whylabs / whylogs   0.7.0

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. 📈

• data-constraints
• model-performance
• machine-learning
• dataset
• dataops
• mlops
• ml-pipelines
• ai-pipelines
• statistical-properties
• logging
• constraints
• python
• approximate-statistics
• calculate-statistics
• analytics
• data-pipeline
• data-quality
• data-science