WhyLogs (EN)

Tool

Open-source library for data logging and validation in ML systems

Architecture

flowchart LR   A[Source data] --> B[WhyLogs Profiler]   B --> C[Dataset profiles]   C --> D[Anomaly detection]   C --> E[Data quality metrics]   C --> F[Data analysis]   D --> G[Alerts]   E --> G   F --> H[Dashboard/Reports]

In Context

  • Typically used with ML pipelines and data governance frameworks
  • Related to: ML Monitoring, Data Quality Assurance, Anomaly Detection
  • Example use case: Monitoring input data for recommender systems in real-time
Quelle: AI Generated