kubeflow

There are 272 repositories under kubeflow topic.

  • kubeflow/kubeflow

    Machine Learning Toolkit for Kubernetes

    Language:TypeScript13.8k3643.9k2.3k
  • Production-Level-Deep-Learning

    alirezadir/Production-Level-Deep-Learning

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

    4.2k1643629

  • PipelineAI/pipeline

    PipelineAI

    Language:Jsonnet4.2k347254973

  • kubeflow/pipelines

    Machine Learning Pipelines for Kubeflow

    Language:Python3.5k1043.7k1.6k

  • kserve/kserve

    Standardized Serverless ML Inference Platform on Kubernetes

    Language:Python3.2k631.7k977
  • cube-studio

    tencentmusic/cube-studio

    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，大数据平台对接，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，边缘计算，serverless，标注平台，自动化标注，数据集管理，大模型微调，vllm大模型推理，llmops，私有知识库，AI模型应用商店，支持模型一键开发/推理/微调，支持国产cpu/gpu/npu芯片，支持RDMA，支持pytorch/tf/mxnet/deepspeed/paddle/colossalai/horovod/spark/ray/volcano分布式

    Language:Jupyter Notebook2.6k68141489

  • elyra-ai/elyra

    Elyra extends JupyterLab with an AI centric approach.

    Language:Python1.8k441.6k329

  • kubeflow/training-operator

    Distributed ML Training and Fine-Tuning on Kubernetes

    Language:Go1.5k86924649

  • kubeflow/katib

    Automated Machine Learning on Kubernetes

    Language:Go1.4k69902420

  • couler-proj/couler

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

    Language:Python891257286

  • kubeflow/arena

    A CLI for Kubeflow.

    Language:Go71153151175

  • kubeflow-kale/kale

    Kubeflow’s superfood for Data Scientists

    Language:Python62519166129

  • awslabs/data-on-eks

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

    Language:HCL52317187171

  • kubeflow/mpi-operator

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

    Language:Go40839270209
  • mlops-platforms

    thoughtworks/mlops-platforms

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

    37218928
  • distributed-ml-patterns

    terrytangyuan/distributed-ml-patterns

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

    Language:Python33612533

  • Azure/kubeflow-labs

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

    Language:Python290202396

  • deployKF/deployKF

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

    Language:Shell279123434

  • helmut-hoffer-von-ankershoffen/jetson

    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.

    Language:Python20520042
  • hongbomiao.com

    hongbo-miao/hongbomiao.com

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

    Language:HCL203639035
  • Kubernetes-Guide

    mikeroyal/Kubernetes-Guide

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

    Language:Go18810034
  • awesome-kubeflow

    terrytangyuan/awesome-kubeflow

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

    1838015

  • kubeflow/example-seldon

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

    Language:Jupyter Notebook172131758

  • Pythondeveloper6/Awesome-MLOPS

    All the available resources to master MLOPS from scratch

    1663024

  • kubeflow/kfp-tekton

    Kubeflow Pipelines on Tekton

    Language:TypeScript16417424114

  • aws-samples/machine-learning-using-k8s

    Train and Deploy Machine Learning Models on Kubernetes using Amazon EKS

    16282257

  • awslabs/kubeflow-manifests

    KubeFlow on AWS

    Language:YAML1558226117

  • kubeflow/community

    Information about the Kubeflow community including proposals and governance information.

    Language:Jsonnet15138288208

  • raptor-ml/raptor

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

    Language:Go143318311
  • KubeflowDojo

    IBM/KubeflowDojo

    Repository to hold code, instructions, demos and pointers to presentation assets for Kubeflow Dojo

    Language:Jupyter Notebook132171163

  • alauda/kubeflow-chart

    Kubeflow helm chart

    Language:Dockerfile130152624

  • riiid/krsh

    A declarative KubeFlow Management Tool

    Language:Python1301407

  • kleveross/klever

    Cloud Native ML/DL Platform

    12915420
  • k3ai

    k3ai/k3ai

    A lightweight tool to get an AI Infrastructure Stack up in minutes not days. K3ai will take care of setup K8s for You, deploy the AI tool of your choice and even run your code on it.

    Language:Go12344012

  • CognonicLabs/awesome-AI-kubernetes

    :snowflake: :whale: 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

    11612042

  • kf5i/k3ai

    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.

    Language:PowerShell1019010