A comprehensive Python package template to kickstart and standardize your MLOps initiatives and data pipelines.

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

A work in progress to build out solutions in Rust for MLOPs

mlops template

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

[DEPRECATED] Demo repository implementing an end-to-end MLOps workflow on Databricks. Project derived from dbx basic python template

Providing tools and templates to facilitate modern MLOps practices

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

MLOps Cookiecutter Template: A Base Project Structure for Secure Production ML Engineering

This is the code repository for the AI project template. The idea of this template is to have a code framework prepared for any AI/ML/MLOps/LLMOps project

This repo demonstrates GitHub actions to build and deploy your ML application

A template for end-to-end MLOps style model deployment in R

Demo repository implementing an end-to-end MLOps workflow on Databricks, using Azure DevOps for CICD orchestration. Project derived from dbx basic python template

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🍪 Cookiecutter template for MLOps Project. Based on: https://mlops-guide.github.io/

This is the MLOps Github template.

Generic repository template for small scale MLOps

Quickstart template as a fork on TDSP (https://github.com/Azure/Azure-TDSP-ProjectTemplate), extending the template with a suggested structure for operationalization using Azure. Includes ARM templates as IaC for resource deployment, template build and release pipelines to enable model CI/CD, template code for working with Azure ML.

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PyTorch Lightning + Hydra. + Timm: A very user-friendly template for rapid and reproducible MLOps with best practices. ⚡🔥⚡

A Template for MLOps on Google Cloud Vertex AI

A template implementation for MLops using the Azure ML Python SDK version 2

A copier template repository for a e2e batch ZenML MLOps pipeline.

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Enterprise Scale AI Factory: AI Ready landingzones automation and DataOps, MLOps, GenAIOps templates

A template that shows how to setup MLOps in Azure AI Search using pull approach

Model that classifies the news as Fake or Real and a complete MlOps Template for machine learning projects.

This repository contains an end-to-end implementation of a multi-class image classification model. The model is trained with PyTorch on Azure ML, leveraging Azure ML's MLOps capabilities.

Showcase a demo-template for managing a MLOps project by considering code collaboration, repository architecture, continuos integration, continuos development and deployment by implementing Google Cloud services and products.