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
cd5dee11d3
Update dictionary for deciding on omitting underperforming_group_check ( #1135 )
2024-06-10 22:31:43 +00:00
a043470e34
Refine handling of underperforming_group issue type ( #1099 )
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Co-authored-by: Sanjana Garg <garg.sanjana.95@gmail.com >
Co-authored-by: Elías Snorrason <eliassno@gmail.com >
2024-05-24 13:21:51 +00:00
6c7705a45b
Support features as input for data valuation check in Datalab ( #1023 )
2024-02-23 00:15:22 -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
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
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
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
4ad0b6e001
Add Class Imbalance issue type to Datalab defaults ( #912 )
2023-12-14 17:52:41 +00:00
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
dee32ad9a1
Underperforming Group Issue Type ( #838 )
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Co-authored-by: Elías Snorrason <eliassno@gmail.com >
2023-11-30 16:27:27 +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
5fbf6c0493
Add Data Valuation Issue Manager ( #850 )
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Co-authored-by: Elías Snorrason <eliassno@gmail.com >
2023-11-06 17:04:57 +01:00
ccb4a90e38
Extend non-iid issue check to run if only pred_probs are provided ( #857 )
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Co-authored-by: Elías Snorrason <eliassno@gmail.com >
2023-10-30 02:55:53 +00:00
b0fb8e5f77
Move Datalab internals to dedicated internal module ( #783 )
2023-07-28 16:18:51 +00:00
Jonas Mueller