kubeflow

There are 17 repositories under kubeflow topic.

kubeflow / kubeflow
Machine Learning Toolkit for Kubernetes
ml kubernetes minikube tensorflow notebook google-kubernetes-engine jupyter machine-learning kubeflow
Language:TypeScript 13730
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.
ai artificial-intelligence deep-learning deployment kubeflow machine-learning pipeline practical-machine-learning production-system scalable-applications system-design tfx
4212
PipelineAI / pipeline
PipelineAI
machine-learning artificial-intelligence tensorflow kubernetes cassandra spark kafka airflow docker redis neural-network gpu pipelineai tfx keras kubeflow pytorch scikit-learn
Language:Jsonnet 4160
kubeflow / pipelines
Machine Learning Pipelines for Kubeflow
data-science kubeflow kubeflow-pipelines kubernetes machine-learning mlops pipeline
Language:Python 3454
kserve / kserve
Standardized Serverless ML Inference Platform on Kubernetes
knative machine-learning model-interpretability model-serving istio kubeflow kubeflow-pipelines artificial-intelligence tensorflow pytorch sklearn xgboost kubernetes k8s service-mesh kserve hacktoberfest mlops mlops-community hacktoberfest2023
Language:Python 3095
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
kubernetes inference mlops workflow ai pytorch spark argo kubeflow automl aihub gpt llmops notebook pipeline vgpu
Language:Jupyter Notebook 2531
elyra-ai / elyra
Elyra extends JupyterLab with an AI centric approach.
notebooks notebook-jupyter jupyterlab jupyterlab-extensions ai machine-learning pipelines kubeflow-pipelines python elyra binder jupyterlab-notebooks kubeflow hacktoberfest jupyterlab-extension anaconda pypi docker apache-airflow airflow
Language:Python 1779
kubeflow / training-operator
Distributed ML Training and Fine-Tuning on Kubernetes
ai distributed fine-tuning gpu huggingface jax kubeflow kubernetes llm machine-learning mlops python pytorch tensorflow xgboost
Language:Go 1460
kubeflow / katib
Automated Machine Learning on Kubernetes
ai automl huggingface hyperparameter-tuning jax kubeflow kubernetes llm machine-learning mlops neural-architecture-search pytorch scikit-learn tensorflow
Language:Go 1431
couler-proj / couler
Unified Interface for Constructing and Managing Workflows on different workflow engines, such as Argo Workflows, Tekton Pipelines, and Apache Airflow.
cloud-native workflow-management machine-learning distributed-computing kubernetes workflow-engine argo-workflows tekton-pipelines apache-airflow unified-interface unified-api scheduler workflow-automation kubeflow python
Language:Python 890
kubeflow / arena
A CLI for Kubeflow.
deep-learning docker kubeflow kubernetes tensorflow
Language:Go 709
kubeflow-kale / kale
Kubeflow’s superfood for Data Scientists
jupyter-notebook kubeflow kubeflow-pipelines machine-learning
Language:Python 624
awslabs / data-on-eks
DoEKS is a tool to build, deploy and scale Data & ML Platforms on Amazon EKS
aws-eks eks jupyterhub kubeflow kubernetes ml mlflow ray spark terraform
Language:HCL 511
kubeflow / mpi-operator
Kubernetes Operator for MPI-based applications (distributed training, HPC, etc.)
mpi horovod kubeflow tensorflow pytorch apache-mxnet distributed-computing kubernetes
Language:Go 401
mlops-platforms
thoughtworks / mlops-platforms
Compare MLOps Platforms. Breakdowns of SageMaker, VertexAI, AzureML, Dataiku, Databricks, h2o, kubeflow, mlflow...
azureml data-science databricks dataiku datarobot google-ai-platform h2oai iguazio knime kubeflow machine-learning mlflow mlops pachyderm sagemaker seldon
369
distributed-ml-patterns
terrytangyuan / distributed-ml-patterns
Distributed Machine Learning Patterns from Manning Publications by Yuan Tang https://bit.ly/2RKv8Zo
machine-learning distributed-systems cloud-computing cloud-native distributed-machine-learning large-scale-machine-learning python tensorflow kubernetes argo-workflows kubeflow machine-learning-pipelines manning-publications book data-science devops mlops argo
Language:Python 326
Azure / kubeflow-labs
👩‍🔬 Train and Serve TensorFlow Models at Scale with Kubernetes and Kubeflow on Azure
kubernetes kubeflow machine-learning tensorflow tensorflow-serving distributed-tensorflow docker jupyter-notebook jupyterhub
Language:Python 290
deployKF / deployKF
deployKF builds machine learning platforms on Kubernetes. We combine the best of Kubeflow, Airflow†, and MLflow† into a complete platform.
