Giters
Kubeflow (kubeflow)

Kubeflow

kubeflow

Geek Repo

Kubeflow is an open, community driven project to make it easy to deploy and manage an ML stack on Kubernetes

Home Page:https://kubeflow.org

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Kubeflow's repositories

kubeflow

Machine Learning Toolkit for Kubernetes

Language:TypeScriptLicense:Apache-2.0Stargazers:13859Issues:363Issues:3881

pipelines

Machine Learning Pipelines for Kubeflow

Language:PythonLicense:Apache-2.0Stargazers:3483Issues:101Issues:3709

spark-operator

Kubernetes operator for managing the lifecycle of Apache Spark applications on Kubernetes.

Language:GoLicense:Apache-2.0Stargazers:2673Issues:91Issues:1117

training-operator

Distributed ML Training and Fine-Tuning on Kubernetes

Language:GoLicense:Apache-2.0Stargazers:1501Issues:86Issues:927

katib

Automated Machine Learning on Kubernetes

Language:GoLicense:Apache-2.0Stargazers:1450Issues:68Issues:907

examples

A repository to host extended examples and tutorials

Language:JsonnetLicense:Apache-2.0Stargazers:1381Issues:46Issues:407

manifests

A repository for Kustomize manifests

Language:YAMLLicense:Apache-2.0Stargazers:765Issues:33Issues:924

arena

A CLI for Kubeflow.

Language:GoLicense:Apache-2.0Stargazers:712Issues:53Issues:151

mpi-operator

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

Language:GoLicense:Apache-2.0Stargazers:413Issues:39Issues:272

fairing

Python SDK for building, training, and deploying ML models

Language:JsonnetLicense:Apache-2.0Stargazers:337Issues:39Issues:296

pytorch-operator

PyTorch on Kubernetes

Language:JsonnetLicense:Apache-2.0Stargazers:304Issues:31Issues:147

kfctl

kfctl is a CLI for deploying and managing Kubeflow

Language:GoLicense:Apache-2.0Stargazers:179Issues:19Issues:223

kfp-tekton

Kubeflow Pipelines on Tekton

Language:TypeScriptLicense:Apache-2.0Stargazers:164Issues:17Issues:424

community

Information about the Kubeflow community including proposals and governance information.

Language:JsonnetLicense:Apache-2.0Stargazers:152Issues:38Issues:288

website

Kubeflow's public website

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metadata

Repository for assets related to Metadata.

Language:TypeScriptLicense:Apache-2.0Stargazers:121Issues:24Issues:117

kubebench

Repository for benchmarking

Language:JsonnetLicense:Apache-2.0Stargazers:77Issues:30Issues:101

xgboost-operator

Incubating project for xgboost operator

Language:PythonLicense:Apache-2.0Stargazers:77Issues:20Issues:47

testing

Test infrastructure and tooling for Kubeflow.

Language:PythonLicense:Apache-2.0Stargazers:63Issues:21Issues:346

model-registry

Language:GoLicense:Apache-2.0Stargazers:53Issues:8Issues:20

mxnet-operator

A Kubernetes operator for mxnet jobs

Language:GoLicense:Apache-2.0Stargazers:53Issues:25Issues:31

common

Common APIs and libraries shared by other Kubeflow operator repositories.

Language:GoLicense:Apache-2.0Stargazers:51Issues:22Issues:73

fate-operator

Fate operator

Language:GoLicense:Apache-2.0Stargazers:50Issues:13Issues:16

blog

Kubeflow blog based on fastpages

Language:Jupyter NotebookLicense:Apache-2.0Stargazers:16Issues:8Issues:30

internal-acls

Repository used to main group ACLs used by Kubeflow developers

Language:GoLicense:Apache-2.0Stargazers:15Issues:9Issues:39

kfserving-lts

Language:JsonnetLicense:Apache-2.0Stargazers:10Issues:3Issues:2

frontend

Repository for kubeflow frontend

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kfp-tekton-backend

Experimental project plugging Tekton yaml behind KFP API and UI engine

Language:TypeScriptLicense:Apache-2.0Stargazers:8Issues:5Issues:7

notebooks

Kubeflow Notebooks lets you run web-based development environments on your Kubernetes cluster by running them inside Pods.

License:Apache-2.0Stargazers:6Issues:6Issues:1

.allstar

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