Dr. James McCaffrey of Microsoft Research provides full code and step-by-step examples of anomaly detection, used to find items in a dataset that are different from the majority for tasks like ...

Using the log of the variance helps prevent values from becoming excessively large. [Click on image for larger view.] Figure 2: Variational Autoencoder Architecture for the UCI Digits Dataset The key ...