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| Description | MLflow is a futuristic machine learning platform that helps developers manage the entire machine learning lifecycle in an efficient manner. In addition, it also helps users to proceed with experimentation, deployment, and reproducibility of codes. Currently, MLflow offers four components to individual users. The first component is Tracking, which helps developers with logging parameters, metrics, code versions, and output files while running the machine learning code and result analytics part. The second component is Projects that include a command-line and other API tools facilitating seamless management of projects in progress. This also makes it possible for developers to bring all projects with a single workflow. The third component being Models, which can be used for packaging machine learning models, besides proceeding with deployment in diverse serving environments. Finally, Registry- a centralized model serves as a store for APIs and UI, besides helping out users to proceed with the full life cycle of an MLflow Model. Real-time integration facilities with Kubernetes, Google Cloud, and TensorFlow, enables seamless business management. Read more | Amazon Neptune is a fully-managed graph database service to build and run applications. The software offers tools to run identity, knowledge, fraud graph, and execute more than 100,000 queries per second. Deploy high performance graph applications using popular open-source APIs such as Gremlin, openCypher and SPARQL, and easily migrate existing applications. Read more |
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MLflow Custom |
Amazon Neptune Custom |
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| Company Details | Located in: San Francisco, California | Located in: Seattle, WA |
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