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https://github.com/kubeflow/kubeflow
Machine Learning Toolkit for Kubernetes
https://github.com/kubeflow/kubeflow
google-kubernetes-engine jupyter kubeflow kubernetes machine-learning minikube ml notebook tensorflow
Last synced: 26 days ago
JSON representation
Machine Learning Toolkit for Kubernetes
- Host: GitHub
- URL: https://github.com/kubeflow/kubeflow
- Owner: kubeflow
- License: apache-2.0
- Created: 2017-11-30T18:44:19.000Z (over 6 years ago)
- Default Branch: master
- Last Pushed: 2024-04-11T05:22:41.000Z (about 2 months ago)
- Last Synced: 2024-04-14T17:44:36.319Z (about 2 months ago)
- Topics: google-kubernetes-engine, jupyter, kubeflow, kubernetes, machine-learning, minikube, ml, notebook, tensorflow
- Language: TypeScript
- Homepage:
- Size: 313 MB
- Stars: 13,634
- Watchers: 365
- Forks: 2,285
- Open Issues: 448
-
Metadata Files:
- Readme: README.md
- Changelog: CHANGELOG.md
- Contributing: CONTRIBUTING.md
- License: LICENSE
- Security: security/OWNERS
- Roadmap: ROADMAP.md
Lists
- awesome-eks - Kubeflow
- awesome-robotic-tooling - kubeflow - Machine Learning Toolkit for Kubernetes. (Operation System / Server Infrastructure and High Performance Computing)
- awesome-stars - kubeflow/kubeflow - Machine Learning Toolkit for Kubernetes (TypeScript)
- my-awesome-stars - kubeflow/kubeflow - Machine Learning Toolkit for Kubernetes (Jsonnet)
- awesome-cloud-native - kubeflow - Machine Learning Toolkit for Kubernetes. (AI)
- awesome-k8s-resources - Kubeflow - Kubeflow is a Cloud Native platform for machine learning based on Google’s internal machine learning pipelines. (Tools and Libraries / Data Processing and Machine Learning)
- awesome-tensorflow - Kubeflow - Framework for easily using Tensorflow with Kubernetes. (Models/Projects)
- awesome-stars - kubeflow
- awesome-kubeflow - Kubeflow Main Repository - end to access major components of Kubeflow. (Ecosystem Projects)
- awesome-stars - kubeflow/kubeflow - Machine Learning Toolkit for Kubernetes (TypeScript)
- awesome-stars - kubeflow
- Awesome-AIML-Data-Ops - Kubeflow - A cloud native platform for machine learning based on Google’s internal machine learning pipelines. (Model Training Orchestration)
- awesome - Kubeflow
- awesome-stars - kubeflow
- awesome-robotic-tooling - kubeflow - Machine Learning Toolkit for Kubernetes (Interaction / High Performance Computing)
- awesome-stars - kubeflow/kubeflow - Machine Learning Toolkit for Kubernetes (TypeScript)
- awesome_k8s_resources - Kubeflow - Kubeflow is a Cloud Native platform for machine learning based on Google’s internal machine learning pipelines. (Tools and Libraries / Data Processing and Machine Learning)
- awesome - kubeflow - Machine Learning Toolkit for Kubernetes (Jsonnet)
- awesome-from-stars - kubeflow/kubeflow
- awesome-robotic-tooling - kubeflow - Machine Learning Toolkit for Kubernetes. (Operation System / Server Infrastructure and High Performance Computing)
- awesome-tensorflow - Kubeflow - Framework for easily using Tensorflow with Kubernetes. (Models/Projects)
- awesome - kubeflow - Machine Learning Toolkit for Kubernetes (Jsonnet)
- awesome-stars - kubeflow/kubeflow
- awesome-stars - kubeflow/kubeflow - Machine Learning Toolkit for Kubernetes (TypeScript)
- awesome-stars - kubeflow
- awesome-stars - kubeflow/kubeflow - Machine Learning Toolkit for Kubernetes (Jsonnet)
- my-awesome-stars - kubeflow/kubeflow - Machine Learning Toolkit for Kubernetes (TypeScript)
- awesome-stars - kubeflow/kubeflow - Machine Learning Toolkit for Kubernetes (TypeScript)
- awesome-stars - kubeflow/kubeflow - Machine Learning Toolkit for Kubernetes (TypeScript)
- my-awesome - kubeflow/kubeflow - kubernetes-engine,jupyter,kubeflow,kubernetes,machine-learning,minikube,ml,notebook,tensorflow pushed_at:2024-05 star:13.8k fork:2.3k Machine Learning Toolkit for Kubernetes (TypeScript)
