kubeflow

cube studio开源云原生一站式机器学习/深度学习/大模型AI平台，mlops算法链路全流程，算力租赁平台，notebook在线开发，拖拉拽任务流pipeline编排，多机多卡分布式训练，超参搜索，推理服务VGPU虚拟化，边缘计算，标注平台自动化标注，deepseek等大模型sft微调/奖励模型/强化学习训练，vllm/ollama/mindie大模型多机推理，私有知识库，AI模型市场，支持国产cpu/gpu/npu 昇腾生态，支持RDMA，支持pytorch/tf/mxnet/deepspeed/paddle/colossalai/horovod/ray/volcano等分布式

kubernetes workflow ai spark pipeline notebook inference pytorch argo gpt automl kubeflow mlops vgpu aihub llmops deepseek

UpdatedSep 15, 2025
Python

alirezadir /Production-Level-Deep-Learning

Star4.5k

A guideline for building practical production-level deep learning systems to be deployed in real world applications.

machine-learning ai deep-learning deployment pipeline artificial-intelligence scalable-applications system-design practical-machine-learning kubeflow tfx production-system

UpdatedJun 13, 2025

kubeflow /pipelines

Star4k

Machine Learning Pipelines for Kubeflow

kubernetes data-science machine-learning pipeline kubeflow mlops kubeflow-pipelines

UpdatedNov 5, 2025
Python

elyra-ai /elyra

Star2k

Elyra extends JupyterLab with an AI centric approach.

python docker machine-learning airflow binder ai anaconda pypi pipelines jupyterlab notebooks hacktoberfest apache-airflow jupyterlab-extensions kubeflow jupyterlab-extension notebook-jupyter kubeflow-pipelines elyra jupyterlab-notebooks

UpdatedOct 30, 2025
Python

kubeflow /trainer

Star2k

Distributed AI Model Training and Fine-Tuning on Kubernetes

python kubernetes machine-learning ai tensorflow gpu pytorch distributed xgboost fine-tuning kubeflow jax mlops huggingface llm

UpdatedNov 6, 2025
Go

kubeflow /katib

Star1.6k

Automated Machine Learning on Kubernetes

kubernetes machine-learning ai tensorflow scikit-learn pytorch hyperparameter-tuning automl neural-architecture-search kubeflow jax mlops huggingface llm

UpdatedNov 5, 2025
Python

couler-proj /couler

Star943

Unified Interface for Constructing and Managing Workflows on different workflow engines, such as Argo Workflows, Tekton Pipelines, and Apache Airflow.

python kubernetes machine-learning workflow-engine scheduler distributed-computing cloud-native workflow-management unified-interface workflow-automation unified-api apache-airflow kubeflow argo-workflows tekton-pipelines

UpdatedOct 8, 2024
Python

awslabs /data-on-eks

Star811

DoEKS is a tool to build, deploy and scale Data Platforms on Amazon EKS

kubernetes spark terraform ml jupyterhub ray kubeflow aws-eks eks mlflow

UpdatedOct 29, 2025
HCL

kubeflow /arena

Star798

A CLI for Kubeflow.

docker kubernetes deep-learning tensorflow kubeflow

UpdatedOct 28, 2025
Go

kubeflow-kale /kale

Star641

Kubeflow’s superfood for Data Scientists

machine-learning jupyter-notebook kubeflow kubeflow-pipelines

UpdatedNov 4, 2025
Python

kubeflow /mpi-operator

Star497

Kubernetes Operator for MPI-based applications (distributed training, HPC, etc.)

kubernetes tensorflow mpi distributed-computing pytorch horovod kubeflow apache-mxnet

UpdatedNov 4, 2025
Go

terrytangyuan /distributed-ml-patterns

Sponsor

Star470

Distributed Machine Learning Patterns from Manning Publications by Yuan Tanghttps://bit.ly/2RKv8Zo

python kubernetes devops distributed-systems data-science machine-learning book tensorflow cloud-computing argo cloud-native machine-learning-pipelines distributed-machine-learning kubeflow mlops large-scale-machine-learning argo-workflows manning-publications

UpdatedSep 22, 2025
Python

deployKF /deployKF

Star456

deployKF builds machine learning platforms on Kubernetes. We combine the best of Kubeflow, Airflow†, and MLflow† into a complete platform.

kubernetes machine-learning artificial-intelligence gitops kubeflow mlops argocd

UpdatedAug 3, 2024
Shell

thoughtworks /mlops-platforms

Star394

Compare MLOps Platforms. Breakdowns of SageMaker, VertexAI, AzureML, Dataiku, Databricks, h2o, kubeflow, mlflow...

data-science machine-learning knime pachyderm databricks datarobot azureml h2oai dataiku seldon iguazio sagemaker kubeflow mlops mlflow google-ai-platform

UpdatedNov 10, 2022

Pythondeveloper6 /Awesome-MLOPS

Star347

All the available resources to master MLOPS from scratch

git docker django shape gradio automl dvc kubeflow azure-ml mlops mlflow aws-sagemaker fastapi bentoml streamlit pycaret zenml dagshub

UpdatedMay 7, 2024

Azure /kubeflow-labs

Star291

👩‍🔬 Train and Serve TensorFlow Models at Scale with Kubernetes and Kubeflow on Azure

docker kubernetes machine-learning tensorflow jupyter-notebook jupyterhub tensorflow-serving distributed-tensorflow kubeflow

UpdatedNov 13, 2020
Python

terrytangyuan /awesome-kubeflow

Sponsor

Star217

A curated list of awesome projects and resources related to Kubeflow (a CNCF incubating project)

kubernetes devops data-science machine-learning awesome deep-learning cncf awesome-list cloud-native data-pipelines awesome-lists kubeflow mlops kubeflow-pipelines workflow-orchestration mle-pipelines

UpdatedNov 2, 2025

mikeroyal /Kubernetes-Guide

Star211

Kubernetes Guide. Learn all about Kubernetes monitoring, networking, and containers. Whether you're running Kubernetes Locally or in the Cloud ( Azure, AWS, and GCP).

kubernetes rancher kubernetes-cluster cloud-computing gke minikube k8s kubernetes-setup kubectl kubernetes-monitoring kubernetes-operator kubeadm kubernetes-deployment kubernetes-controller awesome-lists istio kubeflow thanos k3s wsl2

UpdatedJan 4, 2024
Go

Improve this page

Add a description, image, and links to thekubeflow topic page so that developers can more easily learn about it.

Curate this topic

Add this topic to your repo

To associate your repository with thekubeflow topic, visit your repo's landing page and select "manage topics."

Learn more

Movatterモバイル変換

Navigation Menu

Search code, repositories, users, issues, pull requests...

Provide feedback

Saved searches

Use saved searches to filter your results more quickly