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whylabs/whylogs

An open-source data logging library for machine learning models and data pipelines. ๐Ÿ“š Provides visibility into data quality & model performance over time. ๐Ÿ›ก๏ธ Supports privacy-preserving data collection, ensuring safety & robustness. ๐Ÿ“ˆ

Ownerwhylabs
License (as declared)Apache-2.0
Stars2,834
Forks143
Main languageJupyter Notebook
Created14 August 2020
Last updated at source10 January 2025
jupyter notebookai-pipelinesanalyticsapproximate-statisticscalculate-statisticsconstraintsdata-constraintsdata-pipelinedata-qualitydata-sciencedataopsdatasetloggingmachine-learningml-pipelinesmlopsmodel-performancepythonstatistical-properties
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