Jupyter Notebook home-lab

Open-source Jupyter Notebook projects categorized as home-lab
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Topics: AI DevOps Kubernetes Machine Learning Ansible
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Jupyter Notebook home-lab Projects

  • skoupidia

    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

    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.

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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).

Index

Project Stars
1 skoupidia 6

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