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

Github PK Tool:Github PK Tool

Kubeflow's repositories

kubeflow

Machine Learning Toolkit for Kubernetes

Language:TypeScriptLicense:Apache-2.0Stargazers:13577Issues:364Issues:3853

pipelines

Machine Learning Pipelines for Kubeflow

Language:PythonLicense:Apache-2.0Stargazers:3422Issues:103Issues:3633

spark-operator

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

Language:GoLicense:Apache-2.0Stargazers:2591Issues:86Issues:1062

training-operator

Training operators on Kubernetes.

Language:GoLicense:Apache-2.0Stargazers:1438Issues:85Issues:891

katib

Repository for hyperparameter tuning

Language:GoLicense:Apache-2.0Stargazers:1416Issues:68Issues:892

examples

A repository to host extended examples and tutorials

Language:JsonnetLicense:Apache-2.0Stargazers:1370Issues:45Issues:404

manifests

A repository for Kustomize manifests

Language:YAMLLicense:Apache-2.0Stargazers:735Issues:34Issues:895

arena

A CLI for Kubeflow.

Language:GoLicense:Apache-2.0Stargazers:696Issues:53Issues:147

mpi-operator

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

Language:GoLicense:Apache-2.0Stargazers:392Issues:38Issues:267

fairing

Python SDK for building, training, and deploying ML models

Language:JsonnetLicense:Apache-2.0Stargazers:334Issues:40Issues:296

pytorch-operator

PyTorch on Kubernetes

Language:JsonnetLicense:Apache-2.0Stargazers:301Issues:31Issues:147

kfctl

kfctl is a CLI for deploying and managing Kubeflow

Language:GoLicense:Apache-2.0Stargazers:177Issues:19Issues:223

kfp-tekton

Kubeflow Pipelines on Tekton

Language:TypeScriptLicense:Apache-2.0Stargazers:160Issues:16Issues:424

community

Information about the Kubeflow community including proposals and governance information.

Language:JsonnetLicense:Apache-2.0Stargazers:150Issues:37Issues:285

website

Kubeflow's public website

Language:HTMLLicense:CC-BY-4.0Stargazers:138Issues:30Issues:1402

metadata

Repository for assets related to Metadata.

Language:TypeScriptLicense:Apache-2.0Stargazers:120Issues:24Issues:117

xgboost-operator

Incubating project for xgboost operator

Language:PythonLicense:Apache-2.0Stargazers:76Issues:20Issues:47

kubebench

Repository for benchmarking

Language:JsonnetLicense:Apache-2.0Stargazers:75Issues:30Issues:101

testing

Test infrastructure and tooling for Kubeflow.

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

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:12Issues:15
Language:GoLicense:Apache-2.0Stargazers:32Issues:4Issues:1

blog

Kubeflow blog based on fastpages

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

caffe2-operator

Experimental repository for a caffe2 operator

Language:GoLicense:Apache-2.0Stargazers:16Issues:22Issues:1

internal-acls

Repository used to main group ACLs used by Kubeflow developers

Language:GoLicense:Apache-2.0Stargazers:14Issues:9Issues:38
Language:JsonnetLicense:Apache-2.0Stargazers:10Issues:3Issues:2

frontend

Repository for kubeflow frontend

Language:JavaScriptLicense:Apache-2.0Stargazers:8Issues:12Issues:24

kfp-tekton-backend

Experimental project plugging Tekton yaml behind KFP API and UI engine

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