Additional Features

The package features an extensive list of additional features to make benchmarking and creating datasets for training convenient and to seamlessly integrate into other packages.

• Feature Extraction
• Export To SR Bench
• ...

Analysing Equation Distributions

Given an equation, our package can extract features like number of constants, and variables, and various equation complexity measurements (For example, number of nodes and tree depth.)

For a list of equations, our package is capable to access frequencies for operators, functions, features, and structures. These frequencies can in turn be used to sample new equations that mimic the original list in these aspects.

A possible application of this feature can involve scraping equations from equations. Another package developed by the AutoRA group can be used to obtain a list of equations: https://autoresearch.github.io/equation-scraper/tutorials/equation_scraper_tutorial/