A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
This repository contains a curated list of awesome open source libraries that will help you deploy, monitor, version, scale and secure your production machine learning ๐
This 10 minute video provides an overview of the motivations for machine learning operations as well as a high level overview on some of the tools in this repo. This newer video covers the an updated 2022 version of the state of MLOps |
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Also check out the Awesome Artificial Intelligence Guidelines List, where we aim to map the landscape of "Frameworks", "Codes of Ethics", "Guidelines", "Regulations", etc related to Artificial Intelligence. |
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is an open-source platform to efficiently run AI workloads on Kubernetes, increasing GPU utilization and reducing infrastructure and operational costs.kedro-viz
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