sympy

Solve equations, differentiate, integrate, and manipulate algebraic expressions symbolically in Python.

94|11|Updated Mar 26, 2026

Search Tags:#python #mathematics #calculus #algebra #code-generation #symbolic #sympy

Ready to run

npx skills add https://github.com/swaruplab/operon --skill sympy-swaruplab

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: sympy
Source: https://github.com/swaruplab/operon/tree/main/src-tauri/protocols/sympy
Command: npx skills add https://github.com/swaruplab/operon --skill sympy-swaruplab

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

Symbolic mathematics in Python with SymPy enables exact algebra, calculus, and matrix computations without numerical approximation, enabling reliable derivations and symbolic model building.

Core Features & Use Cases

Algebraic manipulation: simplify, expand, factor, and solve equations.symbolically.
Calculus: differentiate, integrate, limits, series.
Linear algebra and geometry: matrix operations, eigenvalues, vector computations, and geometric problems.
Physics and advanced math: symbolic physics formulas, special functions, and symbolic code generation from expressions.
Use Case: Build a symbolic derivation of a formula and automatically generate Python code to evaluate it.

Quick Start

Ask SymPy to symbolically simplify, differentiate, or solve a problem and generate Python code from the expression.

Frequently Asked Questions about sympy

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I solve equations symbolically in Python?▼

SymPy enables symbolic mathematics in Python to solve equations exactly without numerical approximation. It provides capabilities for algebraic manipulation, calculus, linear algebra, and automatic code generation from mathematical expressions.

Can I perform calculus operations like differentiation and integration with Python?▼

SymPy supports symbolic calculus in Python, allowing you to differentiate, integrate, compute limits, and expand series. It processes expressions with exact symbolic results using defined variables and parameters.

How do I generate Python code from mathematical expressions?▼

SymPy supports automatic code generation from symbolic mathematical expressions in Python. You can build a symbolic derivation and generate Python code to evaluate the resulting formula.

Does Python support exact matrix computations and linear algebra?▼

SymPy provides exact linear algebra and geometry computations in Python, including matrix operations, eigenvalues, vector computations, and geometric problem solving. It ensures reliable derivations without numerical approximation.

What is the best way to compute physics formulas symbolically?▼

SymPy enables symbolic physics calculations in Python, supporting special functions and formula derivations. It outputs exact reproducible symbolic computations for advanced mathematical modeling and physics problems.