Kubeflow

Repositories

• pipelines

  Machine Learning Pipelines for Kubeflow
  Python Apache-2.0 697 1,806 299 (40 issues need help) 58 Updated Oct 10, 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 37 35 34 5 Updated Oct 9, 2020

• community

  Information about the Kubeflow community including proposals and governance information.

  kubeflow kubeflow-community
  Jsonnet Apache-2.0 153 85 20 (1 issue needs help) 3 Updated Oct 9, 2020

• internal-acls

  Repository used to main group ACLs used by Kubeflow developers
  Shell Apache-2.0 170 6 7 3 Updated Oct 9, 2020

• website

  Kubeflow's public website
  HTML CC-BY-4.0 439 83 67 (1 issue needs help) 27 Updated Oct 9, 2020

• kfserving

  Serverless Inferencing on Kubernetes
  Jsonnet Apache-2.0 251 617 131 (5 issues need help) 12 Updated Oct 9, 2020

• arena

  A CLI for Kubeflow.

  docker kubernetes deep-learning tensorflow kubeflow
  Go 116 451 42 5 Updated Oct 9, 2020

• katib

  Repository for hyperparameter tuning
  Jsonnet Apache-2.0 214 835 134 (2 issues need help) 20 Updated Oct 9, 2020

• gcp-blueprints

  Blueprints for Deploying Kubeflow on Google Cloud Platform and Anthos
  Makefile Apache-2.0 8 11 56 (1 issue needs help) 2 Updated Oct 8, 2020

• community-infra

  Declarative configurations for KF community infrastructure
  Makefile Apache-2.0 7 3 2 2 Updated Oct 8, 2020

• manifests

  A repository for Kustomize manifests
  Jsonnet Apache-2.0 238 118 55 (1 issue needs help) 29 Updated Oct 8, 2020

• mpi-operator

  Kubernetes Operator for Allreduce-style Distributed Training

  kubernetes tensorflow mpi distributed-computing pytorch horovod kubeflow
  Go Apache-2.0 106 158 38 (1 issue needs help) 3 Updated Oct 7, 2020

• blog

  Kubeflow blog based on fastpages

  blog kubernetes data-science machine-learning ml-infrastructure kubeflow kubeflow-community
  Jupyter Notebook Apache-2.0 8 7 5 2 Updated Oct 7, 2020

• kubeflow

  Machine Learning Toolkit for Kubernetes

  kubernetes machine-learning jupyter notebook tensorflow ml minikube
  Jsonnet Apache-2.0 1,515 9,460 215 (3 issues need help) 31 Updated Oct 7, 2020

• common

  Common APIs and libraries shared by other Kubeflow operator repositories.
  Go Apache-2.0 26 25 18 1 Updated Oct 7, 2020

• kfctl

  kfctl is a CLI for deploying and managing Kubeflow
  Jsonnet Apache-2.0 119 74 81 (1 issue needs help) 10 Updated Oct 6, 2020

• testing

  Test infrastructure and tooling for Kubeflow.
  Jsonnet Apache-2.0 60 37 22 2 Updated Oct 6, 2020

• code-intelligence

  ML-Powered Developer Tools, using Kubeflow

  nlp kubernetes flask machine-learning natural-language-processing deep-learning rest-api
  Jupyter Notebook MIT 11 43 45 (3 issues need help) 0 Updated Oct 6, 2020

• examples

  A repository to host extended examples and tutorials
  Jsonnet Apache-2.0 466 891 12 6 Updated Oct 6, 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 Sep 26, 2020

• tf-operator

  Tools for ML/Tensorflow on Kubernetes.
  Jsonnet Apache-2.0 343 837 9 2 Updated Sep 22, 2020

• pytorch-operator

  PyTorch on Kubernetes
  Jsonnet Apache-2.0 100 216 35 10 Updated Sep 15, 2020

• metadata

  Repository for assets related to Metadata.
  TypeScript Apache-2.0 58 103 40 7 Updated Sep 11, 2020

• fairing

  Python SDK for building, training, and deploying ML models
  Jsonnet Apache-2.0 107 253 109 2 Updated Sep 11, 2020

• fate-operator

  Fate operator
  Go Apache-2.0 7 18 1 0 Updated Aug 28, 2020

• xgboost-operator

  Incubating project for xgboost operator
  Python Apache-2.0 29 50 16 3 Updated Aug 24, 2020

• mxnet-operator

  A Kubernetes operator for mxnet jobs
  Go Apache-2.0 24 51 8 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