Owner
cleanlab
6 indexed repositories · View on GitHub
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cleanlab
Cleanlab's open-source library is the standard data-centric AI package for data quality and machine learning with messy, real-world data ...
Python · 11741 stars
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cleanvision
Automatically find issues in image datasets and practice data-centric computer vision.
Python · 1213 stars
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examples
Notebooks demonstrating example applications of the cleanlab library
Jupyter Notebook · 136 stars
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cleanvision-examples
Notebooks demonstrating example applications of the cleanvision library
Jupyter Notebook · 17 stars
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tlm
Score the trustworthiness of outputs from any LLM in real-time
Python · 9 stars
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airline-agent
A self-serve demo and walkthrough of the Cleanlab AI Platform
Python · 3 stars
Issues somebody may already be working on are listed last. List everything by date
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Difficulty 2/5 1-3 hours Newbie friendliness 76/100
cleanlab/cleanvision#282 ·
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Difficulty 2/5 1-3 hours Newbie friendliness 75/100
cleanlab/cleanvision#281 ·
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Difficulty 5/5 Over a week Newbie friendliness 15/100
Maintainers usually reply within 1 day
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Difficulty 2/5 1-3 hours Newbie friendliness 80/100
cleanlab/cleanvision#278 ·
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Difficulty 5/5 Over a week Newbie friendliness 38/100
Maintainers usually reply within 1 day
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Difficulty 4/5 3-5 days Newbie friendliness 45/100
Maintainers usually reply within 1 day
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Difficulty 5/5 Over a week Newbie friendliness 25/100
Maintainers usually reply within 1 day
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Difficulty 5/5 Over a week Newbie friendliness 25/100
Maintainers usually reply within 1 day
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needs triage
Difficulty 4/5 3-5 days Newbie friendliness 35/100
Maintainers usually reply within 1 day
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Difficulty 1/5 Under an hour Newbie friendliness 65/100
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Difficulty 5/5 Over a week Newbie friendliness 15/100
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Add deepseek supportMay be free again @katwinkl3 claimed this 324 days ago, and no pull request is open. Open
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Set use_logprobs=False in ReferenceCompletionTemplate if model doesnt take that paramMay be free again @kelsey-wong claimed this 317 days ago, and no pull request is open. Open
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Difficulty 4/5 3-5 days Newbie friendliness 25/100
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Difficulty 3/5 1-2 days Newbie friendliness 20/100
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Test the library with different model providersMay be free again @kelsey-wong claimed this 314 days ago, and no pull request is open. Open
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[bug] Chat completions sometimes do not follow requested templateMay be free again @kelsey-wong claimed this 330 days ago, and no pull request is open. Openbug
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Difficulty 3/5 1-2 days Newbie friendliness 25/100
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Port tutorials into new docs CIMay be free again @axl1313 claimed this 325 days ago, and no pull request is open. Open
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Set up docs/CI in repoMay be free again @axl1313 claimed this 330 days ago, and no pull request is open. Open
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Run benchmarksOpen
Difficulty 5/5 Over a week Newbie friendliness 25/100
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Difficulty 4/5 3-5 days Newbie friendliness 35/100
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Increase unit test coverageMay be free again @axl1313 claimed this 325 days ago, and no pull request is open. Open
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Difficulty 5/5 Over a week Newbie friendliness 25/100
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Difficulty 5/5 Over a week Newbie friendliness 30/100
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Documentation / UI improvements: sidebar behavior, “edit page” link & accessibility enhancementsOpen
Difficulty 5/5 Over a week Newbie friendliness 25/100
cleanlab/cleanvision#260 ·
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question
