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Tutorials

Learn, explore, and experiment using our tutorials below.

Get started with Vowpal Wabbit

beginner linear regression getting started
This tutorial will run you through a familiar simple regression problem as a VW workflow. It will teach you about how to interact with VW, structure input and understand its output.

Contextual bandits and Vowpal Wabbit

advanced contextual bandits
This tutorial runs through the contextual bandit approach to reinforcement learning with Vowpal Wabbit.

Learning to search tutorials

advanced learning2search
Learning to search is a method for solving complex joint prediction problems based on learning to search through a problem-defined search space.

Simulating a news personalization scenario using Contextual Bandits

advanced contextual bandits
This tutorial will guide you through how to structure a simulator to model a real world scenario using contextual bandit algorithms.

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