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Weakly Supervised Learning Python Packages

Python packages with the GitHub topic weakly-supervised-learning. Sorted by relevance, with stars and monthly downloads.
recognai
rubrix

Argilla is a collaboration tool for AI engineers and domain experts to build high-quality datasets

11K 5K 486
argilla-io
argilla-server

Open-source tool for exploring, labeling, and monitoring data for NLP projects.

2K 5K 485
doccano
spacy-partial-tagger

A simple library for training named entity recognition model from partially annotated data

1K 24 2
biquality-learn
biquality-learn

A Python Library for Biquality Learning

291 16 1
argilla-io
argilla-v1

Open-source tool for exploring, labeling, and monitoring data for NLP projects.

284 5K 485
JieyuZ2
ws-benchmark

a benchmark for weak supervision

222 227 34
knodle
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.

221 108 15
wurenzhi
hyperlm

A hyper label model to aggregate multiple weak labels in a single forward pass

221 9 4
CAMMA-public
t50metrics

A transformer-inspired neural network for surgical action triplet recognition from laparoscopic videos.

118 34 11
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