whylabs/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. 📈
Category: util
Language: Jupyter Notebook
Topics: ai-pipelines, analytics, approximate-statistics, calculate-statistics, constraints, data-constraints, data-pipeline, data-quality, data-science, dataops, dataset, logging, machine-learning, ml-pipelines, mlops, model-performance, statistical-properties
Homepage: https://whylogs.readthedocs.io/