![]() ![]() ![]() Each is designed to address a different type of machine learning problem.įor more information, see How to select algorithms. This article applies to classic prebuilt components and not compatible with CLI v2 and SDK v2.Īzure Machine Learning has a large library of algorithms from the classification, recommender systems, clustering, anomaly detection, regression, and text analytics families. It supports sharing components across workspaces and seamless authoring across Studio, CLI v2, and SDK v2 interfaces.įor new projects, we highly suggest you use custom component, which is compatible with AzureML V2 and will keep receiving new updates. This type of component continues to be supported but will not have any new components added.Ĭustom components allow you to wrap your own code as a component. These two types of components are NOT compatible.Ĭlassic prebuilt components provide prebuilt components majorly for data processing and traditional machine learning tasks like regression and classification. Designer supports two types of components, classic prebuilt components (v1) and custom components (v2). ![]()
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