onepanel VS kubernetes-operator-roiergasias

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

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
Source Code
docs.onepanel.ai
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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
Source Code
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onepanel kubernetes-operator-roiergasias
4 1
696 7
0.0% -
0.0 4.8
about 1 year ago almost 3 years ago
Go Go
Apache License 2.0 GNU General Public License v3.0 only
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.

onepanel

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

We haven't tracked posts mentioning onepanel yet.
Tracking mentions began in Dec 2020.

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.

We haven't tracked posts mentioning kubernetes-operator-roiergasias yet.
Tracking mentions began in Dec 2020.

What are some alternatives?

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

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

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

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

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

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

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.

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

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

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

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