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Top 3 learning-with-noisy-labels open source projects

The standard package for machine learning with noisy labels, finding mislabeled data, and uncertainty quantification. Works with most datasets and models.

✭ 2,526

python shell machine-learning machine-learning-algorithms unsupervised-learning semi-supervised-learning data-cleaning weak-supervision clean-data learning-with-confident-examples noisy-data data-centric confident-learning latent-estimation robust-machine-learning learning-with-noisy-labels

trove

Weakly supervised medical named entity classification

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python Jupyter Notebook text-classification ontology weak-supervision ner biomedical umls bert weakly-supervised-learning pseudo-labeling learning-with-noisy-labels umls-metathesaurus

Advances-in-Label-Noise-Learning

A curated (most recent) list of resources for Learning with Noisy Labels

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deep-neural-networks deep-learning conference paper weakly-supervised-learning robustness international-conference noisy-data label-noise robust-machine-learning noisy-labels noisy-label-learning learning-with-noisy-labels unreliable-labels robust-learning learning-with-label-noise

1-3 of 3 learning-with-noisy-labels projects