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14 次代码提交

作者 SHA1 备注 提交日期
Jonas Mueller 0167accd0a license (#1263)
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
Elías Snorrason 6c7705a45b Support features as input for data valuation check in Datalab (#1023) 2024-02-23 00:15:22 -08:00
Elías Snorrason 22287faa25 Registry docstring updates (#1007) 2024-02-12 20:15:48 -08:00
Elías Snorrason b640fb5b8f Add underperforming_group issue type among the Datalab defaults (#990)
Closes #910
2024-02-12 08:27:14 -08:00
Elías Snorrason 16c5866a8b Add Task enum for specifying machine learning task within Datalab (#971) 2024-02-08 15:35:38 -07:00
Elías Snorrason 5540959173 Add existing issue managers to more tasks (#979)
Co-authored-by: Sanjana <sanjanag@users.noreply.github.com>
2024-02-07 22:05:21 -07:00
Ganesh Tata 51de77768d Multilabel Issue Manager for Classification (#929)
* 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
Ganesh Tata 5e078339a7 Make Null Issue Manager User-Facing (#927)
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
Ganesh Tata 4ad0b6e001 Add Class Imbalance issue type to Datalab defaults (#912) 2023-12-14 17:52:41 +00:00
Ganesh Tata dee32ad9a1 Underperforming Group Issue Type (#838)
Co-authored-by: Elías Snorrason <eliassno@gmail.com>
2023-11-30 16:27:27 +00:00
OrdoAbChao a6d1319327 Introduce regression support to Datalab (#796)
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
ChG 5fbf6c0493 Add Data Valuation Issue Manager (#850)
Co-authored-by: Elías Snorrason <eliassno@gmail.com>
2023-11-06 17:04:57 +01:00
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