Generative Deep Learning
What is Generative Modeling? Generative modeling is a branch of machine learning that involves training a model to produce new data that is similar to a given dataset We can sample from this model to create novel, realistic images of horses that did not exist in the original dataset. One data point in the training data is called as observation. Each observation consists of many features. A generative model must be probabilistic rather than deterministic, because we want to be…