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Matcha is an open source tool that simplifies the process of setting up machine learning infrastructure in Microsoft Azure. It enables users to track experiments, train models, and deploy and serve those models with one step. Matcha is for data scientists, machine learning engineers, and anybody who trains machine learning models. Matcha supports experiment tracking, training, and deployment, with plans to add data versioning and monitoring later. Matcha encourages users to get involved by raising issues or opening a PR.