MLRun is an open source MLOps platform for quickly building and managing continuous ML applications across their lifecycle. MLRun integrates into your development and CI/CD environment and automates the delivery of production data, ML pipelines, and online applications.

Azure MLOps (v2) solution accelerators. Enterprise ready templates to deploy your machine learning models on the Azure Platform.

open-source MLOps platform

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

MLOps Platform

an MLOps/LLMOps platform

MLModelCI is a complete MLOps platform for managing, converting, profiling, and deploying MLaaS (Machine Learning-as-a-Service), bridging the gap between current ML training and serving systems.

LUML is an open-source MLOps/LLMOps platform, allowing to build and deploy AI/ML models in a matter of minutes.

FedGraphNN: A Federated Learning Platform for Graph Neural Networks with MLOps Support. The previous research version is accepted to ICLR'2021 - DPML and MLSys'21 - GNNSys workshops.

Azure MLOps (v2) solution accelerators. Enterprise ready templates to deploy your machine learning models on the Azure Platform.

Get your MLOps (Level 1) platform started and going fast.

MLOps simplified. One-stop AI delivery platform, all the features you need.

ForML - A development framework and MLOps platform for the lifecycle management of data science projects

A MLOps platform using prefect, mlflow, FastAPI, Prometheus/Grafana und streamlit

Azure MLOps (v2) solution accelerators. Enterprise ready templates to deploy your machine learning models on the Azure Platform.

Ultimate AWS Data & AI Platform: Real-time flight delay predictions with complete DE, DS, MLOps, Web App & Multi-Agent LLM - All deployed via CDK self-mutating pipelines

A curated list of awesome tools, frameworks, platforms, and resources for building scalable and efficient AI infrastructure, including distributed training, model serving, MLOps, and deployment.

Secure and scalable MLOps platform on AWS using Terraform.

MLOps Platform for MLOps Crash Course

OSS MLOps Platform

A curated list of awesome open source and commercial MLOps platforms 🚀

MLOps platform powered by Kubeflow

Python library for Modzy Machine Learning Operations (MLOps) Platform

:trophy: Real-World AI/ML Ecosystem | Enterprise AI Platform Recipe | Custom MLOPS

End-to-End deployment of E-commerce customers segmentation using Clustering Machine learning algorithms in Google Cloud Platform and MLOps Tools

Python implementation of Modzy MLOps Platform model container v2 specification

Legacy CM repository with a collection of portable, reusable and cross-platform CM automations for MLOps and MLPerf to simplify the process of building, benchmarking and optimizing AI systems across diverse models, data sets, software and hardware

A production-ready MLOps pipeline for real-time item purchase prediction on mobile e-commerce platforms. Built with modern ML infrastructure including feature stores, experiment tracking, orchestration, and observability.

A Datasette plugin providing an MLOps platform to train, eval and predict machine learning models

MLOps | Machine Learning Operations Specialization from Duke University : acquiring critical MLOps skills, including the use of Python and Rust, utilizing GitHub Copilot to enhance productivity, and leveraging platforms like Amazon SageMaker, Azure ML, and MLflow.