A comprehensive guide on creating interactive ML model cards using Evidently, demonstrating how to document models with both text and visualizations for better transparency and collaboration. The tuto
rial provides step-by-step instructions for generating, customizing, and exporting model cards with metrics, plots, and essential documentation.
Reasons to Read -- Learn:
how to create professional ML model cards that combine text documentation with interactive visualizations, helping you improve model transparency and team collaboration
how to use Evidently's pre-built metrics and plots to automatically generate comprehensive model documentation, saving significant time compared to manual documentation
practical steps for customizing model cards with specific metrics, correlation plots, and classification quality visualizations that can help stakeholders better understand model performance
publisher: Evidently AI - AI Observability and ML Monitoring Platform
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