cleanlab
Automatically find errors in ML datasets
cleanlab launched on April 21, 2022 with 3 votes, #1,431 of 2,974 launches that month. The site was still online in September 2026, 4 years on.
What it does
cleanlab is an open-source framework for machine learning and analytics with messy, real-world data. Based on research from MIT, cleanlab identifies errors in datasets, trains reliable models with noisy data, and more... each with just a few lines of code.
Cleanlab's open-source library is the standard data-centric AI package for data quality and machine learning with messy, real-world data and labels. - cleanlab/cleanlab
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