Continuous Machine Learning (CML): An Open-Source CI/CD library for Machine Learning
Totally, open-source, and made by the same development team that created the popular DVC (data version control) library, CML (Continous Machine Learning) library is a great tool that can be used to automate Machine learning workflows, including model training and evaluation, comparing ML experiments across your project history, and monitoring changing datasets. This brings the power of DevOps to ML or MLOps. CML is built with the objective of bringing ML projects, and MLOps practices in a way such that it should be built on top of traditional engineering tools and not as a separate stack. This could be the future of MLOps.
Jul-10-2020, 23:50:12 GMT
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