kubeflow vs kube-manifests

kubeflow

Machine Learning Toolkit for Kubernetes (by kubeflow)

ML Kubernetes Minikube Tensorflow Notebook google-kubernetes-engine Jupyter Machine Learning kubeflow

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kube-manifests

A collection of misc Kubernetes configs for various jobs, as used in Bitnami's production clusters. (by vmware-archive)

Kubernetes jsonnet kubernetes-cluster kubecfg

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SurveyJS - Open-Source JSON Form Builder to Create Dynamic Forms Right in Your App

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kubeflow		kube-manifests
	Project
3	Mentions	1
13,683	Stars	141
0.7%	Growth	-
8.3	Activity	1.2
10 days ago	Latest Commit	almost 3 years ago
TypeScript	Language	Jsonnet
Apache License 2.0	License	Apache License 2.0

The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
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

Posts with mentions or reviews of kubeflow. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-03-23.

Is it possible to store the username in a config file inside the jupyter notebook spawned by kubeflow?
1 project | /r/Kubeflow | 3 Oct 2022

I'm not 100% sure this will work but sounds like PodDefault is what you need.
Machine Learning Orchestration on Kubernetes using Kubeflow
5 projects | dev.to | 23 Mar 2021

If you are looking for bringing agility, improved management with enterprise-grade features such as RBAC, multi-tenancy and isolation, security, auditability, collaboration for the machine learning operations in your organization, Kubeflow is an excellent option. It is stable, mature and curated with best-in-class tools and framework which can be deployed in any Kubernetes distribution. See Kubeflow roadmap here to look into what's coming in the next version.
Jupyter notebooks in kubeflow
1 project | /r/Kubeflow | 20 Feb 2021

kube-manifests

Posts with mentions or reviews of kube-manifests. We have used some of these posts to build our list of alternatives and similar projects.

ArgoCD with multiple environments and clusters
1 project | /r/kubernetes | 7 Jan 2021

What are some alternatives?

When comparing kubeflow and kube-manifests you can also consider the following projects:

kserve - Standardized Serverless ML Inference Platform on Kubernetes

kube-libsonnet - Bitnami's jsonnet library for building Kubernetes manifests

flyte - Scalable and flexible workflow orchestration platform that seamlessly unifies data, ML and analytics stacks.

kube-prometheus-k8s-235 - My personal kube-prometheus stack deployment

BentoML - The most flexible way to serve AI/ML models in production - Build Model Inference Service, LLM APIs, Inference Graph/Pipelines, Compound AI systems, Multi-Modal, RAG as a Service, and more!

qbec - configure kubernetes objects on multiple clusters using jsonnet

polyaxon - MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle

kube-prometheus - Use Prometheus to monitor Kubernetes and applications running on Kubernetes

fashion-mnist - A MNIST-like fashion product database. Benchmark :point_down:

CartographerDSL - A jsonnet DSL for writing CircleCI configs

pipelines - Machine Learning Pipelines for Kubeflow

karabiner-windows-mode - Karabiner-Elements complex ruleset to make using macOS friendlier by enabling common keyboard functionality used in Linux and Windows.