Shell kubeflow Projects
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deployKF
deployKF builds machine learning platforms on Kubernetes. We combine the best of Kubeflow, Airflow†, and MLflow† into a complete platform.
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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
Project mention: We are excited to announce the release of deployKF! It's an open-source project that makes it actually easy to deploy and maintain Kubeflow (and more) on Kubernetes. | /r/Kubeflow | 2023-08-12
Kubeflow is an ML platform like Sagemaker or Databricks that you can self-host in a Kubernetes cluster.
Installing/deploying it is as complicated as it sounds, but we've put together an infrastructure project that lets you '1-click' install it even in tiny environments.
The GH repo (also linked in blog) allows you to start Kubeflow in a codespace or small device using a docker container -- this is both good for trying it out and developing it into your own internal ML platform.
https://github.com/treebeardtech/kubeflow-helm
Index
| Project | Stars | |
|---|---|---|
| 1 | deployKF | 272 |
| 2 | kubeflow-bootstrap | 20 |
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