Label Noise

cleanlab 2.0: Automatically Find Errors in ML Datasets

cleanlab 2.0 is an open-source Python framework for automatically finding and fixing errors in ML datasets — mislabeled examples, out-of-distribution samples, near-duplicates. Built on the 'confident learning' statistical framework for label noise estimation.