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