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cleanlab
The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.
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Scout Monitoring
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If you'd like to learn more, you can check out the blogpost, research paper, code, and tutorial to run this on your data.
NOTE:
The number of mentions on this list indicates mentions on common posts plus user suggested alternatives.
Hence, a higher number means a more popular project.
Related posts
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Detecting Errors in Numerical Data via Any Regression Model
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cleanlab v2.5 now supports all major ML tasks (adds regression, object detection, and image segmentation)
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Enhancing Product Analytics and E-commerce Business
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Databricks users can now automatically correct data and improve ML models
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[R] Automated Checks for Violations of Independent and Identically Distributed (IID) Assumption