Difficulty 4/5 3-5 days Newbie friendliness 25/100
Maintainers usually reply within 1 day
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Difficulty 5/5 Over a week Newbie friendliness 25/100
cleanlab/airline-agent#27 · 1 comment ·
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Incorrect implementation for collision (`more_than_one_confident`) case in `compute_confident_joint`Open
Difficulty 2/5 1-3 hours Newbie friendliness 25/100
Maintainers usually reply within 1 day
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question
Difficulty 4/5 3-5 days Newbie friendliness 25/100
cleanlab/cleanvision#259 · 1 comment ·
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enhancement
Difficulty 5/5 Over a week Newbie friendliness 25/100
cleanlab/cleanlab#1236 · 2 comments ·
Maintainers usually reply within 1 day
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help wanted
Difficulty 5/5 Over a week Newbie friendliness 35/100
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needs triage
Difficulty 5/5 Over a week Newbie friendliness 20/100
cleanlab/cleanlab#1202 · 2 comments ·
Maintainers usually reply within 1 day
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Object Detection Label Errors Argument Shape DifficultyMay be free again @aditya1503 claimed this 330 days ago, and no pull request is open. Openquestion
cleanlab/cleanlab#1200 · 6 comments · 1 reaction · 1 assignee ·
Maintainers usually reply within 1 day
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consider cleanvision's near duplicates too in Datalab near duplicates analysisMay be free again @ssivitskii claimed this 36 days ago, and no pull request is open. Openhelp-wanted needs triage
Difficulty 5/5 Over a week Newbie friendliness 25/100
cleanlab/cleanlab#1157 · 1 comment · 1 reaction ·
Maintainers usually reply within 1 day
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table of issue types should distinguish dataset-level issues vs datapoint-level issuesMay be free again @elisno claimed this 892 days ago, and no pull request is open. Open
cleanlab/cleanlab#1133 · 1 comment · 1 assignee ·
Maintainers usually reply within 1 day
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needs triage
Difficulty 4/5 3-5 days Newbie friendliness 30/100
cleanlab/cleanlab#1092 · 1 comment · 1 reaction ·
Maintainers usually reply within 1 day
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help-wanted needs triage
Difficulty 5/5 Over a week Newbie friendliness 25/100
Maintainers usually reply within 1 day
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[new feature] capture information from training dynamicsMay be free again @giovannicozzolongo claimed this 90 days ago, and no pull request is open. Openenhancement help-wanted
Difficulty 5/5 Over a week Newbie friendliness 28/100
cleanlab/cleanlab#974 · 4 comments · 1 reaction ·
Maintainers usually reply within 1 day
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Difficulty 3/5 1-2 days Newbie friendliness 30/100
cleanlab/cleanvision#246 · 1 reaction ·
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good first issue help-wanted
Difficulty 4/5 3-5 days Newbie friendliness 35/100
cleanlab/cleanlab#923 · 2 comments · 2 reactions ·
Maintainers usually reply within 1 day
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good first issue help-wanted
Difficulty 4/5 3-5 days Newbie friendliness 35/100
Maintainers usually reply within 1 day
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Difficulty 4/5 3-5 days Newbie friendliness 25/100
cleanlab/cleanvision#241 · 1 comment ·
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Difficulty 4/5 3-5 days Newbie friendliness 30/100
cleanlab/cleanvision#239 · 1 comment ·
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question
Difficulty 3/5 1-2 days Newbie friendliness 25/100
cleanlab/cleanvision#237 · 1 comment ·
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enhancement help-wanted
Difficulty 5/5 Over a week Newbie friendliness 25/100
cleanlab/cleanlab#894 · 5 comments ·
Maintainers usually reply within 1 day
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code improvement good first issue help-wanted
Difficulty 3/5 1-2 days Newbie friendliness 38/100
cleanlab/cleanlab#889 · 1 comment · 1 reaction ·
Maintainers usually reply within 1 day
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help wanted
Difficulty 3/5 1-2 days Newbie friendliness 42/100
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loosen the docs requirementsMay be free again @nightcityblade claimed this 107 days ago, and no pull request is open. Opendependencies enhancement good first issue help-wanted
Difficulty 3/5 1-2 days Newbie friendliness 68/100
cleanlab/cleanlab#882 · 1 comment ·
Maintainers usually reply within 1 day
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enhancement help-wanted
Difficulty 4/5 3-5 days Newbie friendliness 35/100
Maintainers usually reply within 1 day
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