Graph equation modeling for mathematical equation decomposition and automated code generation

A non-transitory computer-readable medium having encoded therein programming code executable by a processor to perform or control performance of operations comprising:

• receiving an input of a mathematical equation from a user via a user interface;
• using a processor, performing processing on the input of the mathematical equation to decompose the mathematical equation into a plurality of tokens to generate an equation graph corresponding to the mathematical equation;
• generating computer code in a user-specified computing language based on the equation graph;
• and
• causing the generated computer code to be presented to the user via the user interface, the computer code corresponding to the inputted mathematical equation defined in a computing environment.

A system of performing graph equation modeling, the system comprising:

• one or more processors configured to:
• receive an input of a mathematical equation from a user via a user interface;
• perform processing on the input of the mathematical equation to decompose the mathematical equation into a plurality of tokens to generate an equation graph corresponding to the mathematical equation;
• generate computer code in a user-specified computing language based on the equation graph;
• and
• cause the computer code to be presented to the user via the user interface, the computer code corresponding to the inputted mathematical equation defined in a computing environment.