Top 18 kubeflow open source projects

Machine Learning Pipelines for Kubeflow

Machine Learning Toolkit for Kubernetes

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

Containers built to be used with Kubeflow for Data Science

🎱 A demonstration of existing machine learning toolkits on Kubernetes

Kubeflow pipelines built on top of Tensorflow TFX library

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

❄️ 🐳 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

Serverless Inferencing on Kubernetes

K3ai-core is the core library for the GO installer. Go installer will replace the current bash installer

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

A declarative KubeFlow Management Tool

Kubeflow blog based on fastpages

CartPole game by Reinforcement Learning, a journey from training to inference

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.

NitroML is a modular, portable, and scalable model-quality benchmarking framework for Machine Learning and Automated Machine Learning (AutoML) pipelines.

PipelineAI Kubeflow Distribution

JupyterLab extension to provide a Kubeflow specific left area for Notebooks deployment