# Generative Models

Explore autoregressive models, variational autoencoders (VAEs), and reversible flow models for generative tasks.

## We'll cover the following

We will look into the various approaches of generative models.

## Autoregressive models

An **autoregressive model** estimates the conditional distribution of some data

In its simplest linear form, with dependency on the previous time-step only and time-invariant bias term, an autoregressive model can be defined with the following equation:

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