Kubeflow

Repositories

manifests

A repository for Kustomize manifests

Jsonnet Apache-2.0 204 105 45 (3 issues need help) 32 Updated Aug 8, 2020

kfserving

Serverless Inferencing on Kubernetes

Jsonnet Apache-2.0 208 530 119 (7 issues need help) 9 Updated Aug 8, 2020

blog

Kubeflow blog based on fastpages

blog kubernetes data-science machine-learning ml-infrastructure kubeflow kubeflow-community

Jupyter Notebook Apache-2.0 4 4 5 1 Updated Aug 8, 2020

pipelines

Machine Learning Pipelines for Kubeflow

Python Apache-2.0 637 1,708 302 (45 issues need help) 63 Updated Aug 8, 2020

website

Kubeflow's public website

HTML CC-BY-4.0 360 81 64 (1 issue needs help) 15 Updated Aug 7, 2020

testing

Test infrastructure and tooling for Kubeflow.

Jsonnet Apache-2.0 58 32 23 4 Updated Aug 7, 2020

kfp-tekton

Kubeflow Pipeline with Tekton backend. Enables SDK functionalities (Compile, Upload, Launch) and KFP UI with execution and artifact tracking

python dsl kubeflow mlops tekton tekton-pipelines kubeflow-pipeline

Python Apache-2.0 32 27 33 (1 issue needs help) 2 Updated Aug 7, 2020

kubeflow

Machine Learning Toolkit for Kubernetes

kubernetes machine-learning jupyter notebook tensorflow ml minikube

Jsonnet Apache-2.0 1,477 9,226 222 (4 issues need help) 17 Updated Aug 7, 2020

kfctl

kfctl is a CLI for deploying and managing Kubeflow

Jsonnet Apache-2.0 96 62 71 (1 issue needs help) 13 Updated Aug 7, 2020

community

Information about the Kubeflow community including proposals and governance information.

kubeflow kubeflow-community

Jsonnet Apache-2.0 148 79 18 (2 issues need help) 3 Updated Aug 7, 2020

fairing

Python SDK for building, training, and deploying ML models

Jsonnet Apache-2.0 100 245 107 2 Updated Aug 6, 2020

tf-operator

Tools for ML/Tensorflow on Kubernetes.

Jsonnet Apache-2.0 338 820 12 (1 issue needs help) 4 Updated Aug 7, 2020

katib

Repository for hyperparameter tuning

Jsonnet Apache-2.0 207 797 121 (2 issues need help) 15 Updated Aug 6, 2020

internal-acls

Repository used to main group ACLs used by Kubeflow developers

Shell Apache-2.0 156 5 6 4 Updated Aug 6, 2020

gcp-blueprints

Blueprints for Deploying Kubeflow on Google Cloud Platform and Anthos

Makefile Apache-2.0 6 10 53 (1 issue needs help) 0 Updated Aug 6, 2020

common

Common APIs and libraries shared by other Kubeflow operator repositories.

Go Apache-2.0 24 24 18 1 Updated Aug 4, 2020

pytorch-operator

PyTorch on Kubernetes

Jsonnet Apache-2.0 96 212 32 7 Updated Aug 3, 2020

code-intelligence

ML-Powered Developer Tools, using Kubeflow

nlp kubernetes flask machine-learning natural-language-processing deep-learning rest-api

Jupyter Notebook MIT 10 41 44 (3 issues need help) 1 Updated Aug 3, 2020

mpi-operator

Kubernetes Operator for Allreduce-style Distributed Training

kubernetes tensorflow mpi distributed-computing pytorch horovod kubeflow

Go Apache-2.0 101 149 33 (1 issue needs help) 3 Updated Aug 3, 2020

examples

A repository to host extended examples and tutorials

Jsonnet Apache-2.0 435 841 17 7 Updated Aug 3, 2020

mxnet-operator

A Kubernetes operator for mxnet jobs

Go Apache-2.0 23 51 8 0 Updated Jul 31, 2020

fate-operator

Fate operator

Go Apache-2.0 5 16 5 0 Updated Jul 30, 2020

arena

A CLI for Kubeflow.

docker kubernetes deep-learning tensorflow kubeflow

Go 114 437 40 4 Updated Jul 28, 2020

kfp-tekton-backend

Experimental project plugging Tekton yaml behind KFP API and UI engine

kubeflow-pipelines tekton kfp-tekton tekton-backend

TypeScript Apache-2.0 6 6 5 1 Updated Jul 20, 2020

metadata

Repository for assets related to Metadata.

Go Apache-2.0 56 101 38 6 Updated Jul 17, 2020

fastpages Archived

fastpages is a platform for blogging

Jupyter Notebook Apache-2.0 0 3 0 1 Updated Jul 14, 2020

frontend

Repository for kubeflow frontend

JavaScript Apache-2.0 6 7 8 1 Updated Jul 8, 2020

caffe2-operator

Experimental repository for a caffe2 operator

Go Apache-2.0 10 16 1 0 Updated Jul 6, 2020

kubebench

Repository for benchmarking

Jsonnet Apache-2.0 24 58 38 (1 issue needs help) 1 Updated Jun 30, 2020

xgboost-operator

Incubating project for xgboost operator

Python Apache-2.0 27 47 15 3 Updated Jun 25, 2020