[P] Programmatic: Powerful Weak Labeling

This page summarizes the projects mentioned and recommended in the original post on /r/MachineLearning

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  • skweak

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

  • Code for https://arxiv.org/abs/2104.09683 found: https://github.com/NorskRegnesentral/skweak

  • snorkel

    Discontinued A system for quickly generating training data with weak supervision [Moved to: https://github.com/snorkel-team/snorkel] (by HazyResearch)

  • Code for https://arxiv.org/abs/1605.07723 found: https://github.com/HazyResearch/snorkel

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

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