SymPy Computer Algebra
Purpose
Provides symbolic computation capabilities using SymPy for Python-based mathematical analysis and manipulation.
Capabilities
- Symbolic differentiation and integration
- Equation solving (algebraic, differential)
- Series expansion and limits
- Matrix algebra and linear algebra
- Pattern matching and simplification
- Code generation (NumPy, C, Fortran)
Usage Guidelines
- Symbol Definition: Define symbols with appropriate assumptions
- Expression Building: Construct symbolic expressions
- Simplification: Apply appropriate simplification strategies
- Code Generation: Export to efficient numerical code
Tools/Libraries
- SymPy
- NumPy
- mpmath