Explore @kubeflow Open Source projects

Kubeflow (@kubeflow)

kubeflow

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Python
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JavaScript
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YAML 2.7 %

kubeflow

Machine Learning Toolkit for Kubernetes

pipelines

Machine Learning Pipelines for Kubeflow

spark-operator

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

training-operator

Distributed ML Training and Fine-Tuning on Kubernetes

katib

Repository for hyperparameter tuning

examples

A repository to host extended examples and tutorials

manifests

A repository for Kustomize manifests

arena

A CLI for Kubeflow.

mpi-operator

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

fairing

Python SDK for building, training, and deploying ML models

pytorch-operator

PyTorch on Kubernetes

kfctl

kfctl is a CLI for deploying and managing Kubeflow

example-seldon

Example for end-to-end machine learning on Kubernetes using Kubeflow and Seldon Core

Jupyter Notebook

kfp-tekton

Kubeflow Pipelines on Tekton

community

Information about the Kubeflow community including proposals and governance information.

website

Kubeflow Website

metadata

Repository for assets related to Metadata.

xgboost-operator

Incubating project for xgboost operator

kubebench

Repository for benchmarking

testing

Test infrastructure and tooling for Kubeflow.

code-intelligence

ML-Powered Developer Tools, using Kubeflow

Jupyter Notebook

mxnet-operator

A Kubernetes operator for mxnet jobs

common

Common APIs and libraries shared by other Kubeflow operator repositories.

fate-operator

model-registry

batch-predict

Repository for batch predict

chainer-operator

Repository for chainer operator

blog

Kubeflow blog based on fastpages

Jupyter Notebook

caffe2-operator

Experimental repository for a caffe2 operator

internal-acls

Repository used to main group ACLs used by Kubeflow developers

crd-validation

Validation Generation for Kubeflow CRD on Kubernetes

kfserving-lts

frontend

Repository for kubeflow frontend

kfp-tekton-backend

Experimental project plugging Tekton yaml behind KFP API and UI engine

marketing-materials

community-infra

Declarative configurations for KF community infrastructure

fastpages

fastpages is a platform for blogging

Jupyter Notebook

.allstar

reporting

Repository for collecting and analyzing metrics about Kubeflow usage.

.github

Org wide templates

dashboard