- awesome - kubeflow - Machine Learning Toolkit for Kubernetes (Jsonnet)
- awesome-machine-learning-engineering - kubeflow
- awesome-starts - kubeflow/kubeflow - Machine Learning Toolkit for Kubernetes (Jsonnet)
- awesome-stars - kubeflow/kubeflow - Machine Learning Toolkit for Kubernetes (TypeScript)
- awesome-ai-infra - kubeflow: Machine Learning Toolkit for Kubernetes
- awesome-python-data-science - kubeflow - Machine Learning Toolkit for Kubernetes. (Deployment / Ranking/Recommender)
- awesome-stars - kubeflow
- awesome-starred - kubeflow/kubeflow - Machine Learning Toolkit for Kubernetes (tensorflow)
- awesome-tensorflow - Kubeflow - Framework for easily using Tensorflow with Kubernetes. (Models/Projects)
- awesome-stars - kubeflow/kubeflow - Machine Learning Toolkit for Kubernetes (TypeScript)
- artsz-awesome - kubeflow/kubeflow - Machine Learning Toolkit for Kubernetes (Jsonnet)
- awesome-starts - kubeflow/kubeflow - Machine Learning Toolkit for Kubernetes (TypeScript)
- awesome-stars - kubeflow/kubeflow - Machine Learning Toolkit for Kubernetes (TypeScript)
- awesome-stars - kubeflow
- awesome-projects - kubeflow - Machine Learning Toolkit for Kubernetes (Jsonnet)
- awesome-stars - kubeflow - Machine Learning Toolkit for Kubernetes (Jsonnet)
- awesome-production-machine-learning - Kubeflow - A cloud native platform for machine learning based on Google’s internal machine learning pipelines. (Model Training Orchestration)
- awesome-open-source-mlops - Kubeflow - Machine Learning Toolkit for Kubernetes. (ML Platforms)
- awesome-tensorflow - Kubeflow - Framework for easily using Tensorflow with Kubernetes. (Models/Projects)
- awesome-llmops - Kubeflow - square) | (Large Scale Deployment / ML Platforms)
- awesome-stars - kubeflow - Machine Learning Toolkit for Kubernetes (Jsonnet)
- awesome-list - Kubeflow - Machine Learning Toolkit for Kubernetes. (Deep Learning Framework / Deployment & Distribution)
- Awesome-LLMOps - Kubeflow - Machine Learning Toolkit for Kubernetes. (ML Platforms)
- awesome-stars - kubeflow/kubeflow - Machine Learning Toolkit for Kubernetes (TypeScript)
- awesome-production-machine-learning - Kubeflow - A cloud native platform for machine learning based on Google’s internal machine learning pipelines. (Model Deployment and Orchestration Frameworks)
- awesome-stars - kubeflow/kubeflow - Machine Learning Toolkit for Kubernetes (TypeScript)
- awesome-production-machine-learning - Kubeflow - A cloud native platform for machine learning based on Google’s internal machine learning pipelines. (Model Training Orchestration)
- awesome-stars - kubeflow/kubeflow - Machine Learning Toolkit for Kubernetes (tensorflow)
README
Kubeflow the cloud-native platform for machine learning operations - pipelines, training and deployment.
---
## Documentation
Please refer to the official docs at [kubeflow.org](http://kubeflow.org).
## Working Groups
The Kubeflow community is organized into working groups (WGs) with associated repositories, that focus on specific pieces of the ML platform.
* [AutoML](https://github.com/kubeflow/community/tree/master/wg-automl)
* [Deployment](https://github.com/kubeflow/community/tree/master/wg-deployment)
* [Manifests](https://github.com/kubeflow/community/tree/master/wg-manifests)
* [Notebooks](https://github.com/kubeflow/community/tree/master/wg-notebooks)
* [Pipelines](https://github.com/kubeflow/community/tree/master/wg-pipelines)
* [Serving](https://github.com/kubeflow/community/tree/master/wg-serving)
* [Training](https://github.com/kubeflow/community/tree/master/wg-training)
## Quick Links
* [PR Dashboard](https://k8s-gubernator.appspot.com/pr)
## Get Involved
Please refer to the [Community](https://www.kubeflow.org/docs/about/community/) page.