Data Visualization

When designing and evaluating a new algorithm, one of the first steps is exploratory data analysis (EDA). The point is to find the most efficient learning approach for a given problem. For the human researcher to understand what's working and what's not, the model's results are often displayed graphically. Since these datasets cover many variables and are so "high dimensional," several new data visualization techniques have been developed specifically for deep learning systems.