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whylabs/whylogs-java

Profile and monitor your ML data pipeline end-to-end

Scala versions: 2.12 2.11

whylogs apache-spark calculate-statistics statistics approximate-statistics data-quality java dataset statistical-properties aiops mlops spark ai-pipelines

175 7
whylabs/whylogs

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 collection, ensuring safety & robustness. 📈

Scala versions: 2.12

logging calculate-statistics approximate-statistics dataops data-quality ml-pipelines ai-pipelines data-pipeline constraints dataset python mlops model-performance data-science analytics statistical-properties machine-learning data-constraints

2373 21

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