kubeflow-bootstrap
deployKF
kubeflow-bootstrap | deployKF | |
---|---|---|
1 | 2 | |
20 | 272 | |
- | 12.5% | |
9.3 | 8.6 | |
about 1 month ago | 5 days ago | |
Shell | Shell | |
Apache License 2.0 | Apache License 2.0 |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
kubeflow-bootstrap
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Show HN: Kubeflow's Missing Helm Chart
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
deployKF
What are some alternatives?
pipelines - Machine Learning Pipelines for Kubeflow
bigbang - BigBang the product
local-gitops - An automated local cluster setup w/ tls, monitoring, ingress and DNS configuration.
kubernetes-demo-gitops - This is the GitOps repo for project vjanz/kubernetes-demo-app
argocd-lovely-plugin - A plugin to make Argo CD behave like we'd like.
awesome-argo - A curated list of awesome projects and resources related to Argo (a CNCF graduated project)
kserve - Standardized Serverless ML Inference Platform on Kubernetes