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[Awesome List] Tools #34

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krandiash opened this issue Jul 22, 2021 · 2 comments
Open

[Awesome List] Tools #34

krandiash opened this issue Jul 22, 2021 · 2 comments
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help wanted Extra attention is needed

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@krandiash
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Catalogue data-centric tools that are related to existing area pages, e.g. tools for data programming, weak supervision, data cleaning, data privacy, robustness, evaluation, monitoring, etc.

@ljvmiranda921
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ljvmiranda921 commented Aug 4, 2021

Hi @krandiash , I catalogued a few tools and research for data centric ML in my blogpost. It might be helpful for your curation! I also had one for MLOps in case you are interested. :)

@krandiash
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Thanks a lot for the links @ljvmiranda921, your posts are both amazing! If you're interested, would really love to have you add links and resources, it would be a big help to this repository!! Feel free to poke around and add things wherever you think we're missing important context or ideas.

michael-aloys added a commit to michael-aloys/data-centric-ai that referenced this issue Aug 9, 2021
Extended list of weak supervision tools and added section on data augmentation. (issue HazyResearch#34 )
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