Marvin Buss's repositories
ExplainableML-Vision
This repository introduces different Explainable AI approaches and demonstrates how they can be implemented with PyTorch and torchvision. Used approaches are Class Activation Mappings, LIMA and SHapley Additive exPlanations.
mlflow-on-azure
Project to deploy MLflow Tracking Server on an Azure Web App for Containers (Linux).
PurviewAutomation
Event-Driven Onboarding, Scanning and Classification of Data Sources and Setup of Lineage to Azure Purview.
OpenAI-MLOps
MLOps for Azure Open AI.
SqlDwDeployment
SQL Data Warehouse Deployment Automation using SDK-style database projects, VS database projects and sqlpackage
enterprise-ml
Enterprise Template Machine Learning Ops Template
Terraform-LandingZones
Deployment of Landing Zone Platform using the CAF Terraform module
azure-ai-ml
Repository to showcase how to implement enterprise ready ML & AI use-cases on Azure.
cloud-adoption-framework
Cloud Adoption Framework
Enterprise-Scale
The Enterprise-Scale architecture provides prescriptive guidance coupled with Azure best practices, and it follows design principles across the critical design areas for organizations to define their Azure architecture
LakeDatabaseConverter
Converter to convert Erwin or ER Studio models into Lake Database model
aml-docker
Docker image with pre-installed Azure ML Python SDK.
azure-docs
Open source documentation of Microsoft Azure
azure-quickstart-templates
Azure Quickstart Templates
Azure_Packer_Templates
Packer templates for Azure GPU skus (e.g ND40rs_v2 and NC24rs_v3)
Databricks.API.PowerShell
PowerShell wrapper for the Databricks API
mlops-enterprise-template
This repo demonstrates GitHub actions to build and deploy your ML application
PL-DNS-Proxy
NGINX DNS Proxy
PowerShell-Docs
The official PowerShell documentation sources
terraform
Source code for the Azure Marketplace Terraform development VM package.