ml-pipelines topic

List ml-pipelines repositories

whylogs

2.6k
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An open-source data logging library for machine learning models and data pipelines. 📚 Provides visibility into data quality & model performance over time. 🛡️ Supports privacy-preserving data collecti...

sematic

949
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55
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An open-source ML pipeline development platform

oboe

82
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16
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An AutoML pipeline selection system to quickly select a promising pipeline for a new dataset.

ml-pipeline-engineering

36
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9
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Best practices for engineering ML pipelines.

opctl

47
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15
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Free and open source automation platform

ml_observability_course

60
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18
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Free Open-source ML observability course for data scientists and ML engineers. Learn how to monitor and debug your ML models in production.

sail

18
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13
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Library for streaming data and incremental learning algorithms.

ZetaForge

44
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5
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Open source AI platform for rapid development of advanced AI and AGI pipelines.