encord-team / encord-active Star 460 Code Issues Pull requests Discussions The toolkit to test, validate, and evaluate your models and surface, curate, and prioritize the most valuable data for labeling.pythondata-sciencedatamachine-learningcomputer-visiondeep-learningdata-validationannotationsmlobject-detectiondata-cleaningactive-learningdata-qualitydata-centricmlopsnoisy-labelsmodel-qualitylabel-errorslabel-quality Updated May 23, 2025Python
cleanlab / label-errors Star 189 Code Issues Pull requests Discussions 🛠️ Corrected Test Sets for ImageNet, MNIST, CIFAR, Caltech-256, QuickDraw, IMDB, Amazon Reviews, 20News, and AudioSetbenchmarkingmachine-learningdatasetslabel-errors Updated Dec 16, 2025
autonlab / aqua Star 24 Code Issues Pull requests Discussions AQuA: A Benchmarking Tool for Label Quality Assessment, NeurIPS'23 D&Bdata-sciencemachine-learningdata-cleaningrobust-machine-learninglabel-errorsdata-centric-ai Updated Oct 17, 2023Jupyter Notebook
ananya2712 / label_cleaner Star 0 Code Issues Pull requests Analysis of label prop errors in ML pipelines and their impact on accuracy+demographic parityinterpretabilityexplainable-mlresponsible-aiml-pipelinesdatascopelabel-errors Updated Jul 21, 2026Python