# Microsoft Recommenders Projects at AI Tinkerers

> Canonical HTML: https://aitinkerers.org/technologies/microsoft-recommenders
> Markdown URL: https://aitinkerers.org/technologies/microsoft-recommenders.md
> Technology record last updated: 2026-03-11T18:43:30Z
> Generated: 2026-09-22T04:37:58Z

An open-source repository providing Python utilities and best practices for building production-ready recommendation systems.

Microsoft Recommenders provides a comprehensive suite of tools for the end-to-end development of recommendation engines. It features implementations of industry-standard algorithms (including ALS, LightGBM, and SAR) alongside deep learning models like NCF and DKN. The codebase includes standardized scripts for data preparation, model evaluation (using metrics like MAP and NDCG), and operationalization on Azure Machine Learning. By offering 50+ Jupyter notebook examples, the project enables developers to accelerate the deployment of personalized ranking and retrieval systems.

- Official technology site: https://github.com/microsoft/recommenders
- Public AI Tinkerers demos and talks: 1
- Result page: 1 of 1

## Recent Public Talks and Demos

### [AI Fashion assistant](https://paris.aitinkerers.org/talks/rsvp_a18BJzmpnyY)

AI fashion personal shopper for flexible contextual search and product recommendation

- Event context: AI Tinkerers - Paris Meetup on December 10th — 2024-12-10 — Paris
- Public talk page: https://paris.aitinkerers.org/talks/rsvp_a18BJzmpnyY

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