kubeflow VS kube-manifests

Compare kubeflow vs kube-manifests and see what are their differences.

kube-manifests

A collection of misc Kubernetes configs for various jobs, as used in Bitnami's production clusters. (by vmware-archive)
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kubeflow kube-manifests
3 1
13,552 141
1.3% -
8.5 1.2
7 days ago over 2 years ago
TypeScript Jsonnet
Apache License 2.0 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.
  • 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.

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.

We haven't tracked posts mentioning kube-manifests yet.
Tracking mentions began in Dec 2020.

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

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

BentoML - Build Production-Grade AI Applications

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

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

pipelines - Machine Learning Pipelines for Kubeflow

Ray - Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

kfctl - kfctl is a CLI for deploying and managing Kubeflow

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

mpi-operator - Kubernetes Operator for MPI-based applications (distributed training, HPC, etc.)

fashion-mnist-kfp-lab - A notebook showing how to easily convert a current notebook you have to a notebook that can be run on Kubeflow Pipelines.

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