Kubeflow

Repositories

• manifests

  A repository for Kustomize manifests
  Jsonnet Apache-2.0 204 105 44 (2 issues need help) 36 Updated Aug 15, 2020

• pipelines

  Machine Learning Pipelines for Kubeflow
  Python Apache-2.0 644 1,724 287 (43 issues need help) 62 Updated Aug 15, 2020

• gcp-blueprints

  Blueprints for Deploying Kubeflow on Google Cloud Platform and Anthos
  Makefile Apache-2.0 7 11 57 (1 issue needs help) 1 Updated Aug 15, 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 32 29 41 (1 issue needs help) 3 Updated Aug 15, 2020

• website

  Kubeflow's public website
  HTML CC-BY-4.0 361 82 65 (1 issue needs help) 15 Updated Aug 15, 2020

• internal-acls

  Repository used to main group ACLs used by Kubeflow developers
  Shell Apache-2.0 154 6 6 4 Updated Aug 14, 2020

• fairing

  Python SDK for building, training, and deploying ML models
  Jsonnet Apache-2.0 101 247 109 3 Updated Aug 14, 2020

• blog

  Kubeflow blog based on fastpages

  blog kubernetes data-science machine-learning ml-infrastructure kubeflow kubeflow-community
  Jupyter Notebook Apache-2.0 6 4 6 2 Updated Aug 14, 2020

• katib

  Repository for hyperparameter tuning
  Jsonnet Apache-2.0 208 801 123 (2 issues need help) 13 Updated Aug 14, 2020

• arena

  A CLI for Kubeflow.

  docker kubernetes deep-learning tensorflow kubeflow
  Go 114 439 40 5 Updated Aug 14, 2020

• testing

  Test infrastructure and tooling for Kubeflow.
  Jsonnet Apache-2.0 59 34 22 2 Updated Aug 14, 2020

• community

  Information about the Kubeflow community including proposals and governance information.

  kubeflow kubeflow-community
  Jsonnet Apache-2.0 150 79 18 (2 issues need help) 3 Updated Aug 14, 2020

• kfctl

  kfctl is a CLI for deploying and managing Kubeflow
  Jsonnet Apache-2.0 100 62 73 (1 issue needs help) 13 Updated Aug 14, 2020

• kfserving

  Serverless Inferencing on Kubernetes
  Jsonnet Apache-2.0 211 541 121 (7 issues need help) 11 Updated Aug 14, 2020

• kubeflow

  Machine Learning Toolkit for Kubernetes

  kubernetes machine-learning jupyter notebook tensorflow ml minikube
  Jsonnet Apache-2.0 1,483 9,264 224 (4 issues need help) 20 Updated Aug 13, 2020

• tf-operator

  Tools for ML/Tensorflow on Kubernetes.
  Jsonnet Apache-2.0 337 821 12 (1 issue needs help) 3 Updated Aug 12, 2020

• common

  Common APIs and libraries shared by other Kubeflow operator repositories.
  Go Apache-2.0 24 24 18 1 Updated Aug 4, 2020

• pytorch-operator

  PyTorch on Kubernetes
  Jsonnet Apache-2.0 96 212 32 7 Updated Aug 3, 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 41 44 (3 issues need help) 1 Updated Aug 3, 2020

• mpi-operator

  Kubernetes Operator for Allreduce-style Distributed Training

  kubernetes tensorflow mpi distributed-computing pytorch horovod kubeflow
  Go Apache-2.0 101 149 33 (1 issue needs help) 3 Updated Aug 3, 2020

• examples

  A repository to host extended examples and tutorials
  Jsonnet Apache-2.0 439 847 16 5 Updated Aug 3, 2020

• mxnet-operator

  A Kubernetes operator for mxnet jobs
  Go Apache-2.0 23 51 8 0 Updated Jul 31, 2020

• fate-operator

  Fate operator
  Go Apache-2.0 5 16 5 0 Updated Jul 30, 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 1 Updated Jul 21, 2020

• metadata

  Repository for assets related to Metadata.
  Go Apache-2.0 56 101 38 6 Updated Jul 17, 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 8 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

• kubebench

  Repository for benchmarking
  Jsonnet Apache-2.0 24 58 38 (1 issue needs help) 1 Updated Jun 30, 2020

• xgboost-operator

  Incubating project for xgboost operator
  Python Apache-2.0 27 47 15 3 Updated Jun 25, 2020