TurboML-Inc/awesome-real-time-ml

Resources on real-time machine learning

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This is a curated collection of resources on real-time machine learning (ML), designed for anyone building or managing systems that need instant, adaptive predictions. It covers the entire workflow, from ingesting live data streams to deploying and monitoring models that learn continuously. You'll find tools, platforms, research, and best practices to help you create systems that respond immediately to new information.

No commits in the last 6 months.

Use this if you need to build or understand systems that make instant decisions or predictions based on continuously flowing, fresh data.

Not ideal if your ML applications process data in large, infrequent batches and don't require immediate responsiveness.

real-time analytics fraud detection personalization engines dynamic pricing anomaly detection
Stale 6m No Package No Dependents
Maintenance 0 / 25
Adoption 7 / 25
Maturity 16 / 25
Community 7 / 25

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Last pushed

Feb 14, 2025

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