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4 次代码提交

作者 SHA1 备注 提交日期
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
Elías Snorrason 15bec56103 Rescale ood scores in outlier package (#953)
Co-authored-by: Ulyana <ulya.tkach@gmail.com>
2024-01-17 17:42:23 +00:00
Elías Snorrason 2e3608a2d8 Predictions for regression in Datalab (#902)
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
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