Kubeflow

Repositories

• tf-operator

  Tools for ML/Tensorflow on Kubernetes.
  Jsonnet Apache-2.0 390 918 14 (1 issue needs help) 2 Updated Jul 5, 2021

• pipelines

  Machine Learning Pipelines for Kubeflow

  kubernetes machine-learning kubeflow mlops kubeflow-pipelines
  Python 982 2,334 464 (54 issues need help) 85 Updated Jul 5, 2021

• kfp-tekton

  Kubeflow Pipelines with Tekton backend.

  python dsl hacktoberfest kubeflow mlops tekton tekton-pipelines
  TypeScript Apache-2.0 64 73 25 (2 issues need help) 7 Updated Jul 5, 2021

• kfserving

  Serverless Inferencing on Kubernetes

  machine-learning tensorflow sklearn pytorch artificial-intelligence xgboost hacktoberfest
  Jsonnet Apache-2.0 421 971 187 (7 issues need help) 26 Updated Jul 4, 2021

• arena

  A CLI for Kubeflow.

  docker kubernetes deep-learning tensorflow kubeflow
  Go 143 518 44 (1 issue needs help) 22 Updated Jul 4, 2021

• internal-acls

  Repository used to main group ACLs used by Kubeflow developers
  Go Apache-2.0 209 9 0 0 Updated Jul 4, 2021

• website

  Kubeflow's public website
  HTML CC-BY-4.0 539 99 53 (1 issue needs help) 19 Updated Jul 3, 2021

• katib

  Repository for hyperparameter tuning
  Jsonnet Apache-2.0 273 1,006 82 (5 issues need help) 17 Updated Jul 2, 2021

• manifests

  A repository for Kustomize manifests
  YAML Apache-2.0 368 214 65 13 Updated Jul 1, 2021

• kubeflow

  Machine Learning Toolkit for Kubernetes

  kubernetes machine-learning jupyter notebook tensorflow ml minikube
  Jsonnet Apache-2.0 1,691 10,469 174 (3 issues need help) 65 Updated Jun 30, 2021

• common

  Common APIs and libraries shared by other Kubeflow operator repositories.
  Go Apache-2.0 37 30 21 (1 issue needs help) 3 Updated Jun 29, 2021

• mpi-operator

  Kubernetes Operator for Allreduce-style Distributed Training

  kubernetes tensorflow mpi distributed-computing pytorch horovod kubeflow
  Go Apache-2.0 134 208 58 (1 issue needs help) 0 Updated Jun 29, 2021

• community

  Information about the Kubeflow community including proposals and governance information.

  kubeflow kubeflow-community
  Jsonnet Apache-2.0 180 107 18 4 Updated Jun 28, 2021

• examples

  A repository to host extended examples and tutorials
  Jsonnet Apache-2.0 548 1,011 2 23 Updated Jun 28, 2021

• pytorch-operator

  PyTorch on Kubernetes
  Jsonnet Apache-2.0 126 269 41 7 Updated Jun 25, 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 54 47 (3 issues need help) 17 Updated Jun 8, 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 16 Updated Jun 6, 2021

• blog

  Kubeflow blog based on fastpages

  blog kubernetes data-science machine-learning ml-infrastructure kubeflow kubeflow-community
  Jupyter Notebook Apache-2.0 19 13 8 4 Updated Jun 4, 2021

• testing

  Test infrastructure and tooling for Kubeflow.
  Python Apache-2.0 71 47 1 1 Updated Jun 4, 2021

• frontend

  Repository for kubeflow frontend
  JavaScript Apache-2.0 15 7 9 0 Updated Jun 3, 2021

• fate-operator

  Fate operator
  Go Apache-2.0 14 31 2 1 Updated Jun 3, 2021

• fairing

  Python SDK for building, training, and deploying ML models
  Jsonnet Apache-2.0 135 285 114 8 Updated Jun 1, 2021

• gcp-blueprints

  Blueprints for Deploying Kubeflow on Google Cloud Platform and Anthos
  Shell Apache-2.0 23 27 73 (1 issue needs help) 1 Updated Jun 1, 2021

• mxnet-operator

  A Kubernetes operator for mxnet jobs
  Go Apache-2.0 30 53 7 1 Updated Jun 1, 2021

• metadata

  Repository for assets related to Metadata.
  TypeScript Apache-2.0 69 115 52 7 Updated May 9, 2021

• xgboost-operator

  Incubating project for xgboost operator
  Python Apache-2.0 45 68 14 5 Updated Apr 4, 2021

• kubebench

  Repository for benchmarking
  Jsonnet Apache-2.0 29 61 38 (1 issue needs help) 2 Updated Mar 23, 2021

• kfctl

  kfctl is a CLI for deploying and managing Kubeflow
  Go Apache-2.0 149 119 83 6 Updated Mar 17, 2021

• chainer-operator

  Repository for chainer operator
  Go Apache-2.0 12 15 5 1 Updated Jan 25, 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