santiagxf / mlflow-deployments
Source code for the post Effortless deployments with MLFlow, showcasing how logging models using MLFLow can provide you want to easily deploy them in production later.
☆16Updated last year
Alternatives and similar repositories for mlflow-deployments:
Users that are interested in mlflow-deployments are comparing it to the libraries listed below
- Managing Data and Model Drift with Azure Machine Learning☆43Updated 2 years ago
- Modular and minimalistic MLOps recipes☆70Updated 5 years ago
- Prescriptive MLOps scenarios for building, deploying and monitoring machine learning models with Azure Machine Learning.☆15Updated last year
- Create a fully automated, end-to-end IRIS Training and Deployment using Azure MLOps☆63Updated 3 years ago
- This repository contains sample code, which is used for a MLOps Workshop☆26Updated last year
- MLOps maturity assessment☆60Updated last year
- Guided accelerator consolidating best practice patterns, IaaC and AML code artefacts to provide a reference approach to implementing MLOp…☆47Updated last year
- Tuning the Finetuning: An exploration of achieving success with QLoRA☆43Updated 10 months ago
- 🐍 Material for PyData Global 2021 Presentation: Effective Testing for Machine Learning Projects☆81Updated 3 years ago
- Capturing model drift and handling its response - Example webinar☆108Updated 5 years ago
- Deploy A/B testing infrastructure in a containerized microservice architecture for Machine Learning applications.☆40Updated 2 months ago
- Samples 2023☆41Updated last year
- MLOps using Azure Databricks, Azure DevOps and Azure ML Services☆56Updated 3 years ago
- Azure plugins for Feast (FEAture STore)☆82Updated last year
- Example repo to kickstart integration with mlflow recipes.☆44Updated last month
- Azure MLOps (v2) solution accelerators. Enterprise ready templates to deploy your machine learning models on the Azure Platform.☆71Updated last year
- ML Ops Accelerator: Databricks & Azure Machine Learning Unification☆72Updated 7 months ago
- Providing tools and templates to facilitate modern MLOps practices☆82Updated 7 months ago
- ☆27Updated 2 years ago
- ☆39Updated 3 years ago
- Demo repository implementing an end-to-end MLOps workflow on Databricks, using Azure DevOps for CICD orchestration. Project derived from …☆29Updated 2 years ago
- A workshop for doing MLOps on Azure Machine Learning☆35Updated 2 years ago
- This repository is to host template for calculating ROI on Artificial Intelligence projects☆44Updated 5 years ago
- Turning AML compute into Ray cluster☆77Updated 2 years ago
- ☆29Updated 7 months ago
- Running load tests on a FastAPI application using Locust☆13Updated this week
- ☆18Updated 3 months ago
- ☆14Updated last year
- ☆23Updated 9 months ago
- Azure Databricks MLOps sample for Python based source code using MLflow without using MLflow Project.☆84Updated last week