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HazyResearch / data-centric-ai

Resources for Data Centric AI
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[Awesome List] Tools #34

Open krandiash opened 3 years ago

krandiash commented 3 years ago

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 commented 3 years ago

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 commented 3 years ago

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.