Open MLOps – Open-Source Production Machine Learning

rckrd 2021-08-18 14:28:18 +0000 UTC [ - ]

Have you looked at Kubeflow? https://www.kubeflow.org/

sixhobbits 2021-08-18 14:38:59 +0000 UTC [ - ]

yep, we were going to use it initially but found it lacking in a few areas. You can read more about it here [0]

[0] https://datarevenue.com/en-blog/kubeflow-not-ready-for-produ...

sixhobbits 2021-08-18 14:27:21 +0000 UTC [ - ]

hey HN, I've been working on the tutorials for this with the rest of the team at Data Revenue. Curious to hear what y'all think if you take a look or try it out.

TL;DR - it's a set of Terraform scripts to set up Prefect, MLFlow, JupyterHub, and Seldon on AWS EKS (or Kubernetes in general) along with some guides.