen <45724323+huiwengoh@users.noreply.github.com >
Co-authored-by: Jonas Mueller <1390638+jwmueller@users.noreply.github.com >
2023-12-07 04:26:16 +00:00
a6d1319327
Introduce regression support to Datalab ( #796 )
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Preleminary work to ensure that default task (classification) will work smoothly.
Minimal implementation of label issue manager for regression
- issue_finder.py list_possible_issue_types, list_default_issue_types no longer a static methods as they depend on task and modification of get_available_issue_types for regression
* DataIssues with strategy pattern
- moving list_possible_issue_types and list_default_issue_types from the IssueFinder class to cleanlab/datalab/internal/issue_manager_factory.py
* make different strategies for getting available issue types
add test class for the IssueFinder when the task is regression
* apply black formatter
* avoid mapping labels column for regression in Datalab
* Pass in features to LabelIssueManager for regression
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Co-authored-by: Elías Snorrason <eliassno@gmail.com >
2023-11-20 20:28:53 +00:00
b0fb8e5f77
Move Datalab internals to dedicated internal module ( #783 )
2023-07-28 16:18:51 +00:00
944c61379d
Cleanvision Integration ( #679 )
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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
43e24ba3f6
Make labels optional in Datalab ( #730 )
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* feat(datalab): ✨ make labels optional
* test(datalab): ✅ fix test case for comparing empty list/array
2023-06-05 16:04:13 +00:00
87d9b73fe7
Clarify when datalab quality score is / isnt comparable ( #710 )
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* 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
5ee2eb8be9
Drop summary scores from Datalab.report() ( #699 )
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Co-authored-by: Hui Wen <45724323+huiwengoh@users.noreply.github.com >
2023-05-04 22:15:41 -04:00
f8b11d37b6
refactor(datalab): ♻️ rename get_summary -> get_issue_summary ( #691 )
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This only pertains to Datalab/DataIssues. IssueManager has a different method with the get_summary name that is used in a different way.
2023-05-02 19:15:31 +00:00
2d00c91f40
Update numpy.typing import and annotations ( #688 )
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* refactor: ♻️ move numpy.typing under TYPE_CHECKING and add future annotations
2023-05-01 16:58:48 +00:00
ff3bdd1e48
Add a less restrictive Reporter.report() method for Datalab ( #680 )
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Add a new method `Reporter.report()` with fewer restrictions. The existing `get_report()` method is a pure function that returns a string as output. The new `report()` method can have side-effects, such as printing the report.
2023-04-27 18:23:01 +00:00
6353e5473d
Improve Datalab docstrings and fix "See also" block ( #678 )
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docs(datalab): 🎨 fix indentation in docstring
docs(datalab): 📝 fix see-also block
docs(datalab): 📝 Set path of info return variable to DataIssues.get_info
Autodoc automatically links "info" to "`info <Datalab.info>`, which is not the expected output.
2023-04-25 22:31:41 +00:00
64edc95630
Introduce Datalab ( #614 )
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Co-authored-by: Jonas Mueller <1390638+jwmueller@users.noreply.github.com >
Co-authored-by: Jesse Cummings <jecummin@mit.edu >
Co-authored-by: Jesse Cummings <jecummin@users.noreply.github.com >
Co-authored-by: Hui Wen <45724323+huiwengoh@users.noreply.github.com >
2023-04-25 09:26:43 -07:00
Jonas Mueller