Kubeflow

Repositories

• pipelines

  Machine Learning Pipelines for Kubeflow
  Python Apache-2.0 743 1,858 303 (47 issues need help) 53 Updated Nov 21, 2020

• website

  Kubeflow's public website
  HTML CC-BY-4.0 462 86 68 (1 issue needs help) 14 Updated Nov 21, 2020

• kubeflow

  Machine Learning Toolkit for Kubernetes

  kubernetes machine-learning jupyter notebook tensorflow ml minikube
  Jsonnet Apache-2.0 1,546 9,619 220 (7 issues need help) 31 Updated Nov 20, 2020

• testing

  Test infrastructure and tooling for Kubeflow.
  Jsonnet Apache-2.0 61 37 27 3 Updated Nov 21, 2020

• manifests

  A repository for Kustomize manifests
  Jsonnet Apache-2.0 267 128 54 7 Updated Nov 20, 2020

• kfctl

  kfctl is a CLI for deploying and managing Kubeflow
  Jsonnet Apache-2.0 124 88 87 (1 issue needs help) 6 Updated Nov 20, 2020

• blog

  Kubeflow blog based on fastpages

  blog kubernetes data-science machine-learning ml-infrastructure kubeflow kubeflow-community
  Jupyter Notebook Apache-2.0 10 9 4 1 Updated Nov 20, 2020

• kfserving

  Serverless Inferencing on Kubernetes

  machine-learning tensorflow sklearn pytorch artificial-intelligence xgboost hacktoberfest
  Jsonnet Apache-2.0 283 676 133 (5 issues need help) 25 Updated Nov 20, 2020

• katib

  Repository for hyperparameter tuning
  Jsonnet Apache-2.0 221 858 97 (3 issues need help) 15 Updated Nov 20, 2020

• gcp-blueprints

  Blueprints for Deploying Kubeflow on Google Cloud Platform and Anthos
  Makefile Apache-2.0 14 13 64 (2 issues need help) 0 Updated Nov 20, 2020

• internal-acls

  Repository used to main group ACLs used by Kubeflow developers
  Go Apache-2.0 179 6 7 3 Updated Nov 19, 2020

• code-intelligence

  ML-Powered Developer Tools, using Kubeflow

  nlp kubernetes flask machine-learning natural-language-processing deep-learning rest-api
  Jupyter Notebook MIT 12 44 46 (3 issues need help) 6 Updated Nov 18, 2020

• examples

  A repository to host extended examples and tutorials
  Jsonnet Apache-2.0 478 903 10 8 Updated Nov 18, 2020

• arena

  A CLI for Kubeflow.

  docker kubernetes deep-learning tensorflow kubeflow
  Go 123 461 44 4 Updated Nov 18, 2020

• fairing

  Python SDK for building, training, and deploying ML models
  Jsonnet Apache-2.0 115 260 112 3 Updated Nov 17, 2020

• community

  Information about the Kubeflow community including proposals and governance information.

  kubeflow kubeflow-community
  Jsonnet Apache-2.0 159 87 16 2 Updated Nov 16, 2020

• kfp-tekton

  Kubeflow Pipeline with Tekton backend. https://developer.ibm.com/blogs/kubeflow-pipelines-with-tekton-and-watson/

  python dsl hacktoberfest kubeflow mlops tekton tekton-pipelines
  TypeScript Apache-2.0 42 48 38 1 Updated Nov 13, 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 5 Updated Nov 14, 2020

• tf-operator

  Tools for ML/Tensorflow on Kubernetes.
  Jsonnet Apache-2.0 347 846 8 1 Updated Nov 13, 2020

• metadata

  Repository for assets related to Metadata.
  TypeScript Apache-2.0 61 106 47 10 Updated Nov 9, 2020

• community-infra

  Declarative configurations for KF community infrastructure
  Go Apache-2.0 8 3 2 0 Updated Nov 9, 2020

• pytorch-operator

  PyTorch on Kubernetes
  Jsonnet Apache-2.0 104 223 33 7 Updated Oct 27, 2020

• mpi-operator

  Kubernetes Operator for Allreduce-style Distributed Training

  kubernetes tensorflow mpi distributed-computing pytorch horovod kubeflow
  Go Apache-2.0 107 161 40 (1 issue needs help) 3 Updated Oct 19, 2020

• xgboost-operator

  Incubating project for xgboost operator
  Python Apache-2.0 35 53 19 4 Updated Oct 15, 2020

• common

  Common APIs and libraries shared by other Kubeflow operator repositories.
  Go Apache-2.0 26 26 19 1 Updated Oct 6, 2020

• fate-operator

  Fate operator
  Go Apache-2.0 7 22 1 0 Updated Aug 28, 2020

• mxnet-operator

  A Kubernetes operator for mxnet jobs
  Go Apache-2.0 26 51 9 0 Updated Jul 31, 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 9 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