Many programming languages include libraries to do more complicated math. You can do statistics, numerical analysis or handle big numbers. One topic many programming languages have difficulty with is ...

symbolic_math/ ├── __init__.py # Main module interface ├── expressions.py # AST node classes ├── parser.py # String-to-AST parser ├── simplify.py # Simplification algorithms ├── differentiate.py # ...

While many chemical problems can be solved by a "longhand" pen-and-paper approach, several advanced concepts rely on mathematical skills (e.g., calculus, linear algebra, differential equations, ...

Abstract: This study proposes a method for solving unsolved mathematical games using symbolic regression libraries. We aimed to demonstrate the effectiveness of genetic programming in mathematics in ...

Abstract: In machine learning programs, it is often tedious to annotate the dimensions of shapes of various tensors that get created during execution. We present a dynamic likely tensor shape ...

Physics and Python stuff. Most of the videos here are either adapted from class lectures or solving physics problems. I really like to use numerical calculations without all the fancy programming ...