AutoFunc: A Python package for automating and verifying functional modeling

AutoFunc is a Python package that automatically generates the functional representations of components based on data from design repositories. AutoFunc also contains methods to validate and optimize the automation algorithm. A designer can use this software to input a list of components in their product, and it will automatically generate the functional representations for those components based on the most commonly seen functions and flows from previous products in the design repository. The package uses common data-mining techniques for finding information and classifying new observations based on that data. AutoFunc also uses the common methods of cross-validation and the F1 score to find the accuracy at different values for the threshold variables.