Model Registry With Versioning Metadata Tracking And Deployment Lineage

via “model registration and versioning with metadata tagging”

Visual Studio Code extension for Azure Machine Learning

Unique: Integrates Azure ML's model registry into VS Code, allowing one-click model registration from training experiments with automatic version incrementing and metadata capture. Tracks lineage back to the training run that produced the model.

vs others: More integrated with Azure ML than MLflow Model Registry, but less flexible than Hugging Face Model Hub for open-source model sharing.