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whylabs/whylogs

@whylabs

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

Stars
2,831
Forks
145
Language
Jupyter Notebook
License
Apache-2.0
Last push
2 years ago
Jupyter Notebookpythonanalyticsmachine-learningloggingdatasetdata-sciencemlopsdata-qualitydataopsdata-pipelineconstraintsml-pipelinesai-pipelinesapproximate-statisticscalculate-statisticsdata-constraintsmodel-performancestatistical-properties

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