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 ...

In a recent write-up, [David Delony] explains how he built a Wolfram Mathematica-like engine with Python. Core to the system is SymPy for symbolic math support. [David] said being able to work ...

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: 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 ...