Weak Supervision
3 projects
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cleanlabPython
An open-source data-centric AI library for automatically detecting and fixing data quality issues in machine learning datasets.
#data-cleaning#data-centric-ai#out-of-distribution-detection
Stars11.4k
Forks887
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snorkelPython
A Python library for programmatically building and managing training data using weak supervision.
#programmatic-labeling#weak-supervision#ai
Stars6.0k
Forks855
Last commit13 days ago
Awesome Learning with Label Noise
A curated collection of academic papers, code, and resources for learning with noisy labels in machine learning.
#weak-supervision#noisy-labels#deep-learning
Stars2.7k
Forks355
Last commit11 months ago
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Community-curated · Updated weekly · 100% open source
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