文件历史

提交图

16 次代码提交

作者 SHA1 备注 提交日期
Rahul Aditya 0620487f86 updating default value of threshold for spurious correlations (#1194) 2024-08-29 17:03:46 +00:00
Jonas Mueller 894a33971f Clarify wording in the correlations report (#1195)
Co-authored-by: Elías Snorrason <eliassno@gmail.com>
2024-08-26 15:45:25 +00:00
Elías Snorrason 4b9de93bf2 Increase default threshold for spurious correlations (#1192) 2024-08-21 23:13:07 +00:00
Rahul Aditya b9796a540c Move spurious correlations dataframe to info in Datalab (#1181)
Co-authored-by: Elías Snorrason <eliassno@gmail.com>
2024-08-21 00:34:24 +00:00
Rahul Aditya 774f5b4625 Run spurious correlation check for images by default in Datalab (#1171)
Co-authored-by: Elías Snorrason <eliassno@gmail.com>
2024-07-30 16:27:22 +00:00
Elías Snorrason 16c5866a8b Add Task enum for specifying machine learning task within Datalab (#971) 2024-02-08 15:35:38 -07:00
Elías Snorrason 387ffa3504 Add a show_all_issues  optional argument to Datalab.report() (#970)
Co-authored-by: Sanjana <sanjanag@users.noreply.github.com>
2024-02-07 14:52:00 -07:00
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

---------

Co-authored-by: Elías Snorrason <eliassno@gmail.com>
2023-11-20 20:28:53 +00:00
Sanjana Garg 2082b993b8 Overwrite threshold only for low information 2023-09-01 09:46:11 -04:00
Sanjana Garg a26f8d4861 Added suggested change in review 2023-08-31 09:37:51 -04:00
Sanjana 8b2b4925e1 Update cleanlab/datalab/internal/adapter/imagelab.py
Co-authored-by: Elías Snorrason <eliassno@gmail.com>
2023-08-31 14:32:47 +01:00
Sanjana f4dcef6a61 Update cleanlab/datalab/internal/adapter/imagelab.py
Co-authored-by: Elías Snorrason <eliassno@gmail.com>
2023-08-31 14:32:36 +01:00
Sanjana Garg 9a655a9e20 Merge branch 'image-tutorial' of https://github.com/sanjanag/cleanlab into image-tutorial 2023-08-30 19:15:22 -04:00
Sanjana Garg 1ed9989685 Added code for filtering out cleanvision issues present in more than 10% of the dataset and changed threshold for low_information issue 2023-08-30 20:48:58 +01:00
Sanjana Garg ee1279cff0 Added code for filtering out cleanvision issues present in more than 10% of the dataset and changed threshold for low_information issue 2023-08-30 15:32:02 -04:00
Elías Snorrason b0fb8e5f77 Move Datalab internals to dedicated internal module (#783) 2023-07-28 16:18:51 +00:00