version 1.0.0

What is mlops-start-sklearn?

This repo is a template for coding MLOps using Azure Machine Learning and GitHub. We use scikit-learn to train models for tabular data and deploy models for batch and real-time scoring.

💡 New Features

• code for training models using Azure ML CLI v2
• code for deploying models Azure ML CLI v2
• code for debugging models using Responsible AI Toolbox
• CI/CD pipeline for testing code quality and security

🔨 Breaking

None

🚀 Efficiency Improvement

None

🐛 Bug Fixes

None

📖 Documentation

• Readme
• Quickstart
• Coding Guideline

🧰 Maintenance

None

Contributors

@konabuta @hogaku @shohei1029 @ShuntaIto @notanaha @ytatew