Kubeflow

Repositories

• mpi-operator

  Kubernetes Operator for Allreduce-style Distributed Training

  kubernetes tensorflow mpi distributed-computing pytorch horovod kubeflow
  Go Apache-2.0 126 193 56 (1 issue needs help) 5 Updated Apr 18, 2021

• pipelines

  Machine Learning Pipelines for Kubeflow
  Python Apache-2.0 901 2,100 396 (56 issues need help) 78 Updated Apr 18, 2021

• kfserving

  Serverless Inferencing on Kubernetes

  machine-learning tensorflow sklearn pytorch artificial-intelligence xgboost hacktoberfest
  Jsonnet Apache-2.0 361 855 147 (6 issues need help) 17 Updated Apr 17, 2021

• website

  Kubeflow's public website
  HTML CC-BY-4.0 513 98 83 (1 issue needs help) 23 Updated Apr 17, 2021

• manifests

  A repository for Kustomize manifests
  Python Apache-2.0 326 175 42 21 Updated Apr 17, 2021

• arena

  A CLI for Kubeflow.

  docker kubernetes deep-learning tensorflow kubeflow
  Go 141 492 41 (1 issue needs help) 34 Updated Apr 17, 2021

• gcp-blueprints

  Blueprints for Deploying Kubeflow on Google Cloud Platform and Anthos
  Shell Apache-2.0 20 24 71 (1 issue needs help) 0 Updated Apr 17, 2021

• kfp-tekton

  Kubeflow Pipelines with Tekton backend.

  python dsl hacktoberfest kubeflow mlops tekton tekton-pipelines
  TypeScript Apache-2.0 56 66 46 (1 issue needs help) 8 Updated Apr 16, 2021

• blog

  Kubeflow blog based on fastpages

  blog kubernetes data-science machine-learning ml-infrastructure kubeflow kubeflow-community
  Jupyter Notebook Apache-2.0 18 12 7 3 Updated Apr 16, 2021

• kubeflow

  Machine Learning Toolkit for Kubernetes

  kubernetes machine-learning jupyter notebook tensorflow ml minikube
  Jsonnet Apache-2.0 1,644 10,179 202 (5 issues need help) 32 Updated Apr 15, 2021

• tf-operator

  Tools for ML/Tensorflow on Kubernetes.
  Jsonnet Apache-2.0 387 900 21 (1 issue needs help) 4 Updated Apr 14, 2021

• community

  Information about the Kubeflow community including proposals and governance information.

  kubeflow kubeflow-community
  Jsonnet Apache-2.0 173 104 23 8 Updated Apr 14, 2021

• examples

  A repository to host extended examples and tutorials
  Jsonnet Apache-2.0 520 981 5 19 Updated Apr 14, 2021

• katib

  Repository for hyperparameter tuning
  Jsonnet Apache-2.0 256 961 69 (1 issue needs help) 14 Updated Apr 13, 2021

• internal-acls

  Repository used to main group ACLs used by Kubeflow developers
  Go Apache-2.0 203 9 4 2 Updated Apr 14, 2021

• common

  Common APIs and libraries shared by other Kubeflow operator repositories.
  Go Apache-2.0 33 29 23 (1 issue needs help) 4 Updated Apr 13, 2021

• testing

  Test infrastructure and tooling for Kubeflow.
  Python Apache-2.0 71 44 12 2 Updated Apr 10, 2021

• mxnet-operator

  A Kubernetes operator for mxnet jobs
  Go Apache-2.0 30 54 7 1 Updated Apr 7, 2021

• xgboost-operator

  Incubating project for xgboost operator
  Python Apache-2.0 41 64 13 5 Updated Apr 4, 2021

• 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 7 6 5 13 Updated Apr 1, 2021

• code-intelligence

  ML-Powered Developer Tools, using Kubeflow

  nlp kubernetes flask machine-learning natural-language-processing deep-learning rest-api
  Jupyter Notebook MIT 18 52 46 (3 issues need help) 15 Updated Mar 29, 2021

• fairing

  Python SDK for building, training, and deploying ML models
  Jsonnet Apache-2.0 132 279 114 7 Updated Mar 26, 2021

• pytorch-operator

  PyTorch on Kubernetes
  Jsonnet Apache-2.0 119 257 38 7 Updated Mar 25, 2021

• fate-operator

  Fate operator
  Go Apache-2.0 12 28 2 1 Updated Mar 24, 2021

• kubebench

  Repository for benchmarking
  Jsonnet Apache-2.0 29 60 38 (1 issue needs help) 2 Updated Mar 23, 2021

• kfctl

  kfctl is a CLI for deploying and managing Kubeflow
  Go Apache-2.0 149 108 79 6 Updated Mar 17, 2021

• chainer-operator

  Repository for chainer operator
  Go Apache-2.0 12 15 5 1 Updated Jan 26, 2021

• crd-validation

  Validation Generation for Kubeflow CRD on Kubernetes

  kubernetes kubeflow crd-validation
  Go Apache-2.0 7 8 2 2 Updated Jan 25, 2021

• caffe2-operator

  Experimental repository for a caffe2 operator
  Go Apache-2.0 13 18 1 1 Updated Jan 25, 2021

• community-infra

  Declarative configurations for KF community infrastructure
  Go Apache-2.0 10 3 2 1 Updated Jan 25, 2021