snorkel VS cleanlab

Compare snorkel vs cleanlab and see what are their differences.

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Nutrient - The #1 PDF SDK Library
Bad PDFs = bad UX. Slow load times, broken annotations, clunky UX frustrates users. Nutrient’s PDF SDKs gives seamless document experiences, fast rendering, annotations, real-time collaboration, 100+ features. Used by 10K+ devs, serving ~half a billion users worldwide. Explore the SDK for free.
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snorkel cleanlab
6 70
5,828 10,169
0.0% 3.2%
5.2 9.0
10 months ago 11 days ago
Python Python
Apache License 2.0 GNU Affero General Public License v3.0
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

snorkel

Posts with mentions or reviews of snorkel. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-03-03.

cleanlab

Posts with mentions or reviews of cleanlab. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-07-27.

What are some alternatives?

When comparing snorkel and cleanlab you can also consider the following projects:

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

labelflow - The open platform for image labelling

skweak - skweak: A software toolkit for weak supervision applied to NLP tasks

weasel - Weakly Supervised End-to-End Learning (NeurIPS 2021)

label-studio - Label Studio is a multi-type data labeling and annotation tool with standardized output format

spaCy - 💫 Industrial-strength Natural Language Processing (NLP) in Python

refinery - The data scientist's open-source choice to scale, assess and maintain natural language data. Treat training data like a software artifact.

BotLibre - An open platform for artificial intelligence, chat bots, virtual agents, social media automation, and live chat automation.

alibi-detect - Algorithms for outlier, adversarial and drift detection

snorkel-tutorials - A collection of tutorials for Snorkel

SSL4MIS - Semi Supervised Learning for Medical Image Segmentation, a collection of literature reviews and code implementations.

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Revolutionize your code reviews with AI. CodeRabbit offers PR summaries, code walkthroughs, 1-click suggestions, and AST-based analysis. Boost productivity and code quality across all major languages with each PR.
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Nutrient - The #1 PDF SDK Library
Bad PDFs = bad UX. Slow load times, broken annotations, clunky UX frustrates users. Nutrient’s PDF SDKs gives seamless document experiences, fast rendering, annotations, real-time collaboration, 100+ features. Used by 10K+ devs, serving ~half a billion users worldwide. Explore the SDK for free.
nutrient.io
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