Kubeflow

Repositories

• 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 41 39 41 (1 issue needs help) 3 Updated Nov 3, 2020

• website

  Kubeflow's public website
  HTML CC-BY-4.0 456 86 66 (1 issue needs help) 28 Updated Nov 3, 2020

• internal-acls

  Repository used to main group ACLs used by Kubeflow developers
  Go Apache-2.0 174 6 5 4 Updated Nov 3, 2020

• kubeflow

  Machine Learning Toolkit for Kubernetes

  kubernetes machine-learning jupyter notebook tensorflow ml minikube
  Jsonnet Apache-2.0 1,530 9,560 217 (4 issues need help) 32 Updated Nov 3, 2020

• pipelines

  Machine Learning Pipelines for Kubeflow
  Python Apache-2.0 716 1,834 285 (43 issues need help) 51 Updated Nov 3, 2020

• manifests

  A repository for Kustomize manifests
  Jsonnet Apache-2.0 262 123 57 (1 issue needs help) 27 Updated Nov 2, 2020

• kfserving

  Serverless Inferencing on Kubernetes

  machine-learning tensorflow sklearn pytorch artificial-intelligence xgboost hacktoberfest
  Jsonnet Apache-2.0 270 653 127 (5 issues need help) 21 Updated Nov 3, 2020

• testing

  Test infrastructure and tooling for Kubeflow.
  Jsonnet Apache-2.0 62 37 20 5 Updated Nov 2, 2020

• katib

  Repository for hyperparameter tuning
  Jsonnet Apache-2.0 219 848 117 (2 issues need help) 10 Updated Nov 2, 2020

• community

  Information about the Kubeflow community including proposals and governance information.

  kubeflow kubeflow-community
  Jsonnet Apache-2.0 155 87 17 7 Updated Nov 2, 2020

• kfctl

  kfctl is a CLI for deploying and managing Kubeflow
  Jsonnet Apache-2.0 120 78 81 (1 issue needs help) 8 Updated Nov 2, 2020

• metadata

  Repository for assets related to Metadata.
  TypeScript Apache-2.0 60 105 47 10 Updated Nov 2, 2020

• arena

  A CLI for Kubeflow.

  docker kubernetes deep-learning tensorflow kubeflow
  Go 119 455 43 6 Updated Nov 2, 2020

• gcp-blueprints

  Blueprints for Deploying Kubeflow on Google Cloud Platform and Anthos
  Makefile Apache-2.0 11 12 59 (1 issue needs help) 1 Updated Oct 30, 2020

• community-infra

  Declarative configurations for KF community infrastructure
  Go Apache-2.0 8 3 2 1 Updated Oct 29, 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 43 46 (3 issues need help) 4 Updated Oct 27, 2020

• pytorch-operator

  PyTorch on Kubernetes
  Jsonnet Apache-2.0 103 222 33 7 Updated Oct 28, 2020

• examples

  A repository to host extended examples and tutorials
  Jsonnet Apache-2.0 472 899 10 6 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 32 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-2.0 110 256 111 2 Updated Sep 11, 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