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10 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
Maximilian Joas f7a29560ec Add issue manager for detecting identifier columns in features (#1120)
Co-authored-by: Ganesh Tata <tataganesh95@gmail.com>
Co-authored-by: Elías Snorrason <eliassno@gmail.com>
2024-10-23 14:54:18 +00:00
Elías Snorrason 51a7d218e2 Fix error handling in get_issues method with empty issue dataframes (#1025) 2024-02-24 02:06:30 +00:00
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
Elías Snorrason 9ecfea1316 switch rarest class column to given label column (#940)
follow-up to #933
2024-01-03 10:00:56 +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
Gibson Han e90dea60c7 702 - Shorten Refs of classes and functions (#831)
Co-authored-by: Elías Snorrason <eliassno@gmail.com>
Co-authored-by: tataganesh <tataganesh95@gmail.com>
2023-12-07 13:37:16 +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