kubernetes-operator-roiergasias VS onepanel

Compare kubernetes-operator-roiergasias vs onepanel and see what are their differences.

kubernetes-operator-roiergasias

'Roiergasias' kubernetes operator is meant to address a fundamental requirement of any data science / machine learning project running their pipelines on Kubernetes - which is to quickly provision a declarative data pipeline (on demand) for their various project needs using simple kubectl commands. Basically, implementing the concept of No Ops. The fundamental principle is to utilise best of docker, kubernetes and programming language features to run a workflow with minimal workflow definition syntax. It is a Go based workflow running on command line or Kubernetes with the help of a custom operator for a quick and automated data pipeline for your machine learning projects (a flavor of MLOps). (by ankursoni)
Golang Kubernetes Docker Terraform Helm aws-eks efs S3 noops kubernetes-operator Machine Learning Workflow Pipelines mlops-workflow Mlops
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onepanel

The open source, end-to-end computer vision platform. Label, build, train, tune, deploy and automate in a unified platform that runs on any cloud and on-premises. (by onepanelio)
Deeplearning Pipelines Machinelearning Jupyterlab Tensorflow Pytorch Tensorboard Computer Vision Mlops Workflows aiops Annotation hyperparameter-tuning Inference Training Labeling AI ETL
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docs.onepanel.ai
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kubernetes-operator-roiergasias onepanel
1 4
7 696
- 0.0%
4.8 0.0
almost 3 years ago about 1 year ago
Go Go
GNU General Public License v3.0 only Apache License 2.0
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kubernetes-operator-roiergasias

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

onepanel

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

What are some alternatives?

When comparing kubernetes-operator-roiergasias and onepanel you can also consider the following projects:

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

horovod - Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

helm-s3 - ⎈ Helm plugin that adds support for AWS S3 as a chart repository.

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

nifikop - The NiFiKop NiFi Kubernetes operator makes it easy to run Apache NiFi on Kubernetes. Apache NiFI is a free, open-source solution that support powerful and scalable directed graphs of data routing, transformation, and system mediation logic.

fake-news - Building a fake news detector from initial ideation to model deployment

volcano - A Cloud Native Batch System (Project under CNCF)

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

csi-s3 - A Container Storage Interface for S3

netron - Visualizer for neural network, deep learning and machine learning models

keel - Kubernetes Operator to automate Helm, DaemonSet, StatefulSet & Deployment updates

MetaSpore - A unified end-to-end machine intelligence platform

kubernetes-operator-roiergasias vs flyte onepanel vs horovod kubernetes-operator-roiergasias vs helm-s3 onepanel vs polyaxon kubernetes-operator-roiergasias vs nifikop onepanel vs fake-news kubernetes-operator-roiergasias vs volcano onepanel vs mpi-operator kubernetes-operator-roiergasias vs csi-s3 onepanel vs netron kubernetes-operator-roiergasias vs keel onepanel vs MetaSpore