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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