kubeflow-bootstrap
homelab
| kubeflow-bootstrap | homelab | |
|---|---|---|
| 1 | 53 | |
| 20 | 7,772 | |
| - | - | |
| 9.3 | 9.1 | |
| about 1 month ago | 4 days ago | |
| Shell | Python | |
| Apache License 2.0 | GNU General Public License v3.0 only |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
kubeflow-bootstrap
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Show HN: Kubeflow's Missing Helm Chart
Kubeflow is an ML platform like Sagemaker or Databricks that you can self-host in a Kubernetes cluster.
Installing/deploying it is as complicated as it sounds, but we've put together an infrastructure project that lets you '1-click' install it even in tiny environments.
The GH repo (also linked in blog) allows you to start Kubeflow in a codespace or small device using a docker container -- this is both good for trying it out and developing it into your own internal ML platform.
https://github.com/treebeardtech/kubeflow-helm
homelab
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Fastest way to set up an k8s environment ?
K3s is great, I use it on all of my personal clusters (here and here). It's lightweight and very easy to manage.
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Years unemployed. Managed to get a job and barely hanging on, feeling like treading water. Able to get back on meds soon. Hope things get better.
https://github.com/khuedoan/homelab if you haven't come across it yet. To add to your bookmarks.
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Kubernetes home lab hardware and learning resources
I have my Kubernetes homelab public on GitHub, everything is automated and defined as code. Hope it will help you get started and see what's possible.
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Kubernetes dev homelab & NAS
So I 've got inspired by https://github.com/khuedoan/homelab and initially after lurking this sub for a while I came up with a plan to consider some of these solutions: - openmediavault as a VM to use 2x4TB /w ext4 & mergerFS or TrueNAS in RAID1 - I think mergerFS gives more options to increase storage with extra drives later, but I don't plan to hoard lots of data. Also rather opted for tiered cache via SSD to save some power but if such lot of VMs would write this would work? - nextcloud VM to easiely manage files via browser and have mobile app sync for photos with some kind of gallery plugins etc - I think this may be optional if there's other solution as nextcloud seems to not be light. Or something like Seafile would be enough? - kubernetes - k3s/microk8s single VM node or 2 VM nodes - would I need more? and so - can then openmediavault be used as a storage for it like TrueNAS? - Rancher - if used k3s - I quite liked the UI of rancher desktop, more than portainer when I tried with microk8s, but I don't pass on using something else, eg. Lens - Gitea - for hosting code - tekton / teamcity - for running tests and commit build hooks - fluxCD / argoCD - for deploying builds to kubernetes
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Managed to get these for free!
khuedoan/homelab
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Homelab Kubernetes demo
Here's my project (running on 4 mini PC) that I'm using for learning and self-hosting https://github.com/khuedoan/homelab, it's fully automated from empty disk to operating services.
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How Often Do You Fully Reconfigure Your Server, Down to the Operating System?
You can checkout my repo If you'd like to do the same for your homelab (it's also modular so you can just use the OS installation part)
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What's the Best Wiki for a Self Hosted Home Lab?
Here're the links to the Markdown source and the web view.
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Most enterprise like homelab options for learning
You can checkout my Kubernetes homelab, it's fully automated from empty disk, very customizable and extensible.
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Automatically install Linux on all of your servers in parallel without touching them (one command)
You can view the code here: https://github.com/khuedoan/homelab (the ./metal folder)
What are some alternatives?
harvester - Open source hyperconverged infrastructure (HCI) software
netboot.xyz - Your favorite operating systems in one place. A network-based bootable operating system installer based on iPXE.
devops-exercises - Linux, Jenkins, AWS, SRE, Prometheus, Docker, Python, Ansible, Git, Kubernetes, Terraform, OpenStack, SQL, NoSQL, Azure, GCP, DNS, Elastic, Network, Virtualization. DevOps Interview Questions
Netmaker - Netmaker makes networks with WireGuard. Netmaker automates fast, secure, and distributed virtual networks.
yunohost - YunoHost is an operating system aiming to simplify as much as possible the administration of a server. This repository corresponds to the core code, written mostly in Python and Bash.
kubevirt - Kubernetes Virtualization API and runtime in order to define and manage virtual machines.
docker-samba - Samba Docker image
sidero - Sidero Metal is a bare metal provisioning system with support for Kubernetes Cluster API.
personal-ansible - Personal Ansible playbooks for home infrastructure to make my life easier
mergerfs - a featureful union filesystem
obsidian-releases - Community plugins list, theme list, and releases of Obsidian.
TJs-Kubernetes-Service - Enable enthusiasts and administrators alike to easily provision highly available and production-ready Kubernetes clusters on Proxmox VE.