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Top 3 snorkel open source projects

Snorkel

A system for quickly generating training data with weak supervision

✭ 4,953

python machine-learning data-science ai data-augmentation labeling weak-supervision snorkel training-data data-slicing

snorkeling

Extracting biomedical relationships from literature with Snorkel 🏊

✭ 56

Jupyter Notebook python nlp workflow machine-learning text-mining analysis tool dataset hetnet snorkel methodology

knodle

A PyTorch-based open-source framework that provides methods for improving the weakly annotated data and allows researchers to efficiently develop and compare their own methods.

✭ 76

python machine-learning ai pytorch weak-supervision classification snorkel relation-extraction weakly-supervised-learning natural-language-procressing knodle denoising-methods

1-3 of 3 snorkel projects