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Search results for kubernetes kubeflow

66 search results found

Kubeflow ⭐ 13,364

Machine Learning Toolkit for Kubernetes

Pipeline ⭐ 4,158

Pipelines ⭐ 3,368

Machine Learning Pipelines for Kubeflow

Kserve ⭐ 3,035

Standardized Serverless ML Inference Platform on Kubernetes

Cube Studio ⭐ 1,710

cube studio开源云原生一站式机器学习/深度学习AI平台，支持sso登录，多租户/多项目组，数据资产对

Training Operator ⭐ 1,447

Distributed ML Training and Fine-Tuning on Kubernetes

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

A CLI for Kubeflow.

Data On Eks ⭐ 439

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

Mpi Operator ⭐ 373

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

Distributed Ml Patterns ⭐ 270

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

Kubeflow Labs ⭐ 257

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

Hongbomiao.com ⭐ 194

A personal research and development (R&D) lab that facilitates the sharing of knowledge.

Deploykf ⭐ 186

deployKF builds world-class data and machine learning platforms on any Kubernetes cluster, in any cloud or environment.

Kubernetes Guide ⭐ 182

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

Awesome Kubeflow ⭐ 169

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

Example Seldon ⭐ 166

Example for end-to-end machine learning on Kubernetes using Kubeflow and Seldon Core

Transform your pythonic research to an artifact that engineers can deploy easily.

Kubeflow Manifests ⭐ 134

KubeFlow on AWS

Machine Learning Using K8s ⭐ 121

Train and Deploy Machine Learning Models on Kubernetes using Amazon EKS

Helmut Hoffer von Ankershoffen experimenting with arm64 based NVIDIA Jetson (Nano and AGX Xavier) edge devices running Kubernetes (K8s) for machine learning (ML) including Jupyter Notebooks, TensorFlow Training and TensorFlow Serving using CUDA for smart IoT.

K3ai is a lightweight, fully automated, AI infrastructure-in-a-box solution that allows anyone to experiment quickly with Kubeflow pipelines. K3ai is perfect for anything from Edge to laptops.

Kubeflow Chart ⭐ 91

Kubeflow helm chart

Bundle Kubeflow ⭐ 89

Charmed Kubeflow

Tf Serving K8s Tutorial ⭐ 74

A Tutorial for Serving Tensorflow Models using Kubernetes

Polyaxon Examples ⭐ 65

Code for tutorials and examples

Awesome Ai Kubernetes ⭐ 62

❄️ 🐳 Awesome tools and libs for AI, Deep Learning, Machine Learning, Computer Vision, Data Science, Data Analytics and Cognitive Computing that are baked in the oven to be Native on Kubernetes and Docker with Python, R, Scala, Java, C#, Go, Julia, C++ etc

A declarative KubeFlow Management Tool

Code Intelligence ⭐ 55

ML-Powered Developer Tools, using Kubeflow

🎱 A demonstration of existing machine learning toolkits on Kubernetes

Flink On Azure ⭐ 44

Examples of Flink on Azure

Soopervisor ⭐ 42

☁️ Export Ploomber pipelines to Kubernetes (Argo), Airflow, AWS Batch, SLURM, and Kubeflow.

Sak Kubeflow ⭐ 36

🚀 Deploy Kubeflow on AWS EKS with Terraform 🤖

Aws Kubeflow ⭐ 32

A guideline for basic use and installation of kubeflow in AWS.

👩‍🔬[Experimental] Easily train and serve ML models on Kubernetes, directly from your python code.

Kubeflow Data Science On Steroids ⭐ 30

The blog post about Kubeflow, including all materials

Kubeflow Spark ⭐ 26

Orchestrate Spark Jobs from Kubeflow Pipelines and poll for the status.

Fast Kubeflow ⭐ 25

This repo covers Kubeflow Environment with LABs: Kubeflow GUI, Jupyter Notebooks on pods, Kubeflow Pipelines, Experiments, KALE, KATIB (AutoML: Hyperparameter Tuning), KFServe (Model Serving), Training Operators (Distributed Training), Projects, etc.

Aaw Kubeflow Containers ⭐ 23

Containers built to be used with Kubeflow for Data Science

Vodascheduler ⭐ 23

GPU scheduler for elastic/distributed deep learning workloads in Kubernetes cluster

Fl Suite ⭐ 21

Federated Learning Suite

Kubeflow blog based on fastpages

Tfx Kubeflow Pipelines ⭐ 15

Kubeflow pipelines built on top of Tensorflow TFX library

Kubeflow Installation On Windows 10 ⭐ 15

Kubeflow installation on windows 10/11

Cloud Native ML/DL Platform

Jupyter Apis ⭐ 13

A Golang replacement for the Kubeflow Jupyter Web APIs / Un remplacement Golang pour les API de Web de Jupyter, partie de Kubeflow

Aaw Kubeflow Mlops ⭐ 12

Kubeflow MLOps pipeline using GitHub Actions

Aws Do Kubeflow ⭐ 12

A do-framework project to simplify deployment of Kubeflow on AWS

Terraform Kustomization Kubeflow ⭐ 11

A Terraform module for running Kubeflow on a kubernetes cluster.

Open space for Machine Learning is an open source platform for automated machine learning. The goal is to enable non-experts to solve every day problems with AI. It automates all steps on the way to the finished AI model with the help of an intuitive UI/UX.

Learn K8s From Scratch ⭐ 9

主要是记录从头开始搭建k8s集群，以及使用k8s来进行开发的过程。

Kubeflow For Poets ⭐ 9

Kubeflow for Poets: A Guide to Containerization of the Machine Learning Production Pipeline

Notebooks ⭐ 9

Notebook images for ODH

Kubeflow Gke Docs ⭐ 7

Documentation for Kubeflow on Google Cloud

Tfx Nvidia Gpu ⭐ 7

Tensorflow TFX container image with NVIDIA drivers

Got Image Classification ⭐ 7

Demo: End to end Machine Learning on Kubernetes

Aaw Kubeflow Manifests ⭐ 7

Kustomize installation manifests for Kubeflow

Kubeflow Deploy ⭐ 6

Instructions for deploying Kubeflow on EKS and minikube

Stack Ml Eks ⭐ 6

Customizable GitOps template for Kubeflow on AWS EKS

Kubego Notebooks ⭐ 6

Fast and easy Jupyter notebooks

Aaw Kubeflow Profiles Controller ⭐ 6

Profiles controller for the fine grained control of Kubeflow

Qtensorflow ⭐ 6

👾 𝗾𝘂𝗮𝗻𝘁𝘂𝗺 𝘁𝗲𝗻𝘀𝗼𝗿𝗳𝗹𝗼𝘄 𝗺𝗮𝗰𝗵𝗶𝗻𝗲 𝗹𝗲𝗮𝗿𝗻𝗶𝗻𝗴 𝗱𝗲𝗽𝗹𝗼𝘆𝗺𝗲𝗻𝘁 𝗶𝗻 𝗸𝟴𝘀

Crd Validation ⭐ 6

Validation Generation for Kubeflow CRD on Kubernetes

Awesome Mlops Course Outline ⭐ 5

Awesome MLOps Course Outline

Argoflow Gcp ⭐ 5

Argoflow-GCP has been superseded by deployKF

Kubernetes For Machine Learning ⭐ 5

MLOps with Kubernetes: Harnessing GPU Power. Hands-on concepts including NVIDIA GPUs, Microk8s, and Kubeflow.

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