Jupyter Notebook Ansible Projects

skoupidia

1 6 8.1 Jupyter Notebook

Scripts to build an on-premisis machine learning lab

Project mention: Building a Deep Learning Rig | news.ycombinator.com | 2024-02-24

If you would like to put Kubernetes on top of this kind of setup this repo is helpful https://github.com/robrohan/skoupidia
The main benefit for me using it for my ML work loads is you can shutoff nodes entirely when you are not using them, then when you turn them back on they just rejoin the cluster.
It also helps managing different types of devices and workload (tpu vs gpu vs cpu)
InfluxDB

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NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020). The latest post mention was on 2024-02-24.