Jupyter Notebook Kubernetes

Open-source Jupyter Notebook projects categorized as Kubernetes
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Topics: Machine Learning Python Mlops Deep Learning Data Science
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Top 5 Jupyter Notebook Kubernete Projects

  • community

    Kubernetes community content

    • Project mention: Securing Git Repositories with Gittuf | news.ycombinator.com | 2024-05-09

    Said audience member here. "The Kubernetes project" includes a bit more than just https://github.com/kubernetes/kubernetes, but yes that's accurate.

    Here's our GCP spend for the past month: https://imgur.com/a/VVJTSKx. Note that does not include a separate AWS cluster that we are migrating jobs too.

    A large chunk of this comes from the nature of distributed tests. We need to reproduce the environment, spin up compute, etc. We do have a large problem with flaky tests on the project as well. Whether that's timeouts, memory/cpu consumption creep over time, loads of other things. We talk about how one day we'd like to get to the granulairty of being able to go to a SIG and say, "this flaky test of yours is costing the project $x in retries. Please dedicate some resources to fix it".

    How we distribute the artifacts is a whole different conversation. The container world is unique in that voluntary mirrors are not as possible as with linux packages and other binaries.

    If this space interests you please join us at either [SIG K8s Infra](https://github.com/kubernetes/community/tree/master/sig-k8s-...) or [SIG Testing](https://github.com/kubernetes/community/blob/master/sig-test...)!

  • ML-Workspace

    đź›  All-in-one web-based IDE specialized for machine learning and data science.

  • 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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  • analisis-numerico-computo-cientifico

    Análisis numérico y cómputo científico

  • Realtime-MLOps

    A framework of open-source technologies to design real-time machine learning systems

  • 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)

  • SaaSHub

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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).

Jupyter Notebook Kubernetes related posts

  • Development in horizontal pod autoscaler

    1 project | /r/kubernetes | 28 Jun 2023

  • How Kubernetes computes CPU utilization for HPA?

    1 project | /r/codehunter | 22 May 2023

  • How to get the resource usage of a pod in Kubernetes?

    1 project | /r/codehunter | 25 Mar 2023

  • Comparing Kubernetes Gateway and Ingress APIs

    2 projects | dev.to | 31 Jan 2023

  • How do I start contributing to K8s or anything under the CNCF landscape

    1 project | /r/golang | 27 Nov 2022

  • Maximum number of managed resources?

    1 project | /r/kubernetes | 29 Oct 2022

  • How to be active in communities?

    1 project | /r/cscareerquestions | 26 Sep 2022
  • A note from our sponsor - SaaSHub
    www.saashub.com | 3 Jun 2024
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Index

What are some of the best open-source Kubernete projects in Jupyter Notebook? This list will help you:

Project Stars
1 community 11,757
2 ML-Workspace 3,339
3 analisis-numerico-computo-cientifico 44
4 Realtime-MLOps 22
5 skoupidia 6

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