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CML

concept · part of CI/CD

CML (Continuous Machine Learning) is a tool designed to integrate machine learning workflows into CI/CD pipelines, commonly used alongside DVC (Data Version Control). It automates the training, evaluation, and deployment of ML models by leveraging existing CI/CD systems like GitHub Actions or GitLab CI. CML enables teams to track experiments, compare results, and manage model versions directly within their development workflow, ensuring reproducibility and collaboration. By bridging the gap between ML development and DevOps, CML helps maintain consistent model performance and facilitates faster iteration cycles.

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