Kubeflow

Repositories

• website

  Kubeflow's public website
  HTML CC-BY-4.0 460 86 68 (1 issue needs help) 29 Updated Nov 10, 2020

• pipelines

  Machine Learning Pipelines for Kubeflow
  Python Apache-2.0 730 1,844 289 (46 issues need help) 50 Updated Nov 10, 2020

• manifests

  A repository for Kustomize manifests
  Jsonnet Apache-2.0 263 125 55 22 Updated Nov 10, 2020

• kubeflow

  Machine Learning Toolkit for Kubernetes

  kubernetes machine-learning jupyter notebook tensorflow ml minikube
  Jsonnet Apache-2.0 1,536 9,583 216 (4 issues need help) 30 Updated Nov 10, 2020

• kfserving

  Serverless Inferencing on Kubernetes

  machine-learning tensorflow sklearn pytorch artificial-intelligence xgboost hacktoberfest
  Jsonnet Apache-2.0 276 666 130 (5 issues need help) 25 Updated Nov 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 hacktoberfest kubeflow mlops tekton tekton-pipelines
  TypeScript Apache-2.0 42 39 40 4 Updated Nov 10, 2020

• kfctl

  kfctl is a CLI for deploying and managing Kubeflow
  Jsonnet Apache-2.0 121 83 86 (1 issue needs help) 6 Updated Nov 10, 2020

• arena

  A CLI for Kubeflow.

  docker kubernetes deep-learning tensorflow kubeflow
  Go 121 458 43 2 Updated Nov 10, 2020

• testing

  Test infrastructure and tooling for Kubeflow.
  Jsonnet Apache-2.0 62 37 29 8 Updated Nov 10, 2020

• gcp-blueprints

  Blueprints for Deploying Kubeflow on Google Cloud Platform and Anthos
  Makefile Apache-2.0 13 12 61 (1 issue needs help) 1 Updated Nov 10, 2020

• katib

  Repository for hyperparameter tuning
  Jsonnet Apache-2.0 218 852 119 (2 issues need help) 10 Updated Nov 9, 2020

• community

  Information about the Kubeflow community including proposals and governance information.

  kubeflow kubeflow-community
  Jsonnet Apache-2.0 156 87 17 2 Updated Nov 9, 2020

• metadata

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

• internal-acls

  Repository used to main group ACLs used by Kubeflow developers
  Go Apache-2.0 176 6 6 3 Updated Nov 9, 2020

• community-infra

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

• examples

  A repository to host extended examples and tutorials
  Jsonnet Apache-2.0 478 899 10 7 Updated Nov 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 12 44 46 (3 issues need help) 5 Updated Nov 4, 2020

• pytorch-operator

  PyTorch on Kubernetes
  Jsonnet Apache-2.0 102 223 33 7 Updated Oct 28, 2020

• mpi-operator

  Kubernetes Operator for Allreduce-style Distributed Training

  kubernetes tensorflow mpi distributed-computing pytorch horovod kubeflow
  Go Apache-2.0 107 160 40 (1 issue needs help) 3 Updated Oct 19, 2020

• xgboost-operator

  Incubating project for xgboost operator
  Python Apache-2.0 34 52 17 4 Updated Oct 16, 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 1 Updated Oct 15, 2020

• common

  Common APIs and libraries shared by other Kubeflow operator repositories.
  Go Apache-2.0 26 25 19 1 Updated Oct 7, 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-2.0 344 844 8 2 Updated Sep 22, 2020

• fairing

  Python SDK for building, training, and deploying ML models
  Jsonnet Apache-2.0 112 257 111 2 Updated Sep 10, 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 24 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