文件历史

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9 次代码提交

作者 SHA1 备注 提交日期
Martin Zornoza Auñon a043470e34 Refine handling of underperforming_group issue type (#1099)
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
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 4ad0b6e001 Add Class Imbalance issue type to Datalab defaults (#912) 2023-12-14 17:52:41 +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
Elías Snorrason b0fb8e5f77 Move Datalab internals to dedicated internal module (#783) 2023-07-28 16:18:51 +00:00
Sanjana 944c61379d Cleanvision Integration (#679)
Co-authored-by: Jonas Mueller <1390638+jwmueller@users.noreply.github.com>
Co-authored-by: Elías Snorrason <eliassno@gmail.com>
2023-07-25 15:51:53 +00:00
Elías Snorrason 64edc95630 Introduce Datalab (#614)
Co-authored-by: Jonas Mueller <1390638+jwmueller@users.noreply.github.com>
Co-authored-by: Jesse Cummings <jecummin@mit.edu>
Co-authored-by: Jesse Cummings <jecummin@users.noreply.github.com>
Co-authored-by: Hui Wen <45724323+huiwengoh@users.noreply.github.com>
2023-04-25 09:26:43 -07:00