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9 次代码提交

作者 SHA1 备注 提交日期
Elías Snorrason 7c390f9ac9 Handle new Column types from datasets 4.0.0+ in Datalab (#1267)
* compatibility with Column types in label validation introduced in datasets 4.0.0+

* remove upper bound for datasets dependency pin allow
2025-12-17 16:44:26 +00:00
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
ChG a0f24add61 Use existing Datalab to audit additional new data (#1049)
Co-authored-by: Elías Snorrason <eliassno@gmail.com>
2024-04-06 02:51:59 +00:00
Elías Snorrason d3aba50c4e Multilabel class order (#997)
Co-authored-by: Jonas Mueller <1390638+jwmueller@users.noreply.github.com>
2024-02-12 16:09:08 -08:00
Elías Snorrason 16c5866a8b Add Task enum for specifying machine learning task within Datalab (#971) 2024-02-08 15:35:38 -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 b806cba4aa Add imbalance class label to Issues Dataframe (#933)
Co-authored-by: Elías Snorrason <eliassno@gmail.com>
2024-01-03 08:35:02 +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
Elías Snorrason b0fb8e5f77 Move Datalab internals to dedicated internal module (#783) 2023-07-28 16:18:51 +00:00