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Personalizer documentation

Learn how to use Personalizer to allow your application to choose the best experience to show to your users, learning from their real-time behavior.

About Personalizer

Overview

  • What is Personalizer?

What's new

  • What's new

Concept

  • How Personalizer works
  • Where you can use Personalizer?
  • Ethics and responsible use

Create and use Personalizer loop

Concept

  • Choosing features and actions to personalize
  • How to calculate a reward

Tutorial

  • Use Personalizer in a .NET web app
  • Use Personalizer with an Azure Notebooks file

How-To Guide

  • How to create and configure Personalizer

Quickstart

  • Using SDK

Quickstart

  • Use multi-slot Personalization

Quickstart

  • Use local inference

Developing with Personalizer

Get Started

  • Develop Personalizer loop with .NET
  • NuGet package
  • NuGet reference documentation

Get Started

  • Develop Personalizer loop with Node.js
  • NPM package

Get Started

  • Develop Personalizer loop with Python
  • Pypi package

Get Started

  • Code Samples
  • REST API (1.0)
  • REST APIs (v1.1 Preview)

About Reinforcement learning

Overview

  • What is Reinforcement learning?

Concept

  • Exploration
  • Features, action, and context
  • Active and inactive events
  • Rewards

Evaluate and improve service

Concept

  • Use Apprentice mode
  • Improve loop with offline evaluations
  • Active and inactive events
  • Scalability and performance

How-To Guide

  • Analyze success with offline evaluation

Help and feedback

Reference

  • Support and help options
  • Troubleshooting
  • Previous Versions
  • Blog
  • Contribute
  • Privacy
  • Terms of Use
  • Trademarks
  • © Microsoft 2023
  • Previous Versions
  • Blog
  • Contribute
  • Privacy
  • Terms of Use
  • Trademarks
  • © Microsoft 2023