kubeflow

There are 18 repositories under kubeflow topic.

kubeflow / kubeflow
Machine Learning Toolkit for Kubernetes
google-kubernetes-engine jupyter kubeflow kubernetes machine-learning minikube ml notebook tensorflow
Language:TypeScript 15188
cube-studio
tencentmusic / cube-studio
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 inference mlops workflow ai pytorch spark argo kubeflow automl aihub gpt llmops notebook pipeline vgpu deepseek
Language:Python 4568
kserve / kserve
Standardized Distributed Generative and Predictive AI Inference Platform for Scalable, Multi-Framework Deployment on Kubernetes
knative machine-learning model-interpretability model-serving istio kubeflow artificial-intelligence tensorflow pytorch sklearn xgboost kubernetes k8s service-mesh kserve hacktoberfest mlops genai llm-inference
Language:Python 4542
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.
machine-learning deep-learning pipeline scalable-applications production-system tfx kubeflow artificial-intelligence ai practical-machine-learning deployment system-design
4518
PipelineAI / pipeline
PipelineAI
airflow artificial-intelligence cassandra docker gpu kafka keras kubeflow kubernetes machine-learning neural-network pipelineai pytorch redis scikit-learn spark tensorflow tfx
Language:Jsonnet 4171
kubeflow / pipelines
Machine Learning Pipelines for Kubeflow
data-science kubeflow kubeflow-pipelines kubernetes machine-learning mlops pipeline
Language:Python 3940
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 1960
kubeflow / trainer
Distributed AI Model Training and Fine-Tuning on Kubernetes
ai distributed fine-tuning gpu huggingface jax kubeflow kubernetes llm machine-learning mlops python pytorch tensorflow xgboost
Language:Python 1909
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:Python 1626
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 941
kubeflow / arena
A CLI for Kubeflow.
deep-learning docker kubeflow kubernetes tensorflow
Language:Go 764
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 734
kubeflow-kale / kale
Kubeflow’s superfood for Data Scientists
kubeflow kubeflow-pipelines jupyter-notebook machine-learning
Language:Python 632
kubeflow / mpi-operator
Kubernetes Operator for MPI-based applications (distributed training, HPC, etc.)
apache-mxnet distributed-computing horovod kubeflow kubernetes mpi pytorch tensorflow
Language:Go 495
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 453
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 424
mlops-platforms
thoughtworks / mlops-platforms
Compare MLOps Platforms. Breakdowns of SageMaker, VertexAI, AzureML, Dataiku, Databricks, h2o, kubeflow, mlflow...
mlops kubeflow mlflow sagemaker dataiku databricks h2oai azureml google-ai-platform knime machine-learning data-science datarobot pachyderm seldon iguazio
390
Pythondeveloper6 / Awesome-MLOPS
All the available resources to master MLOPS from scratch
automl aws-sagemaker azure-ml bentoml dagshub django docker dvc fastapi git gradio kubeflow mlflow mlops pycaret shape streamlit zenml
299
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 291
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 deep-learning devops kubeflow kubeflow-pipelines kubernetes machine-learning mlops workflow-orchestration data-pipelines data-science mle-pipelines
215
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 210
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 208
awslabs / kubeflow-manifests
KubeFlow on AWS
kubeflow eks kubernetes aws data-science mlops
Language:YAML 181
kubeflow / kfp-tekton
Kubeflow Pipelines on Tekton
dsl hacktoberfest kubeflow kubeflow-pipeline mlops python tekton tekton-pipelines
Language:TypeScript 180
kubeflow / community
Information about the Kubeflow community including proposals and governance information.
kubeflow kubeflow-community
Language:Jsonnet 179
kubeflow / example-seldon
Example for end-to-end machine learning on Kubernetes using Kubeflow and Seldon Core
ambassador argo kubeflow kubernetes machine-learning seldon-core
Language:Jupyter Notebook 174
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
164
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 153
alauda / kubeflow-chart
Kubeflow helm chart
helm-charts kubeflow kubernetes hacktoberfest mlops
Language:Dockerfile 144
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
135
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 135
kleveross / klever
Cloud Native ML/DL Platform
kubeflow kubernetes cloud-native machine-learning deep-learning ai-infra model-management
133
riiid / krsh
A declarative KubeFlow Management Tool
kubeflow krsh pipeline mlops kubernetes
Language:Python 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 125
canonical / bundle-kubeflow
Charmed Kubeflow
kubernetes juju kubeflow operator-framework operator bundle charmed-kubeflow
Language:Python 109
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