GitLab CI and Distributed Builds
How machine learning ops works with GitLab and continuous machine learning

How machine learning ops works with GitLab and continuous machine learning

12/1/2020 · Dr. Elle O'Brien

What this post added

Introduces CML (Continuous Machine Learning) to adapt CI systems for ML use cases, enabling automatic model training, testing, and rich reporting within merge requests. Details how to integrate CML with GitLab CI for basic reporting of model metrics and confusion matrices, and further integrates with DVC for data version control, allowing for the visualization of metric differences and loss function plots.

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