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Snorkel

Appears in 6 awesome lists

System for quickly generating training data with weak supervision. Programmatically label, build, and manage training data using labeling functions and probabilistic consensus models. Powers Snorkel Flow and used by Google, Apple, and Intel. Apache 2.0 licensed.

Open github.comsnorkel-team/snorkel

Found in these lists

Awesome Ai For Science

Section: Data Labeling & Annotation · Programmatic data labeling and weak supervision

FreshScore 86

Awesome MLOps

Section: Data Enrichment · A system for quickly generating training data with weak supervision.

FreshScore 80

Awesome Open Source AI

Section: 1. Core Frameworks & Libraries · System for quickly generating training data with weak supervision. Programmatically label, build, and manage training data using labeling functions and probabilistic consensus models. Powers Snorkel Flow and used by Google, Apple, and Intel. Apache 2.0 licensed.

FreshScore 89

awesome-python

Section: Machine Learning Frameworks · A system for quickly generating training data with weak supervision

FreshScore 81

Awesome Python Data Science

Section: Data-centric AI · A system for quickly generating training data with weak supervision.

ActiveScore 71

Best Of Python

Section: snorkel (22 · 6K) - A system for quickly generating training data with weak supervision. Apache-2 · (👨‍💻 81 · 🔀 850 · 📦 680):

FreshScore 88

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