Kubeflow

Repositories

• manifests

  A repository for Kustomize manifests
  Jsonnet Apache-2.0 187 97 51 (3 issues need help) 41 Updated Jul 10, 2020

• pipelines

  Machine Learning Pipelines for Kubeflow
  Python Apache-2.0 605 1,649 275 (39 issues need help) 72 Updated Jul 10, 2020

• mpi-operator

  Kubernetes Operator for Allreduce-style Distributed Training

  kubernetes tensorflow mpi distributed-computing pytorch horovod kubeflow
  Go Apache-2.0 95 142 33 (1 issue needs help) 3 Updated Jul 10, 2020

• kfctl

  kfctl is a CLI for deploying and managing Kubeflow
  Jsonnet Apache-2.0 76 56 70 (1 issue needs help) 12 Updated Jul 10, 2020

• testing

  Test infrastructure and tooling for Kubeflow.
  Jsonnet Apache-2.0 58 32 20 3 Updated Jul 10, 2020

• community

  Information about the Kubeflow community including proposals and governance information.

  kubeflow kubeflow-community
  Jsonnet Apache-2.0 138 72 11 (2 issues need help) 7 Updated Jul 10, 2020

• katib

  Repository for hyperparameter tuning
  Jsonnet Apache-2.0 199 765 111 (1 issue needs help) 15 Updated Jul 10, 2020

• internal-acls

  Repository used to main group ACLs used by Kubeflow developers
  Shell Apache-2.0 149 4 3 3 Updated Jul 10, 2020

• gcp-blueprints

  Blueprints for Deploying Kubeflow on Google Cloud Platform and Anthos
  Makefile Apache-2.0 3 9 35 (1 issue needs help) 0 Updated Jul 10, 2020

• kubeflow

  Machine Learning Toolkit for Kubernetes

  kubernetes machine-learning jupyter notebook tensorflow ml minikube
  Jsonnet Apache-2.0 1,453 9,097 215 (4 issues need help) 21 Updated Jul 10, 2020

• mxnet-operator

  A Kubernetes operator for mxnet jobs
  Go Apache-2.0 23 51 8 1 Updated Jul 10, 2020

• tf-operator

  Tools for ML/Tensorflow on Kubernetes.
  Jsonnet Apache-2.0 330 812 15 (1 issue needs help) 6 Updated Jul 9, 2020

• arena

  A CLI for Kubeflow.

  docker kubernetes deep-learning tensorflow kubeflow
  Go 111 423 39 4 Updated Jul 10, 2020

• code-intelligence

  ML-Powered Developer Tools, using Kubeflow

  nlp kubernetes flask machine-learning natural-language-processing deep-learning rest-api
  Jupyter Notebook MIT 10 37 40 (3 issues need help) 1 Updated Jul 9, 2020

• website

  Kubeflow's public website
  HTML CC-BY-4.0 349 81 81 (1 issue needs help) 11 Updated Jul 9, 2020

• fairing

  Python SDK for building, training, and deploying ML models
  Jsonnet Apache-2.0 94 243 107 2 Updated Jul 9, 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
  TypeScript Apache-2.0 18 25 23 2 Updated Jul 9, 2020

• pytorch-operator

  PyTorch on Kubernetes
  Jsonnet Apache-2.0 94 210 29 5 Updated Jul 9, 2020

• examples

  A repository to host extended examples and tutorials
  Jsonnet Apache-2.0 422 826 23 (1 issue needs help) 6 Updated Jul 8, 2020

• kfserving

  Serverless Inferencing on Kubernetes
  Jsonnet Apache-2.0 187 489 121 (8 issues need help) 5 Updated Jul 8, 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

• fate-operator

  Fate operator
  Go Apache-2.0 5 13 6 0 Updated Jul 2, 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 46 14 3 Updated Jun 25, 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 0 Updated Jun 22, 2020

• community-infra

  Declarative configurations for KF community infrastructure
  Makefile Apache-2.0 2 2 0 0 Updated May 28, 2020

• common

  Common APIs and libraries shared by other Kubeflow operator repositories.
  Go Apache-2.0 23 23 18 0 Updated May 18, 2020

• metadata

  Repository for assets related to Metadata.
  Go Apache-2.0 55 98 36 5 Updated May 13, 2020

• .github

  Org wide templates
  Apache-2.0 0 2 0 0 Updated May 12, 2020