snorkel
Discover a groundbreaking method in machine learning that emphasizes efficient data labeling and management to reduce manual labor. Originating from Stanford, this project has joined forces with tech giants like Google and Intel, contributing to over sixty peer-reviewed publications and supporting real-world applications. With Snorkel Flow, the project advances into a comprehensive AI platform, incorporating cutting-edge techniques in weak supervision, data augmentation, and multitask learning, offering researchers and practitioners a streamlined process for AI development.