Kubeflow

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41 repositories

training-operator
Public
Distributed ML Training and Fine-Tuning on Kubernetes
python kubernetes machine-learning ai tensorflow gpu pytorch distributed xgboost fine-tuning
Go
•
Apache License 2.0
•708•1.7k•105•17•Updated Jan 7, 2025Jan 7, 2025
spark-operator
Public
Kubernetes operator for managing the lifecycle of Apache Spark applications on Kubernetes.
apache-spark kubernetes-controller kubernetes-crd google-cloud-dataproc kubernetes spark kubernetes-operator
Go
•
Apache License 2.0
•1.4k•2.8k•93•19•Updated Jan 6, 2025Jan 6, 2025
model-registry
Public
Python
•
Apache License 2.0
•55•96•17•25•Updated Jan 6, 2025Jan 6, 2025
notebooks
Public
Kubeflow Notebooks lets you run web-based development environments on your Kubernetes cluster by running them inside Pods.
Apache License 2.0
•24•23•97•17•Updated Jan 6, 2025Jan 6, 2025
website
Public
Kubeflow Website
HTML
•
Creative Commons Attribution 4.0 International
•782•150•121•21•Updated Jan 2, 2025Jan 2, 2025
pipelines
Public
Machine Learning Pipelines for Kubeflow
kubeflow mlops kubeflow-pipelines kubernetes data-science machine-learning pipeline
Python
•
Apache License 2.0
•1.6k•3.6k•189•56•Updated Jan 2, 2025Jan 2, 2025
arena
Public
A CLI for Kubeflow.
docker kubernetes deep-learning tensorflow kubeflow
Go
•
Apache License 2.0
•180•744•59•20•Updated Jan 2, 2025Jan 2, 2025
testing
Public
Test infrastructure and tooling for Kubeflow.
Python
•
Apache License 2.0
•89•63•3•23•Updated Dec 23, 2024Dec 23, 2024
internal-acls
Public
Repository used to main group ACLs used by Kubeflow developers
Go
•
Apache License 2.0
•330•15•2•21•Updated Dec 20, 2024Dec 20, 2024
manifests
Public
A repository for Kustomize manifests
YAML
•
Apache License 2.0
•892•845•22•6•Updated Dec 19, 2024Dec 19, 2024
katib
Public
Automated Machine Learning on Kubernetes
kubernetes machine-learning ai tensorflow scikit-learn pytorch hyperparameter-tuning automl neural-architecture-search kubeflow
Go
•
Apache License 2.0
•450•1.5k•103•24•Updated Dec 11, 2024Dec 11, 2024
examples
Public
A repository to host extended examples and tutorials
Jsonnet
•
Apache License 2.0
•757•1.4k•26•85•Updated Nov 29, 2024Nov 29, 2024
community
Public
Information about the Kubeflow community including proposals and governance information.
kubeflow kubeflow-community
Jsonnet
•
Apache License 2.0
•220•161•82•14•Updated Nov 27, 2024Nov 27, 2024
kubeflow
Public
Machine Learning Toolkit for Kubernetes
kubernetes machine-learning jupyter notebook tensorflow ml minikube google-kubernetes-engine kubeflow
TypeScript
•
Apache License 2.0
•2.4k•15k•3•69•Updated Nov 26, 2024Nov 26, 2024
kfp-tekton
Public
Kubeflow Pipelines on Tekton
python dsl hacktoberfest kubeflow mlops tekton tekton-pipelines kubeflow-pipeline
TypeScript
•
Apache License 2.0
•121•175•41•37•Updated Nov 19, 2024Nov 19, 2024
blog
Public
Kubeflow blog based on fastpages
blog kubernetes data-science machine-learning ml-infrastructure kubeflow kubeflow-community fastpages
Jupyter Notebook
•
Apache License 2.0
•40•17•12•9•Updated Oct 28, 2024Oct 28, 2024
mpi-operator
Public
Kubernetes Operator for MPI-based applications (distributed training, HPC, etc.)
mpi distributed-computing pytorch horovod kubeflow apache-mxnet kubernetes tensorflow
Go
•
Apache License 2.0
•221•450•85•12•Updated Oct 16, 2024Oct 16, 2024
kfserving-lts
Public archive
Jsonnet
•
Apache License 2.0
•20•10•2•49•Updated Aug 2, 2024Aug 2, 2024
dashboard
Public
Kubeflow Central Dashboard is the web interface for Kubeflow
Apache License 2.0
•2•3•60•0•Updated Jul 13, 2024Jul 13, 2024
kubebench
Public archive
Repository for benchmarking
Jsonnet
•
Apache License 2.0
•36•77•39•29•Updated Jun 17, 2024Jun 17, 2024
fate-operator
Public archive
Fate operator
Go
•
Apache License 2.0
•16•51•4•2•Updated Feb 22, 2024Feb 22, 2024
kfctl
Public archive
kfctl is a CLI for deploying and managing Kubeflow
Go
•
Apache License 2.0
•137•181•86•8•Updated Aug 15, 2023Aug 15, 2023
kfp-tekton-backend
Public archive
Experimental project plugging Tekton yaml behind KFP API and UI engine
tekton kfp-tekton kubeflow-pipelines tekton-backend
TypeScript
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Apache License 2.0
•7•8•7•39•Updated Aug 14, 2023Aug 14, 2023
common
Public archive
Common APIs and libraries shared by other Kubeflow operator repositories.
Go
•
Apache License 2.0
•71•51•30•10•Updated May 28, 2023May 28, 2023
.allstar
Public archive
0•2•0•0•Updated Dec 6, 2022Dec 6, 2022
fairing
Public archive
Python SDK for building, training, and deploying ML models
Jsonnet
•
Apache License 2.0
•144•336•125•10•Updated Apr 11, 2022Apr 11, 2022
xgboost-operator
Public archive
Incubating project for xgboost operator
Python
•
Apache License 2.0
•53•76•17•5•Updated Dec 1, 2021Dec 1, 2021
mxnet-operator
Public archive
A Kubernetes operator for mxnet jobs
Go
•
Apache License 2.0
•34•53•8•1•Updated Dec 1, 2021Dec 1, 2021
pytorch-operator
Public archive
PyTorch on Kubernetes
Jsonnet
•
Apache License 2.0
•143•307•55•8•Updated Dec 1, 2021Dec 1, 2021
frontend
Public archive
Repository for kubeflow frontend
JavaScript
•
Apache License 2.0
•19•8•9•3•Updated Dec 1, 2021Dec 1, 2021