argocd artificial-intelligence gitops kubeflow kubernetes machine-learning mlops
Language:Shell 271
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.
ansible k8s ml kubernetes cuda skaffold kustomize jupyter machine-learning smart-iot docker edge-devices tensorflow-serving nvidia-jetson-xavier nvidia-jetson-nano archiconda virtualbox kubeflow hoffer-von-ankershoffen software-engineering
Language:Python 205
hongbomiao.com
hongbo-miao / hongbomiao.com
A personal research and development (R&D) lab that facilitates the sharing of knowledge.
graphql distributed-tracing kubernetes neural-network pytorch service-mesh cloud-native continuous-machine-learning infrastructure-as-code mlops freertos embedded matlab bigquery robot-operating-system kubeflow veristand national-instruments aerospace high-performance-computing
Language:HCL 202
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).
kubernetes k8s kubernetes-cluster kubernetes-controller kubernetes-operator kubernetes-deployment kubernetes-setup kubeadm kubectl kubernetes-monitoring rancher k3s cloud-computing istio minikube gke kubeflow awesome-lists thanos wsl2
Language:Go 188
awesome-kubeflow
terrytangyuan / awesome-kubeflow
A curated list of awesome projects and resources related to Kubeflow (a CNCF incubating project)
awesome awesome-list awesome-lists cloud-native cncf data-pipelines data-science deep-learning devops kubeflow kubeflow-pipelines kubernetes machine-learning mle-pipelines mlops workflow-orchestration
182
kubeflow / example-seldon
Example for end-to-end machine learning on Kubernetes using Kubeflow and Seldon Core
machine-learning kubernetes seldon-core kubeflow argo ambassador
Language:Jupyter Notebook 172
kubeflow / kfp-tekton
Kubeflow Pipelines on Tekton
kubeflow-pipeline tekton tekton-pipelines mlops kubeflow python dsl hacktoberfest
Language:TypeScript 163
Pythondeveloper6 / Awesome-MLOPS
All the available resources to master MLOPS from scratch
aws-sagemaker azure-ml dagshub dvc git kubeflow mlflow zenml automl pycaret bentoml docker fastapi mlops gradio shape streamlit django
163
aws-samples / machine-learning-using-k8s
Train and Deploy Machine Learning Models on Kubernetes using Amazon EKS
machine-learning tensorflow kubeflow mxnet jupyter keras amazon-web-services eks amazon kubernetes
162
awslabs / kubeflow-manifests
KubeFlow on AWS
aws data-science eks kubeflow kubernetes mlops
Language:YAML 155
kubeflow / community
Information about the Kubeflow community including proposals and governance information.
kubeflow kubeflow-community
Language:Jsonnet 152
raptor-ml / raptor
Transform your pythonic research to an artifact that engineers can deploy easily.
ai-infra data-engineering data-science dataops feature-engineering feature-extraction feature-platform featurestore kubeflow kubernetes machine-learning ml mlops model-deployment production raptor raptor-ml reactive-ml
Language:Go 143
KubeflowDojo
IBM / KubeflowDojo
Repository to hold code, instructions, demos and pointers to presentation assets for Kubeflow Dojo
kubeflow kubeflow-dojo kubeflow-pipelines kfserving training operators
Language:Jupyter Notebook 132
alauda / kubeflow-chart
Kubeflow helm chart
helm-charts kubeflow kubernetes hacktoberfest mlops
Language:Dockerfile 130
riiid / krsh
A declarative KubeFlow Management Tool
krsh kubeflow kubernetes mlops pipeline
Language:Python 130
kleveross / klever
Cloud Native ML/DL Platform
kubeflow kubernetes cloud-native machine-learning deep-learning ai-infra model-management
129
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.
machine-learning datascience mlops devops artificial-intelligence infrastructure-as-code notebooks mlflow airflow kubeflow
Language:Go 122
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
kubernetes kubernetes-ai kubernetes-ml ai ml data-science kubernetes-data-science docker analytics kubernetes-analytics cognitive-science python-ml big-data scala spark spark-kubernetes spark-ml kubeflow seldon-core pachyderm
115
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.
kubeflow-pipelines kubernetes k3s machinelearning datascience artificial-intelligence edge kubeflow inference-server
Language:PowerShell 101