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whylabs/whylogs

whylogs

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

Builder

whylabs

whylabs

whylabs β€’ individual

Stars

2,808

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Forks

135

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Open Issues

0

Activity Score

0/100

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Created

Aug 14, 2020

Project creation date

README Summary

WhyLogs is an open-source data logging library designed for machine learning models and data pipelines that provides comprehensive visibility into data quality and model performance over time. The library supports privacy-preserving data collection methods to ensure safety and robustness in production environments. It enables teams to monitor, track, and analyze their ML systems without compromising sensitive data.

AI Dev Skills

Unmapped

ML ObservabilityData Quality MonitoringModel Performance TrackingData Drift DetectionPrivacy-Preserving AnalyticsStatistical Data ProfilingMLOpsProduction ML Monitoring

Tags

ML ObservabilityData Quality MonitoringModel Performance TrackingData Drift DetectionPrivacy-Preserving AnalyticsStatistical Data ProfilingMLOpsProduction ML MonitoringOn-premiseModel Drift DetectionPrivacy-Preserving MLPrivacy-Preserving Machine LearningTextData Quality AssessmentData Pipeline ObservabilityML Model Performance MonitoringAI SafetyMultimodalSelf-hostedEdge/MobileMLOps EngineeringAI ObservabilityPrivacy-Preserving Data LoggingML Pipeline ObservabilityProduction ML System MonitoringResponsible AITabularImageCloud APIJupyter Notebook

Taxonomy

Recent Activity

Updated 1 years ago

7 Days

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30 Days

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90 Days

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Quality

production
Quality
high
Maturity
production

Categories

Multimodal AIPrimaryMLOps & InfrastructureEdge & Mobile AIOther AI / MLObservability & MonitoringML Platform & InfrastructureSafety & AlignmentData Science & AnalyticsFoundation Models

PM Skills

Scale & ReliabilityDeveloper Platform

Languages

Jupyter Notebook100.0%

Timeline

Project created
Aug 14, 2020
Forked
Mar 22, 2026
Your last push
1 years ago
Upstream last push
1 years ago
Tracked since
Jan 10, 2025

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