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So true. I've been doodling some tools to somehow manage all of it. So far I only have git-like approaches to models and chef-like approaches to infrastructure.
by asimuvPR 10y ago
So true. I've been doodling some tools to somehow manage all of it. So far I only have git-like approaches to models and chef-like approaches to infrastructure. I hope to somehow bring all together into a docker-like package that can be deployed without much hassle.
- daveguy 10y agoYou might want to check out Pachyderm -- that is essentially what they are trying to do (Analytics infrastructure support. It isn't specific to machine learning): http://www.pachyderm.io/ http://www.pachyderm.io/
- asimuvPR 10y agoI had forgotten about them. Thanks for posting the link.
- vonnik 10y agoFwiw, we're testing a Dockerized the distro of DL4J. Runs on DCOS. https://imgur.com/a/CDTAc https://imgur.com/a/CDTAc https://imgur.com/a/6jlxi https://imgur.com/a/6jlxi We'll release in coming weeks.