whylabs/whylogs
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. 📈
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whylabs
whylabs • individual
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2,818
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141
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Created
Aug 14, 2020
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README Summary
<img src="https://static.scarf.sh/a.png?x-pxid=bc3c57b0-9a65-49fe-b8ea-f711c4d35b82" /><p align="center"> <img src="https://i.imgur.com/nv33goV.png" width="35%"/> </br>
Community Evaluation
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Data Drift DetectionData Quality MonitoringML ObservabilityMLOpsModel Performance TrackingPrivacy-Preserving AnalyticsProduction ML MonitoringStatistical Data Profiling
Tags
Data Drift DetectionData Quality MonitoringML ObservabilityMLOpsModel Performance TrackingPrivacy-Preserving AnalyticsProduction ML MonitoringStatistical Data ProfilingAirflowAWSData EngineeringData ScienceDocument ProcessingEmbeddingsForkedJupyterMachine LearningMLflowOpen SourcePandasPythonReal-Time / StreamingSparkStatisticsTutorial
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Recent Activity
Updated 1 years ago
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Quality
production- Quality
- high
- Maturity
- production
Categories
RAG & RetrievalPrimaryObservability & MonitoringInference & ServingML Platform & InfrastructureData Science & AnalyticsOther AI / MLMLOps & InfrastructureCloud & PlatformsLearning Resources
PM Skills
Data & EvaluationProduct DiscoveryScale & Reliability
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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