snorkel-team/snorkel
View on GitHub ↗ ★ 6,026 Python
A system for quickly generating training data with weak supervision
11 mentions on Hacker News by 10 people: 3 stories, 8 comments · first 2016-09-29 · latest 2024-08-15
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…enough to share with people on here. [1] https://www.robots.ox.ac.uk/~vgg/research/bsl1k/ [2] https://github.com/snorkel-team/snorkel
comment by matroid · 2024-08-15 · in Harnessing Weak Supervision to Isolate Sign Language in Crowded News Videos -
…it - https://arxiv.org/abs/1711.10160 Snorkel itself has been a open source package for a while - https://github.com/snorkel-team/snorkel This new announcement is about Snorkel Flow
comment by manojlds · 2020-07-16 · in Snorkel AI: Putting Data First in ML Development -
Does anyone use Snorkel ( https://github.com/snorkel-team/snorkel )? From what I can tell, it seems like a research product. Not sure if any company uses them in a production environment.
comment by ipsum2 · 2020-07-16 · in Snorkel AI: Putting Data First in ML Development -
They totally ignored the open source package in their site. https://github.com/snorkel-team/snorkel Moreover, based on the commit history in github, and their README.md , my understanding is that they will stop supporting their open source…
comment by mactournier · 2020-07-16 · in Snorkel AI: Putting Data First in ML Development -
…weak supervision, heuristic labeling functions, uncertainty sampling, relation extraction): https://github.com/snorkel-team/snorkel - AllenNLP (many pretrained NLP research models for tasks beyond text classification, model training and…
comment by jointpdf · 2020-07-07 · in Classifying 200k articles in 7 hours using NLP -
…been released, which seems to be solving the dataset-melding problem too: https://www.snorkel.org/ https://github.com/snorkel-team/snorkel
comment by ivan_ah · 2019-08-19 · in Robust learning from untrusted sources -
The software is released at https://github.com/HazyResearch/snorkel/
comment by pmontra · 2019-03-15 · in Snorkel: Rapid Training Data Creation with Weak Supervision -
…way, which is then fed through a neural network to produce high quality labels is really smart. [1] https://github.com/HazyResearch/snorkel
comment by hacker_9 · 2017-12-20 · in DAWN: Tools for AI and Data Product Development