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Top 3 robust-machine-learning open source projects
Cleanlab
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
rs4a
Randomized Smoothing of All Shapes and Sizes (ICML 2020).
✭ 47
Jupyter Notebook
python
machine-learning
adversarial-examples
robust-machine-learning
randomized-smoothing
Advances-in-Label-Noise-Learning
A curated (most recent) list of resources for Learning with Noisy Labels
✭ 360
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
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